Papers – Computational Behavior Lab

2025

Y. Wang, A. R. Srinivasan, J. P. P. Jokinen, A. Oulasvirta, and G. Markkula, “Pedestrian crossing decisions can be explained by bounded optimal decision-making under noisy visual perception,” Transportation Research Part C: Emerging Technologies, vol. 171, p. 104963, 2025. doi:https://doi.org/10.1016/j.trc.2024.104963
[BibTeX] [Download PDF]

@article{WANG2025104963,
title = {Pedestrian crossing decisions can be explained by bounded optimal decision-making under noisy visual perception},
journal = {Transportation Research Part C: Emerging Technologies},
volume = {171},
pages = {104963},
year = {2025},
issn = {0968-090X},
doi = {https://doi.org/10.1016/j.trc.2024.104963},
url = {https://www.sciencedirect.com/science/article/pii/S0968090X24004844},
author = {Yueyang Wang and Aravinda Ramakrishnan Srinivasan and Jussi P.P. Jokinen and Antti Oulasvirta and Gustav Markkula},
keywords = {Pedestrian behaviour, Computational rationality, Noisy perception, Reinforcement learning},
}

2024

F. Fischer, A. Ikkala, M. Klar, A. Fleig, M. Bachinski, R. Murray-Smith, P. Hämäläinen, A. Oulasvirta, and J. Müller, “SIM2VR: Towards Automated Biomechanical Testing in VR,” in Proceedings of the 37th Annual ACM Symposium on User Interface Software and Technology, New York, NY, USA, 2024. doi:10.1145/3654777.3676452
[BibTeX] [Download PDF]

@inproceedings{10.1145/3654777.3676452,
author = {Fischer, Florian and Ikkala, Aleksi and Klar, Markus and Fleig, Arthur and Bachinski, Miroslav and Murray-Smith, Roderick and H\"{a}m\"{a}l\"{a}inen, Perttu and Oulasvirta, Antti and M\"{u}ller, J\"{o}rg},
title = {SIM2VR: Towards Automated Biomechanical Testing in VR},
year = {2024},
isbn = {9798400706288},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/3654777.3676452},
doi = {10.1145/3654777.3676452},
booktitle = {Proceedings of the 37th Annual ACM Symposium on User Interface Software and Technology},
articleno = {79},
numpages = {15},
keywords = {VR application, VR development, VR simulation alignment, automated testing, biomechanical simulation, deep reinforcement learning, interaction design, virtual reality},
location = {Pittsburgh, PA, USA},
series = {UIST '24}
}

Y. Jiang, Z. Guo, H. Rezazadegan Tavakoli, L. A. Leiva, and A. Oulasvirta, “EyeFormer: Predicting Personalized Scanpaths with Transformer-Guided Reinforcement Learning,” in Proceedings of the 37th Annual ACM Symposium on User Interface Software and Technology, New York, NY, USA, 2024. doi:10.1145/3654777.3676436
[BibTeX] [Download PDF]

@inproceedings{10.1145/3654777.3676436,
author = {Jiang, Yue and Guo, Zixin and Rezazadegan Tavakoli, Hamed and Leiva, Luis A. and Oulasvirta, Antti},
title = {EyeFormer: Predicting Personalized Scanpaths with Transformer-Guided Reinforcement Learning},
year = {2024},
isbn = {9798400706288},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/3654777.3676436},
doi = {10.1145/3654777.3676436},
booktitle = {Proceedings of the 37th Annual ACM Symposium on User Interface Software and Technology},
articleno = {47},
numpages = {15},
location = {Pittsburgh, PA, USA},
series = {UIST '24}
}

E. Lintunen, V. Salmela, P. Jarre, T. Heikkinen, M. Kilpeläinen, M. Jokela, and A. Oulasvirta, “Cognitive abilities predict performance in everyday computer tasks,” International Journal of Human-Computer Studies, 2024.
[BibTeX] [Download PDF]

@article{lintunen2024cognitive,
title={Cognitive abilities predict performance in everyday computer tasks},
author={Lintunen, Erik and Salmela, Viljami and Jarre, Petri and Heikkinen, Tuukka and Kilpel{\"a}inen, Markku and Jokela, Markus and Oulasvirta, Antti},
journal={International Journal of Human-Computer Studies},
url={https://doi.org/10.1016/j.ijhcs.2024.103354},
year={2024},
publisher={Elsevier}
}

S. Chandramouli, D. Shi, A. Putkonen, S. De Peuter, S. Zhang, J. Jokinen, A. Howes, and A. Oulasvirta, “A Workflow for building Computationally Rational Models of Human Behavior,” Computational Brain and Behavior, 2024.
[BibTeX] [Download PDF]

@article{chandramouli2024workflow,
title={A Workflow for building Computationally Rational Models of Human Behavior},
author={Chandramouli, Suyog and Shi, Danqing and Putkonen, Aini and De Peuter, Sebastiaan and Zhang, Shanshan and Jokinen, Jussi and Howes, Andrew and Oulasvirta, Antti},
journal={Computational Brain and Behavior},
year={2024},
url={https://link.springer.com/article/10.1007/s42113-024-00208-6},
publisher={Springer}
}

D. Shi, S. Zhu, T. Weinkauf, and A. Oulasvirta, “Interactive Reward Tuning: Interactive Visualization for Preference Elicitation,” in 2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2024.
[BibTeX] [Download PDF]

@inproceedings{shi2024interactive,
title={Interactive Reward Tuning: Interactive Visualization for Preference Elicitation},
author = {Shi, Danqing and Zhu, Shibei and Weinkauf, Tino and Oulasvirta, Antti},
booktitle={2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)},
year={2024},
organization={IEEE},
url={https://sdq.github.io/rewardvis}
}

F. E. F. Junior and A. Oulasvirta, AgentForge: A Flexible Low-Code Platform for Reinforcement Learning Agent Design, 2024.
[BibTeX] [Download PDF]

@misc{junior2024agentforgeflexiblelowcodeplatform,
title={AgentForge: A Flexible Low-Code Platform for Reinforcement Learning Agent Design},
author={Francisco Erivaldo Fernandes Junior and Antti Oulasvirta},
year={2024},
eprint={2410.19528},
archivePrefix={arXiv},
primaryClass={cs.LG},
url={https://arxiv.org/abs/2410.19528},
}

D. Shi, Y. Zhu, J. P. Jokinen, A. Acharya, A. Putkonen, S. Zhai, and A. Oulasvirta, “CRTypist: Simulating Touchscreen Typing Behavior via Computational Rationality,” in Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems, 2024.
[BibTeX] [Download PDF]

@inproceedings{shi2024crtypist,
title={CRTypist: Simulating Touchscreen Typing Behavior via Computational Rationality},
author = {Shi, Danqing and Zhu, Yujun and Jokinen, Jussi PP and Acharya, Aditya and Putkonen, Aini and Zhai, Shumin and Oulasvirta, Antti},
booktitle = {Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems},
url = {https://crtypist.github.io},
year={2024},
location = {Honolulu, Hi, USA},
series = {CHI '24},
publisher = {Association for Computing Machinery},
}

H. Moon, Y. Liao, C. Li, B. Lee, and A. Oulasvirta, “Real-time 3D Target Inference via Biomechanical Simulation,” in Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems, 2024. doi:10.1145/3613904.3642131
[BibTeX] [Download PDF]

@inproceedings{moon2024real,
title={Real-time 3D Target Inference via Biomechanical Simulation},
author={Moon, Hee-Seung and Liao, Yi-Chi and Li, Chenyu and Lee, Byungjoo and Oulasvirta, Antti},
booktitle={Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems},
year={2024},
publisher = {Association for Computing Machinery},
url = {https://hsmoon121.github.io/projects/chi24-target-inference},
doi = {10.1145/3613904.3642131},
location = {Honolulu, Hi, USA},
series = {CHI '24},
}

A. Lingler, D. Talypova, J. Jokinen, A. Oulasvirta, and P. Wintersberger, “Supporting Task Switching with Reinforcement Learning,” in Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems, 2024.
[BibTeX] [Download PDF]

@inproceedings{lingler2024,
title={Supporting Task Switching with Reinforcement Learning},
author={Lingler, Alexandr and Talypova, Dinara and Jokinen, Jussi and Oulasvirta, Antti and Wintersberger, Philipp},
booktitle={Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems},
year={2024},
publisher = {Association for Computing Machinery},
location = {Honolulu, Hi, USA},
url = {https://dl.acm.org/doi/pdf/10.1145/3613904.3642063},
series = {CHI '24},
}

Y. Jiang, C. Zhou, V. Garg, and A. Oulasvirta, “Graph4GUI: Graph Neural Networks for Representing Graphical User Interfaces,” in Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems, New York, NY, USA, 2024. doi:10.1145/3613904.3642822
[BibTeX] [Download PDF]

@inproceedings{jiang2024graph4gui,
author = {Jiang, Yue and Zhou, Changkong and Garg, Vikas and Oulasvirta, Antti},
title = {Graph4GUI: Graph Neural Networks for Representing Graphical User Interfaces},
year = {2024},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/3613904.3642822},
doi = {10.1145/3613904.3642822},
booktitle = {Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems},
location = {Honolulu, USA},
series = {CHI '24},
}

Y. Bai, A. Ikkala, A. Oulasvirta, S. Zhao, L. J. Wang, P. Yang, and P. Xu, “Heads-Up Multitasker: Simulating Attention Switching On Optical Head-Mounted Displays,” in Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems, New York, NY, USA, 2024.
[BibTeX] [Download PDF]

@inproceedings{bai2024heads,
title={Heads-Up Multitasker: Simulating Attention Switching On Optical Head-Mounted Displays},
author={Bai, Yunpeng and Ikkala, Aleksi and Oulasvirta, Antti and Zhao, Shengdong and Wang, Lucia J and Yang, Pengzhi and Xu, Peisen},
year={2024},
address = {New York, NY, USA},
booktitle = {Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems},
location = {Honolulu, HI, USA},
url = {https://dl.acm.org/doi/10.1145/3613904.3642540},
series = {CHI '24},
}

L. Hegemann and A. Oulasvirta, “Palette, Purpose, Prototype: The Three Ps of Color Design and How Designers Navigate Them,” in Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems, New York, NY, USA, 2024. doi:10.1145/3613904.3641976
[BibTeX] [Download PDF]

@inproceedings{hegemann2024palette,
author = {Hegemann, Lena and Oulasvirta, Antti},
title = {Palette, Purpose, Prototype: The Three Ps of Color Design and How Designers Navigate Them},
year = {2024},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/3613904.3641976},
doi = {10.1145/3613904.3641976},
booktitle = {Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems},
location = {Honolulu, HI, USA},
series = {CHI '24},
}

Y. Liao, R. Desai, A. Pierce, K. Taylor, H. Benko, T. Jonker, and A. Gupta, “A Meta-Bayesian Approach for Rapid Online Parametric Optimization for Wrist-based Interactions,” in Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems, New York, NY, USA, 2024. doi:10.1145/3613904.3642071
[BibTeX] [Download PDF]

@inproceedings{10.1145/3613904.3642071,
author = {Liao, Yi-Chi and Desai, Ruta and Pierce, Alec and Taylor, Krista and Benko, Hrvoje and Jonker, Tanya and Gupta, Aakar},
title = {A Meta-Bayesian Approach for Rapid Online Parametric Optimization for Wrist-based Interactions},
year = {2024},
isbn = {979-8-4007-0330-0/24/05},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/3613904.3642071},
doi = {10.1145/3613904.3642071},
booktitle = {Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems},
location = {Honolulu, HI, USA},
series = {CHI '24}
}

G. Mo, J. Dudley, L. Chan, Y. Liao, A. Oulasvirta, and P. O. Kristensson, “Cooperative Multi-Objective Bayesian Design Optimization,” ACM Trans. Interact. Intell. Syst., 2024. doi:10.1145/3657643
[BibTeX] [Download PDF]

@article{mo2024,
author = {Mo, George and Dudley, John and Chan, Liwei and Liao, Yi-Chi and Oulasvirta, Antti and Kristensson, Per Ola},
title = {Cooperative Multi-Objective Bayesian Design Optimization},
year = {2024},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
issn = {2160-6455},
url = {https://doi.org/10.1145/3657643},
doi = {10.1145/3657643},
journal = {ACM Trans. Interact. Intell. Syst.},
month = {apr},
}

M. A. Hedderich and A. Oulasvirta, “Explaining crowdworker behaviour through computational rationality,” Behaviour & Information Technology, 2024. doi:10.1080/0144929X.2024.2329616
[BibTeX] [Download PDF]

@article{hedderich2024ExplainingCrowdworker,
author = {Michael A. Hedderich and Antti Oulasvirta},
title = {Explaining crowdworker behaviour through computational rationality},
journal = {Behaviour \& Information Technology},
year = {2024},
publisher = {Taylor \& Francis},
doi = {10.1080/0144929X.2024.2329616},
URL = {https://github.com/m-hedderich/crowdworkersimulation},
}

D. Shi, A. Oulasvirta, T. Weinkauf, and N. Cao, “Understanding and Automating Graphical Annotations on Animated Scatterplots,” in 2024 IEEE 17th Pacific Visualization Conference (PacificVis), 2024.
[BibTeX] [Download PDF]

@inproceedings{shi2024understanding,
title={Understanding and Automating Graphical Annotations on Animated Scatterplots},
author={Shi, Danqing and Oulasvirta, Antti and Weinkauf, Tino and Cao, Nan},
booktitle={2024 IEEE 17th Pacific Visualization Conference (PacificVis)},
year={2024},
organization={IEEE},
url={https://sdq.github.io/papers/2024_PVIS_AnnotatedChart.pdf}
}

Y. Jiang, Z. Guo, H. R. Tavakoli, L. A. Leiva, and A. Oulasvirta, EyeFormer: Predicting Personalized Scanpaths with Transformer-Guided Reinforcement LearningarXiv, 2024.
[BibTeX] [Download PDF]

@misc{jiang2024eyeformer,
title={EyeFormer: Predicting Personalized Scanpaths with Transformer-Guided Reinforcement Learning},
author={Jiang, Yue and Guo, Zixin and Tavakoli, Hamed Rezazadegan and Leiva, Luis A and Oulasvirta, Antti},
publisher={arXiv},
eprint={2404.10163},
url={https://arxiv.org/abs/2404.10163},
year={2024},
}

Y. Liao, G. B. Mo, J. J. Dudley, C. Cheng, L. Chan, P. O. Kristensson, and A. Oulasvirta, “Practical approaches to group-level multi-objective Bayesian optimization in interaction technique design,” Collective Intelligence, vol. 3, iss. 1, 2024.
[BibTeX] [Download PDF]

@article{liao2024practical,
title={Practical approaches to group-level multi-objective Bayesian optimization in interaction technique design},
author={Liao, Yi-Chi and Mo, George B and Dudley, John J and Cheng, Chun-Lien and Chan, Liwei and Kristensson, Per Ola and Oulasvirta, Antti},
journal={Collective Intelligence},
volume={3},
number={1},
year={2024},
url={https://journals.sagepub.com/doi/10.1177/26339137241241313},
publisher={SAGE Publications Sage UK: London, England},
}

Y. Wang, A. R. Srinivasan, J. P. Jokinen, A. Oulasvirta, and G. Markkula, Pedestrian crossing decisions can be explained by bounded optimal decision-making under noisy visual perceptionarXiv preprint arXiv:2402.04370, 2024.
[BibTeX] [Download PDF]

@misc{wang2024pedestrian,
title={Pedestrian crossing decisions can be explained by bounded optimal decision-making under noisy visual perception},
author={Wang, Yueyang and Srinivasan, Aravinda Ramakrishnan and Jokinen, Jussi PP and Oulasvirta, Antti and Markkula, Gustav},
publisher={arXiv preprint arXiv:2402.04370},
url={https://arxiv.org/abs/2402.04370},
year={2024},
}

C. P. Janssen, M. Baumann, and A. Oulasvirta, “Computational Models of Cognition for Human-Automated Vehicle Interaction: State-of-the-art and Future Directions,” International Journal of Human-Computer Studies, 2024.
[BibTeX] [Download PDF]

@article{janssen2024computational,
title={Computational Models of Cognition for Human-Automated Vehicle Interaction: State-of-the-art and Future Directions},
author={Janssen, Christian P and Baumann, Martin and Oulasvirta, Antti},
journal={International Journal of Human-Computer Studies},
year={2024},
publisher={Elsevier},
url={https://www.sciencedirect.com/science/article/pii/S1071581924000144},
}

S. Chandramouli, D. Shi, A. Putkonen, S. De Peuter, S. Zhang, J. Jokinen, A. Howes, and A. Oulasvirta, A Workflow for building Computationally Rational Models of Human BehaviorOSF, 2024.
[BibTeX] [Download PDF]

@misc{chandramouli2024workflow,
title={A Workflow for building Computationally Rational Models of Human Behavior},
author={Chandramouli, Suyog and Shi, Danqing and Putkonen, Aini and De Peuter, Sebastiaan and Zhang, Shanshan and Jokinen, Jussi and Howes, Andrew and Oulasvirta, Antti},
year={2024},
publisher={OSF},
url={https://osf.io/preprints/psyarxiv/pcvbm},
}

Z. Peng, Q. Chen, Z. Shen, X. Ma, and A. Oulasvirta, “DesignQuizzer: A Community-Powered Conversational Agent for Learning Visual Design,” Proc. ACM Hum.-Comput. Interact., vol. 8, iss. CSCW1, 2024. doi:10.1145/3637321
[BibTeX] [Download PDF]

@article{10.1145/3637321,
author = {Peng, Zhenhui and Chen, Qiaoyi and Shen, Zhiyu and Ma, Xiaojuan and Oulasvirta, Antti},
title = {DesignQuizzer: A Community-Powered Conversational Agent for Learning Visual Design},
year = {2024},
issue_date = {April 2024},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
volume = {8},
number = {CSCW1},
url = {https://doi.org/10.1145/3637321},
doi = {10.1145/3637321},
journal = {Proc. ACM Hum.-Comput. Interact.},
month = {apr},
articleno = {44},
numpages = {40},
keywords = {comment processing, informal learning, online communities, visual design}
}

A. Riha, N. Siccha, A. Oulasvirta, and A. Vehtari, Supporting Bayesian modelling workflows with iterative filtering for multiverse analysisarXiv, 2024.
[BibTeX]

@misc{riha2024supporting,
title={Supporting Bayesian modelling workflows with iterative filtering for multiverse analysis},
author={Riha, Anna and Siccha, Nikolas and Oulasvirta, Antti and Vehtari, Aki},
year={2024},
eprint={2404.01688},
publisher={arXiv},
}

M. Dubova, S. Chandramouli, G. Gigerenzer, P. Grunwald, W. Holmes, T. Lombrozo, M. Marelli, S. Musslick, B. Nicenboim, L. Ross, and et al., Is Occam’s razor losing its edge? New perspectives on the principle of model parsimonyMetaArXiv, 2024.
[BibTeX] [Download PDF]

@misc{occam2024,
title={Is Occam's razor losing its edge? New perspectives on the principle of model parsimony},
url = {http://osf.io/preprints/metaarxiv/bs5xe},
publisher={MetaArXiv},
author={Dubova, Marina and Chandramouli, Suyog and Gigerenzer, Gerd and Grunwald, Peter and Holmes, William and Lombrozo, Tania and Marelli, Marco and Musslick, Sebastian and Nicenboim, Bruno and Ross, Lauren and et al.},
year={2024},
month={Mar},
}

2023

S. Chandramouli, Y. Zhu, and A. Oulasvirta, “Interactive Personalization of Classifiers for Explainability Using Multi-Objective Bayesian Optimization,” in Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization, New York, NY, USA, 2023, pp. 34-45.
[BibTeX] [Download PDF]

@inproceedings{chandramouliumap,
author = {Chandramouli, Suyog and Zhu, Yifan and Oulasvirta, Antti},
title = {Interactive Personalization of Classifiers for Explainability Using Multi-Objective Bayesian Optimization},
year = {2023},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/3565472.3592956},
booktitle = {Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization},
pages = {34-45},
series = {UMAP '23}}

A. Aushev, A. Putkonen, G. Clarté, S. Chandramouli, L. Acerbi, S. Kaski, and A. Howes, “Online Simulator-Based Experimental Design for Cognitive Model Selection,” Computational Brain & Behavior, 2023. doi:10.1007/s42113-023-00180-7
[BibTeX] [Download PDF]

@article{aushev2023,
author = {Aushev, Alexander and Putkonen, Aini and Clart{\'e}, Gr{\'e}goire and Chandramouli, Suyog and Acerbi, Luigi and Kaski, Samuel and Howes, Andrew},
date = {2023/09/21},
doi = {10.1007/s42113-023-00180-7},
isbn = {2522-087X},
journal = {Computational Brain \& Behavior},
title = {Online Simulator-Based Experimental Design for Cognitive Model Selection},
url = {https://doi.org/10.1007/s42113-023-00180-7},
year = {2023},
}

A. Howes, J. P. P. Jokinen, and A. Oulasvirta, “Towards machines that understand people,” AI Magazine, vol. 44, iss. 3, pp. 312-327, 2023. doi:https://doi.org/10.1002/aaai.12116
[BibTeX] [Download PDF]

@article{howestowards,
author = {Howes, Andrew and Jokinen, Jussi P. P. and Oulasvirta, Antti},
title = {Towards machines that understand people},
journal = {AI Magazine},
volume = {44},
number = {3},
pages = {312-327},
doi = {https://doi.org/10.1002/aaai.12116},
url = {https://onlinelibrary.wiley.com/doi/abs/10.1002/aaai.12116},
year = {2023}
}

L. Hegemann, N. R. Dayama, A. Iyer, E. Farhadi, E. Marchenko, and A. Oulasvirta, “CoColor: Interactive Exploration of Color Designs,” in Proceedings of the 28th International Conference on Intelligent User Interfaces, New York, NY, USA, 2023. doi:10.1145/3581641.3584089
[BibTeX] [Download PDF]

@inproceedings{hegemann2023cocolor,
author = {Hegemann, Lena and Dayama, Niraj Ramesh and Iyer, Abhishek and Farhadi, Erfan and Marchenko, Ekaterina and Oulasvirta, Antti},
title = {CoColor: Interactive Exploration of Color Designs},
year = {2023},
isbn = {979-8-4007-0106-1/23/03},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://userinterfaces.aalto.fi/cocolor},
doi = {10.1145/3581641.3584089},
booktitle = {Proceedings of the 28th International Conference on Intelligent User Interfaces},
location = {Sydney, NSW, Australia},
series = {IUI '23}}

Y. Jiang, L. A. Leiva, P. R. B. Houssel, H. R. Tavakoli, J. Kylmälä, and A. Oulasvirta, “UEyes: Understanding Visual Saliency across User Interface Types,” in Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, New York, NY, USA, 2023. doi:10.1145/3544548.3581096
[BibTeX] [Download PDF]

@inproceedings{jiang2023ueyes,
author = {Jiang, Yue and Leiva, Luis A. and Houssel, Paul R. B. and Tavakoli, Hamed R. and Kylmälä, Julia and Oulasvirta, Antti},
title = {UEyes: Understanding Visual Saliency across User Interface Types},
year = {2023},
isbn = {9781450394215},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://yuejiang-nj.github.io/Publications/2023CHI_UEyes/project_page/main.html},
doi = {10.1145/3544548.3581096},
booktitle = {Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems},
location = {Hamburg, Germany},
series = {CHI '23}
}

A. Putkonen, A. Nioche, M. Laine, C. Kuuramo, and A. Oulasvirta, “Fragmented Visual Attention in Web Browsing: Weibull Analysis of Item Visit Times,” in Advances in Information Retrieval, ECIR 2023, 2023. doi:10.1007/978-3-031-28238-6_5
[BibTeX] [Download PDF]

@inproceedings{putkonen2023browsing,
title={Fragmented Visual Attention in Web Browsing: Weibull Analysis of Item Visit Times},author={Putkonen, Aini and Nioche, Aurélien and Laine, Markku and Kuuramo, Crista and Oulasvirta, Antti},
editor={Kamps, Jaap and Goeuriot, Lorraine and Crestani, Fabio and Maistro, Maria and Joho, Hideo and Davis, Brian and Gurrin, Cathal and Kruschwitz, Udo and Caputo, Annalina},
booktitle={Advances in Information Retrieval, ECIR 2023},year={2023},
publisher = {Springer International Publishing},
doi={10.1007/978-3-031-28238-6_5},
url={https://userinterfaces.aalto.fi/browsing/}
}

Z. Li, Y. Ko, A. Putkonen, S. Feiz, V. Ashok, I. Ramakrishnan, A. Oulasvirta, and X. Bi, “Modeling Touch-based Menu Selection Performance of Blind Users via Reinforcement Learning,” in Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023. doi:10.1145/3544548.3580640
[BibTeX] [Download PDF]

@inproceedings{li2023menuselection,
title={Modeling Touch-based Menu Selection Performance of Blind Users via Reinforcement Learning},
author={Li, Zhi and Ko, Yu-Jung and Putkonen, Aini and Feiz, Shirin and
Ashok, Vikas and Ramakrishnan, IV and Oulasvirta, Antti and Bi, Xiaojun},
booktitle={Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems},
year={2023},
publisher = {Association for Computing Machinery},
url = {https://doi.org/10.1145/3544548.3580640},
doi = {10.1145/3544548.3580640}
}

H. Moon, A. Oulasvirta, and B. Lee, “Amortized inference with user simulations,” in Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023. doi:10.1145/3544548.3581439
[BibTeX] [Download PDF]

@inproceedings{moon2023amortized,
title={Amortized inference with user simulations},
author={Moon, Hee-Seung and Oulasvirta, Antti and Lee, Byungjoo},
booktitle={Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems},
year={2023},
publisher = {Association for Computing Machinery},
url = {https://hsmoon121.github.io/projects/chi23-amortized-inference},
doi = {10.1145/3544548.3581439}
}

Y. Liao, J. J. Dudley, G. B. Mo, C. Cheng, L. Chan, A. Oulasvirta, and P. O. Kristensson, “Interaction Design With Multi-objective Bayesian Optimization,” IEEE Pervasive Computing, 2023.
[BibTeX] [Download PDF]

@article{liao2023interaction,
title={Interaction Design With Multi-objective Bayesian Optimization},
author={Liao, Yi-Chi and Dudley, John J and Mo, George B and Cheng, Chun-Lien and Chan, Liwei and Oulasvirta, Antti and Kristensson, Per Ola},
journal={IEEE Pervasive Computing},
year={2023},
url={https://ieeexplore.ieee.org/abstract/document/10024515/},
publisher={IEEE}
}

2022

R. Murray-Smith, A. Oulasvirta, A. Howes, J. Müller, A. Ikkala, M. Bachinski, A. Fleig, F. Fischer, and M. Klar, “What Simulation Can Do for HCI Research,” Interactions, vol. 29, iss. 6, p. 48–53, 2022. doi:10.1145/3564038
[BibTeX] [Download PDF]

@article{10.1145/3564038,
author = {Murray-Smith, Roderick and Oulasvirta, Antti and Howes, Andrew and M\"{u}ller, J\"{o}rg and Ikkala, Aleksi and Bachinski, Miroslav and Fleig, Arthur and Fischer, Florian and Klar, Markus},
title = {What Simulation Can Do for HCI Research},
year = {2022},
issue_date = {November - December 2022},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
volume = {29},
number = {6},
issn = {1072-5520},
url = {https://doi.org/10.1145/3564038},
doi = {10.1145/3564038},
journal = {Interactions},
month = {nov},
pages = {48–53},
numpages = {6}
}

A. Ikkala, F. Fischer, M. Klar, M. Bachinski, A. Fleig, A. Howes, P. Hämäläinen, J. Müller, R. Murray-Smith, and A. Oulasvirta, “Breathing Life Into Biomechanical User Models,” in Proceedings of the 35th Annual ACM Symposium on User Interface Software and Technology, New York, NY, USA, 2022. doi:10.1145/3526113.3545689
[BibTeX] [Download PDF]

@inproceedings{10.1145/3526113.3545689,
author = {Ikkala, Aleksi and Fischer, Florian and Klar, Markus and Bachinski, Miroslav and Fleig, Arthur and Howes, Andrew and H\"{a}m\"{a}l\"{a}inen, Perttu and M\"{u}ller, J\"{o}rg and Murray-Smith, Roderick and Oulasvirta, Antti},
title = {Breathing Life Into Biomechanical User Models},
year = {2022},
isbn = {9781450393201},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/3526113.3545689},
doi = {10.1145/3526113.3545689},
booktitle = {Proceedings of the 35th Annual ACM Symposium on User Interface Software and Technology},
articleno = {90},
numpages = {14},
keywords = {biomechanical models, simulation models, deep reinforcement learning},
url = {https://github.com/aikkala/user-in-the-box},
location = {Bend, OR, USA},
series = {UIST '22}
}

J. Shin, M. A. Hedderich, A. Lucero, and A. Oulasvirta, “Chatbots Facilitating Consensus-Building in Asynchronous Co-Design,” in Proceedings of the 35th Annual ACM Symposium on User Interface Software and Technology, New York, NY, USA, 2022. doi:10.1145/3526113.3545671
[BibTeX] [Download PDF]

@inproceedings{10.1145/3526113.3545671,
author = {Shin, Joongi and Hedderich, Michael A. and Lucero, Andr\'{e}S and Oulasvirta, Antti},
title = {Chatbots Facilitating Consensus-Building in Asynchronous Co-Design},
year = {2022},
isbn = {9781450393201},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/3526113.3545671},
doi = {10.1145/3526113.3545671},
booktitle = {Proceedings of the 35th Annual ACM Symposium on User Interface Software and Technology},
articleno = {78},
numpages = {13},
keywords = {Consensus-building, Co-Design, Chatbot},
location = {Bend, OR, USA},
series = {UIST '22}
}

J. M. Evangelista Belo, M. N. Lystbæ{}k, A. M. Feit, K. Pfeuffer, P. Kán, A. Oulasvirta, and K. Grø{}nbæ{}k, “AUIT – the Adaptive User Interfaces Toolkit for Designing XR Applications,” in Proceedings of the 35th Annual ACM Symposium on User Interface Software and Technology, New York, NY, USA, 2022. doi:10.1145/3526113.3545651
[BibTeX] [Download PDF]

@inproceedings{10.1145/3526113.3545651,
author = {Evangelista Belo, Jo\~{a}o Marcelo and Lystb\ae{}k, Mathias N. and Feit, Anna Maria and Pfeuffer, Ken and K\'{a}n, Peter and Oulasvirta, Antti and Gr\o{}nb\ae{}k, Kaj},
title = {AUIT – the Adaptive User Interfaces Toolkit for Designing XR Applications},
year = {2022},
isbn = {9781450393201},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/3526113.3545651},
doi = {10.1145/3526113.3545651},
booktitle = {Proceedings of the 35th Annual ACM Symposium on User Interface Software and Technology},
articleno = {48},
numpages = {16},
keywords = {multi-objective optimization, context-awareness, extended reality, toolkit, adaptive user interfaces},
location = {Bend, OR, USA},
series = {UIST '22}
}

L. A. Leiva, A. Hota, and A. Oulasvirta, “Describing UI Screenshots in Natural Language,” ACM Trans. Intell. Syst. Technol., 2022.
[BibTeX] [Download PDF]

@article{10.1145/3564702,
author = {Leiva, Luis A. and Hota, Asutosh and Oulasvirta, Antti},
title = {Describing UI Screenshots in Natural Language},
year = {2022},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
issn = {2157-6904},
url = {https://doi.org/10.1145/3564702},
journal = {ACM Trans. Intell. Syst. Technol.}}

J. H. Williamson, A. Oulasvirta, P. O. Kristensson, and N. Banovic, Bayesian Methods for Interaction and Design, Cambridge University Press, 2022.
[BibTeX] [Download PDF]

@book{williamson2022bayesian,
title={Bayesian Methods for Interaction and Design},
author={Williamson, John H and Oulasvirta, Antti and Kristensson, Per Ola and Banovic, Nikola},
year={2022},
url={https://www.cambridge.org/core/books/bayesian-methods-for-interaction-and-design/721123C200F67FD94DA8DDFD561162A8},
publisher={Cambridge University Press}
}

A. Putkonen, A. Nioche, V. Tanskanen, A. Klami, and A. Oulasvirta, “How Suitable Is Your Naturalistic Dataset for Theory-based User Modeling?,” in Proceedings of the 30th ACM Conference on User Modeling, Adaptation and Personalization, 2022, p. 179–190.
[BibTeX] [Download PDF]

@inproceedings{putkonen2022suitable,
title={How Suitable Is Your Naturalistic Dataset for Theory-based User Modeling?},
author={Putkonen, Aini and Nioche, Aur{\'e}lien and Tanskanen, Ville and Klami, Arto and Oulasvirta, Antti},
booktitle={Proceedings of the 30th ACM Conference on User Modeling, Adaptation and Personalization},
pages={179--190},
url={https://dl.acm.org/doi/10.1145/3503252.3531322},
year={2022}
}

L. Chan, Y. Liao, G. Mo, J. Dudley, C. Cheng, P. O. Kristensson, and A. Oulasvirta, “Investigating Positive and Negative Qualities of Human-in-the-Loop Optimization for Designing Interaction Techniques,” in Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems (CHI’22), 2022.
[BibTeX] [Download PDF]

@inproceedings{investigating2022,
author = {Chan, Liwei and Liao, Yi-Chi and Mo, George and Dudley, John and Cheng, Chun-Lien and Kristensson, Per Ola and Oulasvirta,Antti},
booktitle = {Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems (CHI'22)},
title = {Investigating Positive and Negative Qualities of Human-in-the-Loop Optimization for Designing Interaction Techniques},
year = {2022},
publisher = {ACM},
url = {https://userinterfaces.aalto.fi/dit/}
}

Y. Liao, K. Todi, A. Acharya, A. Keurulainen, A. Howes, and A. Oulasvirta, “Rediscovering Affordance: A Reinforcement Learning Perspective,” in Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems (CHI’22), 2022, p. 1–14.
[BibTeX] [Download PDF]

@inproceedings{liao2021rediscovering,
title={Rediscovering Affordance: A Reinforcement Learning Perspective},
author={Liao, Yi-Chi and Todi, Kashyap and Acharya, Aditya and Keurulainen, Antti and Howes, Andrew and Oulasvirta, Antti},
booktitle={Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems (CHI'22)},
pages={1--14},
publisher = {ACM},
year={2022},
url={https://userinterfaces.aalto.fi/affordance/}
}

A. Oulasvirta, J. Jokinen, and A. Howes, “Computational Rationality as a Theory of Interaction,” in Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems (CHI’22), 2022, p. 1–14.
[BibTeX] [Download PDF]

@inproceedings{oulasvirta2022computational,
title={Computational Rationality as a Theory of Interaction},
author={Oulasvirta, Antti and Jokinen, Jussi and Howes, Andrew},
booktitle={Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems (CHI'22)},
pages={1--14},
publisher = {ACM},
year={2022},
url={https://dl.acm.org/doi/10.1145/3491102.3517739}
}

X. Jiang, J. P. Jokinen, A. Oulasvirta, and X. Ren, “Learning to type with mobile keyboards: Findings with a randomized keyboard,” Computers in Human Behavior, vol. 126, p. 106992, 2022.
[BibTeX] [Download PDF]

@article{jiang2022learning,
title={Learning to type with mobile keyboards: Findings with a randomized keyboard},
author={Jiang, Xinhui and Jokinen, Jussi PP and Oulasvirta, Antti and Ren, Xiangshi},
journal={Computers in Human Behavior},
volume={126},
pages={106992},
year={2022},
url={https://www.sciencedirect.com/science/article/pii/S0747563221003150},
publisher={Pergamon}
}

U. Kunwar, S. Borar, M. Berghofer, J. Kylmälä, I. Aslan, L. A. Leiva, and A. Oulasvirta, “Robust and Deployable Gesture Recognition for Smartwatches,” in Proceedings of the ACM Conference on Intelligent User Interfaces (IUI), 2022.
[BibTeX] [Download PDF]

@inproceedings{kunwar2022robust,
title={Robust and Deployable Gesture Recognition for Smartwatches},
author={Kunwar, Utkarsh and Borar, Sheetal and Berghofer, Moritz and Kylm{\"a}l{\"a}, Julia and Aslan, Ilhan and Leiva, Luis A and Oulasvirta, Antti},
booktitle={Proceedings of the ACM Conference on Intelligent User Interfaces (IUI)},
url={https://orbilu.uni.lu/bitstream/10993/50487/1/robust-recognition-smartwatch.pdf},
year={2022}
}

L. Brückner, L. A. Leiva, and A. Oulasvirta, “Learning GUI Completions with User-defined Constraints,” ACM Transactions on Interactive Intelligent Systems (TiiS), vol. 12, iss. 1, p. 1–40, 2022.
[BibTeX] [Download PDF]

@article{bruckner2022learning,
title={Learning GUI Completions with User-defined Constraints},
author={Br{\"u}ckner, Lukas and Leiva, Luis A and Oulasvirta, Antti},
journal={ACM Transactions on Interactive Intelligent Systems (TiiS)},
volume={12},
number={1},
pages={1--40},
year={2022},
url={https://dl.acm.org/doi/10.1145/3490034},
publisher={ACM New York, NY}
}

2021

N. R. Dayama, M. Shiripour, A. Oulasvirta, E. Ivanko, and A. Karrenbauer, “Foraging-based optimization of menu systems,” International Journal of Human-Computer Studies, vol. 151, p. 102624, 2021.
[BibTeX] [Download PDF]

@article{dayama2021foraging,
title={Foraging-based optimization of menu systems},
author={Dayama, Niraj Ramesh and Shiripour, Morteza and Oulasvirta, Antti and Ivanko, Evgeny and Karrenbauer, Andreas},
journal={International Journal of Human-Computer Studies},
volume={151},
pages={102624},
year={2021},
url={https://www.sciencedirect.com/science/article/pii/S1071581921000422},
publisher={Academic Press}
}

M. Freire, A. Oulasvirta, and M. Di Francesco, “Inverse Foraging: Inferring Users’ Interest in Pervasive Displays,” in Proceedings of the ACM IMWUT, 2021.
[BibTeX] [Download PDF]

@inproceedings{freire2021inverse,
title={Inverse Foraging: Inferring Users' Interest in Pervasive Displays},
author={Freire, Maria and Oulasvirta, Antti and Di Francesco, Mario},
booktitle={Proceedings of the ACM IMWUT},
url={https://users.aalto.fi/~difram1/documents/inverse-foraging-displays.pdf},
year={2021}
}

K. Todi, L. A. Leiva, D. Buschek, and A. Oulasvirta, “Conversations with GUIs,” in Proceedings of the ACM Conference on Designing Interactive Systems (DIS), 2021.
[BibTeX] [Download PDF]

@inproceedings{todi2021conversations,
title={Conversations with GUIs},
author={Todi, Kashyap and Leiva, Luis A and Buschek, Daniel and Oulasvirta, Antti},
booktitle={Proceedings of the ACM Conference on Designing Interactive Systems (DIS)},
url={https://userinterfaces.aalto.fi/hey_gui},
year={2021}
}

A. Oulasvirta and K. Hornbæk, “Counterfactual Thinking: What Theories Do in Design,” International Journal of Human–Computer Interaction, p. 1–15, 2021.
[BibTeX] [Download PDF]

@article{oulasvirta2021counterfactual,
title={Counterfactual Thinking: What Theories Do in Design},
author={Oulasvirta, Antti and Hornb{\ae}k, Kasper},
journal={International Journal of Human--Computer Interaction},
pages={1--15},
year={2021},
url={https://www.tandfonline.com/doi/abs/10.1080/10447318.2021.1925436},
publisher={Taylor \& Francis}
}

M. Laine, Y. Zhang, S. Santala, J. P. Jokinen, and A. Oulasvirta, “Responsive and Personalized Web Layouts with Integer Programming,” Proceedings of the ACM on Human-Computer Interaction, vol. 5, iss. EICS, p. 1–23, 2021.
[BibTeX] [Download PDF]

@article{laine2021responsive,
title={Responsive and Personalized Web Layouts with Integer Programming},
author={Laine, Markku and Zhang, Yu and Santala, Simo and Jokinen, Jussi PP and Oulasvirta, Antti},
journal={Proceedings of the ACM on Human-Computer Interaction},
volume={5},
number={EICS},
pages={1--23},
year={2021},
url={https://userinterfaces.aalto.fi/c-rwd/},
publisher={ACM New York, NY, USA}
}

M. Shiripour, N. R. Dayama, and A. Oulasvirta, “Grid-based Genetic Operators for Graphical Layout Generation,” Proceedings of the ACM on Human-Computer Interaction, vol. 5, iss. EICS, p. 1–30, 2021.
[BibTeX] [Download PDF]

@article{shiripour2021grid,
title={Grid-based Genetic Operators for Graphical Layout Generation},
author={Shiripour, Morteza and Dayama, Niraj Ramesh and Oulasvirta, Antti},
journal={Proceedings of the ACM on Human-Computer Interaction},
volume={5},
number={EICS},
pages={1--30},
year={2021},
url={https://userinterfaces.aalto.fi/grid_nsga/},
publisher={ACM New York, NY, USA}
}

K. Todi, G. Bailly, L. Leiva, and A. Oulasvirta, “Adapting User Interfaces with Model-based Reinforcement Learning,” in Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems (CHI ’21), 2021.
[BibTeX] [Download PDF]

@inproceedings{todi2021adapting,
author = {Todi, Kashyap and Bailly, Gilles and Leiva, Luis and Oulasvirta, Antti},
booktitle = {Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems (CHI '21)},
title = {Adapting User Interfaces with Model-based Reinforcement Learning},
year = {2021},
publisher = {ACM},
url = {https://userinterfaces.aalto.fi/adaptive/}}

J. Jokinen, A. Acharya, M. Uzair, X. Jiang, and A. Oulasvirta, “Touchscreen Typing as Optimal Supervisory Control,” in Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems (CHI ’21), 2021.
[BibTeX] [Download PDF]

@inproceedings{jokinen2021touchscreen,
author = {Jokinen, Jussi and Acharya, Aditya and Uzair, Mohammad and Jiang, Xinhui and Oulasvirta, Antti},
booktitle = {Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems (CHI '21)},
title = {Touchscreen Typing as Optimal Supervisory Control},
year = {2021},
publisher = {ACM},
url = {https://userinterfaces.aalto.fi/touchscreen-typing/}}

X. Chen, A. Acharya, A. Oulasvirta, and A. Howes, “An Adaptive Model of Gaze-based Selection,” in Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems (CHI ’21), 2021.
[BibTeX] [Download PDF]

@inproceedings{chen2021an,
author = {Chen, Xiuli and Acharya, Aditya and Oulasvirta, Antti and Howes, Andrew},
booktitle = {Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems (CHI '21)},
title = {An Adaptive Model of Gaze-based Selection},
year = {2021},
publisher = {ACM},
url = {https://dl.acm.org/doi/abs/10.1145/3411764.3445177}}

N. Dayama, S. Santala, L. Brueckner, K. Todi, J. Du, and A. Oulasvirta, “Interactive Layout Transfer,” in Proceedings of the 26th International Conference on Intelligent User Interfaces (IUI’21), 2021.
[BibTeX] [Download PDF]

@inproceedings{dayama2021interactive,
author = {Dayama, Niraj and Santala, Simo and Brueckner, Lukas and Todi, Kashyap and Du, Jingzhou and Oulasvirta, Antti},
booktitle={Proceedings of the 26th International Conference on Intelligent User Interfaces (IUI'21)},
title = {Interactive Layout Transfer},
year = {2021},
publisher = {ACM},
url = {https://dl.acm.org/doi/abs/10.1145/3397481.3450652}}

A. Nioche, P. Murena, C. de la Torre-Ortiz, and A. Oulasvirta, “Improving Artificial Teachers by Considering how People Learn and Forget,” in Proceedings of the 26th International Conference on Intelligent User Interfaces (IUI’21), 2021.
[BibTeX] [Download PDF]

@inproceedings{nioche2021improving,
author = {Nioche, Aurelien and Murena, Pierre-Alexandre and de la Torre-Ortiz, Carlos and Oulasvirta, Antti},
booktitle={Proceedings of the 26th International Conference on Intelligent User Interfaces (IUI'21)},
title = {Improving Artificial Teachers by Considering how People Learn and Forget},
year = {2021},
publisher = {ACM},
url = {https://userinterfaces.aalto.fi/improving-artificial-teachers/}}

A. Nioche, N. P. Rougier, M. Deffains, S. Bourgeois-Gironde, S. Ballesta, and T. Boraud, “The adaptive value of probability distortion and risk-seeking in macaques’ decision-making,” Proceedings of the Royal Society of London. Series B, Containing papers of a Biological character. Royal Society (Great Britain), 2021.
[BibTeX] [Download PDF]

@article{nioche:hal-03005035,
TITLE = {{The adaptive value of probability distortion and risk-seeking in macaques' decision-making}},
AUTHOR = {Nioche, Aur{\'e}lien and Rougier, Nicolas P. and Deffains, Marc and Bourgeois-Gironde, Sacha and Ballesta, S{\'e}bastien and Boraud, Thomas},
URL = {https://hal.inria.fr/hal-03005035},
JOURNAL = {{Proceedings of the Royal Society of London. Series B, Containing papers of a Biological character. Royal Society (Great Britain)}},
PUBLISHER = {{Royal Society, The}},
YEAR = {2021},
MONTH = Jan,
KEYWORDS = {Genetic algorithm ; Cognitive biases ; Monkey ; Autonomous Cognitive Testing ; Experimental economics},
PDF = {https://hal.inria.fr/hal-03005035/file/Nioche%20et%20al-R3-clean.pdf},
HAL_ID = {hal-03005035},
HAL_VERSION = {v1},
}

A. Feit, M. Nancel, M. John, A. Karrenbauer, D. Weir, and A. Oulasvirta, “AZERTY ameliore: Computational Design on a National Scale,” Communications of the ACM, 2021.
[BibTeX] [Download PDF]

@article{feit2021,
title={AZERTY ameliore: Computational Design on a National Scale},
author={Feit, Anna and Nancel, Mathieu and John, Maximilian and Karrenbauer, Andreas and Weir, Daryl and Oulasvirta, Antti},
journal={Communications of the ACM},
url={https://cacm.acm.org/magazines/2021/2/250082-azerty-amlior/fulltext},
year={2021}
}

C. Gebhardt, A. Oulasvirta, and O. Hilliges, “Hierarchical Reinforcement Learning as a Model of Human Task Interleaving,” Computational Brain and Behavior, 2021.
[BibTeX] [Download PDF]

@article{gebhardt2020hierarchical,
title={Hierarchical Reinforcement Learning as a Model of Human Task Interleaving},
author={Gebhardt, Christoph and Oulasvirta, Antti and Hilliges, Otmar},
journal={Computational Brain and Behavior},
year={2021},
url={https://arxiv.org/pdf/2001.02122.pdf}
}

2020

L. A. Leiva, A. Hota, and A. Oulasvirta, “Interactive Exploration of Large-Scale UI Datasets with Design Maps,” Interacting with Computers, vol. 32, iss. 5-6, p. 490–509, 2020.
[BibTeX] [Download PDF]

@article{leiva2020interactive,
title={Interactive Exploration of Large-Scale UI Datasets with Design Maps},
author={Leiva, Luis A and Hota, Asutosh and Oulasvirta, Antti},
journal={Interacting with Computers},
volume={32},
number={5-6},
pages={490--509},
year={2020},
url={https://watermark.silverchair.com/iwab006.pdf?token=AQECAHi208BE49Ooan9kkhW_Ercy7Dm3ZL_9Cf3qfKAc485ysgAAAvIwggLuBgkqhkiG9w0BBwagggLfMIIC2wIBADCCAtQGCSqGSIb3DQEHATAeBglghkgBZQMEAS4wEQQMyLK74U0t4oDFfGkkAgEQgIICpWtnWO0P00TLeHQt70VQPMBCoXZhTsI8APutsQ8VYJkmPNpdyFWjC1tWOLf7pRpiE9ueLo7-LDTJTzG-rDaj6iQvMammkAJAfOX0jatLV2_9oQRLEDnM4QlysjY8X5yxYIcEjp5W3P0JDB3PEkzqurcne6OYfKE2rmuG2bZz6SfTzXz9V28mdNWzm8M64_FFQ7eAgApO-D7oTqUL78BPbMsgxKOJd7h_yQAUkx7vkQyI9KKR2opzS9RPLiUlJFos5k69t3YzN85jxlmmtKN_kCSrjAxUa4uzYACh7vJ5ZahI3ZAqKBWXlmf1Q0GhjAen5Tnltv2lDjrtRbfjJ2CTFmGwKK-HHp6J0z5D06sne7wCDAWEuTWI4100odCIboelAa_ojUU8tImAuYxRmDZjZA_RhHJcTeZjJ8nciEs2vvUNHJLFZ1i52HgrO5fTN_W4WIbOysSOLgnjrfMU9CFP6nKcYwsBMYDtATzDTceOT7yGRxABxlArHA5RSMtgeHRH39uhM1Gy3z_nsQ12FzWZ2TfG5oNXQQ42zyaHvWJ0v6IMW1Lyta_dMm7HmgzRc2nv-eVXFPC0uUFxvydrCxLKIRL8LHlcnEkHAyjTU2MRNhb_nHKy-16AbpQsF4OiggRYN6p_F-IJZ8SyF4YiHvNBSQoN2V8eh1oI2NKizxXmdCac2hhPfPGclf_xHrqeMZ1zqFbxMrYGf2AYdk5MDaB_FLuplbK1FwkGeNGr3YNvfapyIpqQgBUIJ1UvvFUZMbR-_7s7UFZ7ymUUfGT5gsp5QciQ_OfjdDH4kKSiAOPYEQXIL0zU5gaLBQk6zCEE-3drakzB7kmEfXhMYzs0oCUSTDV3cpsaE5Y5-OTsrsgTwDiaUaC1ojoiYV2FbLlVMDx-pnKd2rV2},
publisher={Oxford University Press}
}

J. Jokinen, T. Kujala, and A. Oulasvirta, “Multitasking in Driving as Optimal Adaptation under Uncertainty,” Human Factors, 2020.
[BibTeX] [Download PDF]

@article{jokinen2020,
title={Multitasking in Driving as Optimal Adaptation under Uncertainty},
author={Jokinen, Jussi and Kujala, Tuomas and Oulasvirta, Antti},
journal={Human Factors},
year={2020},
url={https://journals.sagepub.com/doi/abs/10.1177/0018720820927687}
}

S. Santala, A. Oulasvirta, and T. Weinkauf, “Fast Design Space Rendering of Scatterplots,” in EuroVis 2020 – Short Papers, 2020. doi:10.2312/evs.20201058
[BibTeX]

@inproceedings {s.20201058,
booktitle = {EuroVis 2020 - Short Papers},
editor = {Kerren, Andreas and Garth, Christoph and Marai, G. Elisabeta},
title = {{Fast Design Space Rendering of Scatterplots}},
author = {Santala, Simo and Oulasvirta, Antti and Weinkauf, Tino},
year = {2020},
publisher = {The Eurographics Association},
ISBN = {978-3-03868-106-9},
DOI = {10.2312/evs.20201058}
}

L. Brückner, I. Arapakis, and L. A. Leiva, “Query Abandonment Prediction with Deep Learning Models of Mouse Cursor Movements,” in Proc. CIKM, 2020. doi:10.1145/3340531.3412126
[BibTeX]

@InProceedings{Bruckner20_abandonment,
author = {Lukas Brückner and Ioannis Arapakis and Luis A. Leiva},
title = {Query Abandonment Prediction with Deep Learning Models of Mouse Cursor Movements},
booktitle = {Proc. CIKM},
year = {2020},
doi = {10.1145/3340531.3412126},
}

M. Laine, A. Nakajima, N. Dayama, and A. Oulasvirta, “Layout as a Service (LaaS): A Service Platform for Self-Optimizing Web Layouts,” in Proc. ICWE’20, 2020.
[BibTeX] [Download PDF]

@inproceedings{laine2020,
title={Layout as a Service (LaaS): A Service Platform for Self-Optimizing Web Layouts },
author={Laine, Markku and Nakajima, Ai and Dayama, Niraj and Oulasvirta, Antti},
booktitle={Proc. ICWE'20},
year={2020},
url={https://userinterfaces.aalto.fi/laas/}
}

L. A. Leiva, Y. Xue, A. Bansal, H. R. Tavakoli, T. Köroğlu, J. Du, N. R. Dayama, and A. Oulasvirta, “Understanding Visual Saliency in Mobile User Interfaces,” in Proc. MobileHCI, 2020. doi:10.1145/3379503.3403557
[BibTeX] [Download PDF]

@InProceedings{Leiva20_saliency,
author = {Luis A. Leiva and Yunfei Xue and Avya Bansal and Hamed R. Tavakoli and Tuğçe Köroğlu and Jingzhou Du and Niraj R. Dayama and Antti Oulasvirta},
title = {Understanding Visual Saliency in Mobile User Interfaces},
booktitle = {Proc. MobileHCI},
year = {2020},
url = {https://userinterfaces.aalto.fi/mobile-saliency/},
doi = {10.1145/3379503.3403557},
}

I. Arapakis and L. A. Leiva, “Learning Efficient Representations of Mouse Movements to Predict User Attention,” in Proc. SIGIR, 2020. doi:10.1145/3397271.3401031
[BibTeX] [Download PDF]

@InProceedings{Arapakis20_mtdl,
author = {Ioannis Arapakis and Luis A. Leiva},
title = {Learning Efficient Representations of Mouse Movements to Predict User Attention},
booktitle = {Proc. SIGIR},
year = {2020},
doi = {10.1145/3397271.3401031},
url = {https://arxiv.org/pdf/2006.01644},
}

J. Koch, N. Taffin, M. Laine, M. Beaudouin-Lafon, A. Lucero, and W. Mackay, “ImageSense: An Intelligent Collaborative Ideation Tool to Support Diverse Human-Computer Partnerships,” CSCW, 2020.
[BibTeX] [Download PDF]

@article{koch2020,
title={ImageSense: An Intelligent Collaborative Ideation Tool to Support Diverse Human-Computer Partnerships},
author={Koch, Janin and Taffin, Nicolas and Laine, Markku and Beaudouin-Lafon, Michel and Lucero, Andres and Mackay, Wendy},
journal={CSCW},
year={2020},
url={http://users.comnet.aalto.fi/oulasvir/pubs/Koch_CSCW.pdf}
}

J. Koch, N. Taffin, A. Lucero, and W. Mackay, “SemanticCollage: Enriching Digital Mood Board Design with Semantic Labels,” in Proceedings of the Designing Interactive Systems Conference 2020 (DIS ’20), 2020. doi:10.1145/3357236.3395494
[BibTeX] [Download PDF]

@inproceedings{SemanticCollage,
title={SemanticCollage: Enriching Digital Mood Board Design with Semantic Labels},
author={Koch, Janin and Taffin, Nicolas and Lucero, Andr{\'e}s and Mackay, Wendy},
booktitle={Proceedings of the Designing Interactive Systems Conference 2020 (DIS '20)},
year={2020},
DOI={10.1145/3357236.3395494},
url={https://userinterfaces.aalto.fi/wp-content/uploads/DIS_2020_SemanticCollage-1.pdf},
organization={ACM}
}

L. A. Leiva, R. Vatavu, D. Martín-Albo, and R. Plamondon, “Omnis Praedictio: Estimating the Full Spectrum of Human Performance with Stroke Gestures,” International Journal of Human-Computer Studies, vol. 142, 2020. doi:10.1016/j.ijhcs.2020.102466
[BibTeX] [Download PDF]

@Article{Leiva20_omnis,
author = {Luis A. Leiva and Radu-Daniel Vatavu and Daniel Martín-Albo and Réjean Plamondon},
title = {{Omnis Praedictio}: Estimating the Full Spectrum of Human Performance with Stroke Gestures},
journal = {International Journal of Human-Computer Studies},
volume = {142},
year = {2020},
doi = {10.1016/j.ijhcs.2020.102466},
url = {https://arxiv.org/pdf/2005.13477},
}

I. Arapakis, A. Penta, H. Joho, and L. Leiva, “A Price-Per-Attention Auction Scheme Using Mouse Cursor Information,” ACM Transactions on Information Systems, vol. 38, iss. 2, 2020.
[BibTeX] [Download PDF]

@article{PPAA-TOIS,
author = {Ioannis Arapakis and Antonio Penta and Hideo Joho and Luis
A. Leiva},
title = {A Price-Per-Attention Auction Scheme Using Mouse Cursor
Information},
journal = {ACM Transactions on Information Systems},
volume = {38},
number = {2},
year = {2020},
url = {https://luis.leiva.name/web/docs/papers/ppa-tois20-preprint.pdf}
}

F. Colella, P. Daee, J. Jokinen, A. Oulasvirta, and S. Kaski, “Human Strategic Steering Improves Performance of Interactive Optimization,” in Proc. UMAP’20, 2020.
[BibTeX] [Download PDF]

@inproceedings{colella2020human,
title={Human Strategic Steering Improves Performance of Interactive Optimization},
author={Colella, Fabio and Daee, Pedram and Jokinen, Jussi and Oulasvirta, Antti and Kaski, Samuel},
booktitle = {Proc. UMAP'20},
year={2020},
url={https://arxiv.org/pdf/2005.01291}
}

G. K. Illahi, T. V. Gemert, M. Siekkinen, E. Masala, A. Oulasvirta, and A. Ylä-Jääski, “Cloud gaming with foveated video encoding,” ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), vol. 16, iss. 1, p. 1–24, 2020.
[BibTeX] [Download PDF]

@article{illahi2020cloud,
title={Cloud gaming with foveated video encoding},
author={Illahi, Gazi Karam and Gemert, Thomas Van and Siekkinen, Matti and Masala, Enrico and Oulasvirta, Antti and Yl{\"a}-J{\"a}{\"a}ski, Antti},
journal={ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM)},
volume={16},
number={1},
pages={1--24},
year={2020},
publisher={ACM New York, NY, USA},
url={https://dl.acm.org/doi/pdf/10.1145/3369110}
}

L. A. Leiva, A. Hota, and A. Oulasvirta, “Enrico: A High-quality Dataset for Topic Modeling of Mobile UI Designs,” in Proceedings of the 22nd International Conference on Human-Computer Interaction with Mobile Devices and Services Adjunct, 2020. doi:10.1145/3406324.3410710
[BibTeX] [Download PDF]

@inproceedings{leiva20_enrico,
author = {Luis A. Leiva and Asutosh Hota and Antti Oulasvirta},
title = {Enrico: A High-quality Dataset for Topic Modeling of Mobile {UI} Designs},
booktitle = {Proceedings of the 22nd International Conference on Human-Computer Interaction with Mobile Devices and Services Adjunct},
series = {MobileHCI'20},
year = {2020},
url = {https://userinterfaces.aalto.fi/enrico/},
doi = {10.1145/3406324.3410710},
}

N. R. Dayama, M. Shiripour, A. Oulasvirta, E. Ivanko, and A. Karrenbaue, “Foraging-based Optimization of Menu Systems,” arXiv preprint arXiv:2005.01292, 2020.
[BibTeX] [Download PDF]

@article{dayama2020foraging,
title={Foraging-based Optimization of Menu Systems},
author={Dayama, Niraj Ramesh and Shiripour, Morteza and Oulasvirta, Antti and Ivanko, Evgeny and Karrenbaue, Andreas},
journal={arXiv preprint arXiv:2005.01292},
year={2020},
url={https://arxiv.org/pdf/2005.01292}
}

N. Dayama, K. Todi, T. Saarelainen, and A. Oulasvirta, “GRIDS: Interactive Layout Design with Integer Programming,” in Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (CHI ’20), 2020.
[BibTeX] [Download PDF]

@inproceedings{dayama2020grids,
author = {Dayama, Niraj and Todi, Kashyap and Saarelainen, Taru and Oulasvirta, Antti},
booktitle = {Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (CHI '20)},
title = {GRIDS: Interactive Layout Design with Integer Programming},
year = {2020},
publisher = {ACM},
url = {https://userinterfaces.aalto.fi/grids/}}

S. Kim, B. Lee, T. vanGemert, and A. Oulasvirta, “Optimal Sensor Position for a Computer Mouse,” in Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (CHI ’20), 2020.
[BibTeX] [Download PDF]

@inproceedings{kim2020optimal,
author = {Kim, Sunjun and Lee, Byungjoo and vanGemert, Thomas and Oulasvirta, Antti},
booktitle = {Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (CHI '20)},
title = {Optimal Sensor Position for a Computer Mouse},
year = {2020},
publisher = {ACM},
url = {https://userinterfaces.aalto.fi/mouse_sensor_position/}}

B. Lee, M. Nancel, S. Kim, and A. Oulasvirta, “AutoGain: Gain Function Adaptation with Submovement Efficiency Optimization,” in Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (CHI ’20), 2020.
[BibTeX] [Download PDF]

@inproceedings{lee2020autogain,
author = {Lee, Byungjoo and Nancel, Mathieu and Kim, Sunjun and Oulasvirta, Antti},
booktitle = {Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (CHI '20)},
title = {AutoGain: Gain Function Adaptation with Submovement Efficiency Optimization},
year = {2020},
publisher = {ACM},
url = {http://users.comnet.aalto.fi/oulasvir/pubs/CHI2020-Lee-AutoGain.pdf}}

Y. Li, S. Sarcar, S. Kim, and X. Ren, “Swap: A Replacement-based Text Revision Technique for Mobile Devices,” in Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (CHI ’20), 2020.
[BibTeX] [Download PDF]

@inproceedings{li2020swap,
author = {Li, Yang and Sarcar, Sayan and Kim, Sunjun and Ren, Xiangshi},
booktitle = {Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (CHI '20)},
title = {Swap: A Replacement-based Text Revision Technique for Mobile Devices},
year = {2020},
publisher = {ACM},
url = {http://users.comnet.aalto.fi/oulasvir/pubs/CHI2020-Li-swap.pdf}}

Y. Liao, S. Kim, B. Lee, and A. Oulasvirta, “Button Simulation and Design via FDVV Models,” in Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (CHI ’20), 2020.
[BibTeX] [Download PDF]

@inproceedings{liao2020button,
author = {Liao, Yi-Chi and Kim, Sunjun and Lee, Byungjoo and Oulasvirta, Antti},
booktitle = {Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (CHI '20)},
title = {Button Simulation and Design via FDVV Models},
year = {2020},
publisher = {ACM},
url = {https://userinterfaces.aalto.fi/button-design/}}

X. Jiang, J. Jokinen, V. Hirvola, A. Oulasvirta, and X. Ren, “How We Type: Eye and Finger Movement Strategies in Mobile Typing,” in Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (CHI ’20), 2020.
[BibTeX] [Download PDF]

@inproceedings{jiang2020how,
author = {Jiang, Xinhui and Jokinen, Jussi and Hirvola, VietBa and Oulasvirta, Antti and Ren, Xiangshi},
booktitle = {Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (CHI '20)},
title = {How We Type: Eye and Finger Movement Strategies in Mobile Typing},
year = {2020},
publisher = {ACM},
url = {https://userinterfaces.aalto.fi/how-we-type-mobile/}}

J. P. Jokinen, Z. Wang, S. Sarcar, A. Oulasvirta, and X. Ren, “Adaptive Feature Guidance: Modelling Visual Search with Graphical Layouts,” International Journal of Human-Computer Studies, vol. 136, 2020.
[BibTeX] [Download PDF]

@article{jokinen2020adaptive,
title={Adaptive Feature Guidance: Modelling Visual Search with Graphical Layouts},
author={Jokinen, Jussi PP and Wang, Zhenxin and Sarcar, Sayan and Oulasvirta, Antti and Ren, Xiangshi},
journal={International Journal of Human-Computer Studies},
volume={136},
year={2020},
url={https://doi.org/10.1016/j.ijhcs.2019.102376},
publisher={Elsevier}
}

A. Oulasvirta, N. Ramesh Dayama, M. Shiripour, M. John, and A. Karrenbauer, “Combinatorial Optimization of Graphical User Interface Designs,” IEEE Proceedings, 2020.
[BibTeX] [Download PDF]

@article{oulasvirta2020combinatorial,
title={Combinatorial Optimization of Graphical User Interface Designs},
author={Oulasvirta, Antti and Ramesh Dayama, Niraj and Shiripour, Morteza and John, Maximilian and Karrenbauer, Andreas},
journal={IEEE Proceedings},
year={2020},
url={https://ieeexplore.ieee.org/document/9000519},
publisher={IEEE}
}

2019

K. Leino, K. Todi, A. Oulasvirta, and M. Kurimo, “Computer-supported form design using keystroke-level modeling with reinforcement learning,” in Proceedings of the 24th International Conference on Intelligent User Interfaces: Companion, 2019, p. 85–86.
[BibTeX] [Download PDF]

@inproceedings{leino2019computer,
title={Computer-supported form design using keystroke-level modeling with reinforcement learning},
author={Leino, Katri and Todi, Kashyap and Oulasvirta, Antti and Kurimo, Mikko},
booktitle={Proceedings of the 24th International Conference on Intelligent User Interfaces: Companion},
pages={85--86},
year={2019},
url={https://dl.acm.org/citation.cfm?id=3308704},
organization={ACM}
}

K. Palin, A. M. Feit, S. Kim, P. O. Kristensson, and A. Oulasvirta, “How do People Type on Mobile Devices?: Observations from a Study with 37,000 Volunteers,” in Proceedings of the 21st International Conference on Human-Computer Interaction with Mobile Devices and Services, 2019, p. 9.
[BibTeX] [Download PDF]

@inproceedings{palin2019people,
title={How do People Type on Mobile Devices?: Observations from a Study with 37,000 Volunteers},
author={Palin, Kseniia and Feit, Anna Maria and Kim, Sunjun and Kristensson, Per Ola and Oulasvirta, Antti},
booktitle={Proceedings of the 21st International Conference on Human-Computer Interaction with Mobile Devices and Services},
pages={9},
year={2019},
url={https://userinterfaces.aalto.fi/typing37k/},
organization={ACM}
}

W. Liu, A. Oulasvirta, O. Rioul, M. Beaudouin-Lafon, and Y. Guiard, “Information theory: An analysis and design tool for HCI.” 2019.
[BibTeX] [Download PDF]

@inproceedings{liu2019information,
title={Information theory: An analysis and design tool for HCI},
author={Liu, Wanyu and Oulasvirta, Antti and Rioul, Olivier and Beaudouin-Lafon, Michel and Guiard, Yves},
url={https://hal.telecom-paristech.fr/hal-02300784/document},
year={2019}
}

K. Todi, J. Jokinen, K. Luyten, and A. Oulasvirta, “Individualising Graphical Layouts with Predictive Visual Search Models,” ACM Transactions on Interactive Intelligent Systems (TiiS), vol. 10, iss. 1, p. 9, 2019.
[BibTeX] [Download PDF]

@article{todi2019individualising,
title={Individualising Graphical Layouts with Predictive Visual Search Models},
author={Todi, Kashyap and Jokinen, Jussi and Luyten, Kris and Oulasvirta, Antti},
journal={ACM Transactions on Interactive Intelligent Systems (TiiS)},
volume={10},
number={1},
pages={9},
year={2019},
url={https://kashyaptodi.com/data/IndividualisingTIIS2019.pdf},
publisher={ACM}
}

K. Leino, A. Oulasvirta, and M. Kurimo, “RL-KLM: automating keystroke-level modeling with reinforcement learning,” in 24rd International Conference on Intelligent User Interfaces, 2019.
[BibTeX] [Download PDF]

@inproceedings{leino2019rl,
title={RL-KLM: automating keystroke-level modeling with reinforcement learning},
author={Leino, Katri and Oulasvirta, Antti and Kurimo, Mikko},
booktitle={24rd International Conference on Intelligent User Interfaces},
url={https://dl.acm.org/doi/pdf/10.1145/3301275.3302285},
year={2019}
}

A. Kangasrääsiö, J. P. Jokinen, A. Oulasvirta, A. Howes, and S. Kaski, “Parameter Inference for Computational Cognitive Models with Approximate Bayesian Computation,” Cognitive science, vol. 43, iss. 6, p. e12738, 2019.
[BibTeX] [Download PDF]

@article{kangasraasio2019parameter,
title={Parameter Inference for Computational Cognitive Models with Approximate Bayesian Computation},
author={Kangasr{\"a}{\"a}si{\"o}, Antti and Jokinen, Jussi PP and Oulasvirta, Antti and Howes, Andrew and Kaski, Samuel},
journal={Cognitive science},
volume={43},
number={6},
pages={e12738},
url={https://onlinelibrary.wiley.com/doi/abs/10.1111/cogs.12738},
year={2019}
}

E. Boz, B. Finley, A. Oulasvirta, K. Kilkki, and J. Manner, “Mobile QoE prediction in the field,” Pervasive and Mobile Computing, p. 101039, 2019.
[BibTeX] [Download PDF]

@article{boz2019mobile,
title={Mobile QoE prediction in the field},
author={Boz, E and Finley, B and Oulasvirta, A and Kilkki, K and Manner, J},
journal={Pervasive and Mobile Computing},
pages={101039},
year={2019},
url={https://userinterfaces.aalto.fi/qoeapprating/},
publisher={Elsevier}
}

A. Oulasvirta, “It’s time to rediscover HCI models,” Interactions, vol. 26, iss. 4, p. 52–56, 2019.
[BibTeX] [Download PDF]

@article{oulasvirta2019s,
title={It's time to rediscover HCI models},
author={Oulasvirta, Antti},
journal={Interactions},
volume={26},
number={4},
pages={52--56},
year={2019},
url={https://dl.acm.org/citation.cfm?id=3330340},
publisher={ACM}
}

M. Racca, A. Oulasvirta, and V. Kyrki, “Teacher-Aware Active Robot Learning,” in 2019 14th ACM/IEEE International Conference on Human-Robot Interaction (HRI), 2019, p. 335–343.
[BibTeX] [Download PDF]

@inproceedings{racca2019teacher,
title={Teacher-Aware Active Robot Learning},
author={Racca, Mattia and Oulasvirta, Antti and Kyrki, Ville},
booktitle={2019 14th ACM/IEEE International Conference on Human-Robot Interaction (HRI)},
pages={335--343},
year={2019},
url={http://users.comnet.aalto.fi/oulasvir/pubs/fp1031.pdf},
organization={IEEE}
}

C. Gobert, K. Todi, G. Bailly, and A. Oulasvirta, “SAM: self-adapting menus on the web,” in Proceedings of the 24th International Conference on Intelligent User Interfaces: Companion, 2019, p. 75–76.
[BibTeX] [Download PDF]

@inproceedings{gobert2019sam,
title={SAM: self-adapting menus on the web},
author={Gobert, Camille and Todi, Kashyap and Bailly, Gilles and Oulasvirta, Antti},
booktitle={Proceedings of the 24th International Conference on Intelligent User Interfaces: Companion},
pages={75--76},
year={2019},
url={https://www.kashyaptodi.com/sam/},
organization={ACM}
}

M. M. L. Freire, D. Potts, N. R. Dayama, A. Oulasvirta, and M. Di Francesco, “Foraging-based optimization of pervasive displays,” Pervasive and Mobile Computing, 2019.
[BibTeX] [Download PDF]

@article{freire2019foraging,
title={Foraging-based optimization of pervasive displays},
author={Freire, Maria L Montoya and Potts, Dominic and Dayama, Niraj Ramesh and Oulasvirta, Antti and Di Francesco, Mario},
journal={Pervasive and Mobile Computing},
year={2019},
url={https://research.aalto.fi/files/32471770/ELEC_Oulasvirta_et_al_foraging_based_optimization_Pervasive_Mobile_Computing.pdf},
publisher={Elsevier}
}

J. Koch, A. Lucero, L. Hegemann, and A. Oulasvirta, “May AI?: Design Ideation with Cooperative Contextual Bandits,” in Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019, p. 633.
[BibTeX] [Download PDF]

@inproceedings{koch2019may,
title={May AI?: Design Ideation with Cooperative Contextual Bandits},
author={Koch, Janin and Lucero, Andr{\'e}s and Hegemann, Lena and Oulasvirta, Antti},
booktitle={Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems},
pages={633},
year={2019},
url={https://userinterfaces.aalto.fi/ccb/},
organization={ACM}
}

2018

X. Gao, Y. Yang, C. Liu, C. Mitropoulos, J. Lindqvist, and A. Oulasvirta, “Forgetting of passwords: ecological theory and data,” in 27th USENIX Security Symposium (USENIX Security 18), 2018, p. 221–238.
[BibTeX] [Download PDF]

@inproceedings{gao2018forgetting,
title={Forgetting of passwords: ecological theory and data},
author={Gao, Xianyi and Yang, Yulong and Liu, Can and Mitropoulos, Christos and Lindqvist, Janne and Oulasvirta, Antti},
booktitle={27th USENIX Security Symposium (USENIX Security 18)},
pages={221--238},
year={2018},
url={https://www.usenix.org/system/files/conference/usenixsecurity18/sec18-gao.pdf},
organization={USENIX Association}
}

J. Koch and A. Oulasvirta, “Group cognition and collaborative AI,” in Human and Machine Learning, Springer, 2018, p. 293–312.
[BibTeX] [Download PDF]

@incollection{koch2018group,
title={Group cognition and collaborative AI},
author={Koch, Janin and Oulasvirta, Antti},
booktitle={Human and Machine Learning},
pages={293--312},
year={2018},
url={https://userinterfaces.aalto.fi/wp-content/uploads/Group_Cognition_Authors_copy.pdf},
publisher={Springer}
}

J. Koch, M. László, A. Lucero, and A. Oulasvirta, “Surfing for Inspiration: Digital Inspirational Material in Design Practice,” in Design Research Society 2018 Catalyst (DRS2018), 2018.
[BibTeX] [Download PDF]

@inproceedings{koch2018surfing,
author = {Koch, Janin and László, Magda and Lucero, Andrés and Oulasvirta, Antti},
booktitle = {Design Research Society 2018 Catalyst (DRS2018)},
title = {Surfing for Inspiration: Digital Inspirational Material in Design Practice},
url={https://userinterfaces.aalto.fi/inspiration-in-design/},
year = {2018}
}

A. Oulasvirta, S. De Pascale, J. Koch, T. Langerak, J. Jokinen, K. Todi, M. Laine, M. Kristhombuge, Y. Zhu, A. Miniukovich, and others, “Aalto Interface Metrics (AIM): A Service and Codebase for Computational GUI Evaluation,” in The 31st Annual ACM Symposium on User Interface Software and Technology Adjunct Proceedings, 2018, p. 16–19.
[BibTeX] [Download PDF]

@inproceedings{oulasvirta2018aalto,
title={Aalto Interface Metrics (AIM): A Service and Codebase for Computational GUI Evaluation},
author={Oulasvirta, Antti and De Pascale, Samuli and Koch, Janin and Langerak, Thomas and Jokinen, Jussi and Todi, Kashyap and Laine, Markku and Kristhombuge, Manoj and Zhu, Yuxi and Miniukovich, Aliaksei and others},
booktitle={The 31st Annual ACM Symposium on User Interface Software and Technology Adjunct Proceedings},
pages={16--19},
year={2018},
url={http://interfacemetrics.aalto.fi},
organization={ACM}
}

Y. Liao, S. Kim, and A. Oulasvirta, “One Button to Rule Them All: Rendering Arbitrary Force-Displacement Curves,” in The 31st Annual ACM Symposium on User Interface Software and Technology Adjunct Proceedings, 2018, p. 111–113.
[BibTeX] [Download PDF]

@inproceedings{liao2018one,
title={One Button to Rule Them All: Rendering Arbitrary Force-Displacement Curves},
author={Liao, Yi-Chi and Kim, Sunjun and Oulasvirta, Antti},
booktitle={The 31st Annual ACM Symposium on User Interface Software and Technology Adjunct Proceedings},
pages={111--113},
year={2018},
url={https://userinterfaces.aalto.fi/button-simulator/},
organization={ACM}
}

M. Speicher, A. M. Feit, P. Ziegler, and A. Krüger, “Selection-based Text Entry in Virtual Reality,” in Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems (CHI), 2018.
[BibTeX] [Download PDF]

@inproceedings{speicher2018selection,
author = {Speicher, Marco and Feit, Anna Maria and Ziegler, Pascal and Krüger, Antonio},
booktitle = {Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems (CHI)},
title = {Selection-based Text Entry in Virtual Reality},
year = {2018},
publisher = {ACM},
url = {http://umtl.cs.uni-saarland.de/research/projects/selection-based-text-entry-in-virtual-reality.html},
keywords = {Virtual reality, text entry, pointing, mid-air, user experience, task performance}
}

P. Knierim, V. Schwind, A. M. Feit, F. Nieuwenhuizen, and N. Henze, “Physical Keyboards in Virtual Reality: Analysis of Typing Performance and Effects of Avatar Hands,” in Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems (CHI, 2018.
[BibTeX] [Download PDF]

@inproceedings{knierim2018physical,
author = {Knierim, Pascal and Schwind, Valentin and Feit, Anna Maria and Nieuwenhuizen, Florian and Henze, Niels},
booktitle = {Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems (CHI},
title = {Physical Keyboards in Virtual Reality: Analysis of Typing Performance and Effects of Avatar Hands },
year = {2018},
publisher = {ACM},
url = {http://annafeit.de/resources/papers/Physical_keyboards_in_VR_CHI18.pdf},
keywords = {Virtual reality, text entry, physical keyboard, hands}
}

A. Oulasvirta, P. O. Kristensson, X. Bi, and A. Howes, Computational Interaction, Oxford University Press, 2018.
[BibTeX] [Download PDF]

@book{oulasvirta2018computational,
title={Computational Interaction},
author={Oulasvirta, Antti and Kristensson, Per Ola and Bi, Xiaojun and Howes, Andrew},
year={2018},
url={http://www.oup.com/academic/product/9780198799610},
publisher={Oxford University Press}
}

A. Oulasvirta, S. Kim, and B. Lee, “Neuromechanics of a Button Press.” 2018, p. 4099–4112.
[BibTeX] [Download PDF]

@inproceedings{oulasvirta2018neuromechanics,
title = {Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems (CHI '18)},
author = {Oulasvirta, Antti and Kim, Sunjun and Lee, Byungjoo},
title = {Neuromechanics of a Button Press},
pages = {4099--4112},
year = {2018},
url = {http://userinterfaces.aalto.fi/neuromechanics},
organization = {ACM Press}
}

S. Kim, B. Lee, and A. Oulasvirta, “Impact Activation Improves Rapid Button Pressing,” in Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems (CHI ’18), 2018.
[BibTeX] [Download PDF]

@inproceedings{kim2018impact,
author = {Kim, Sunjun and Lee, Byungjoo and Oulasvirta, Antti},
booktitle = {Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems (CHI '18)},
title = {Impact Activation Improves Rapid Button Pressing},
year = {2018},
publisher = {ACM},
url = {http://userinterfaces.aalto.fi/impact_activation},
keywords = {impact activation, button design, activation point, temporal pointing, rapid tapping}
}

B. Lee, S. Kim, A. Oulasvirta, J. Lee, and E. Park, “Moving Target Selection: A Cue Integration Model,” in Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems (CHI ’18), 2018.
[BibTeX] [Download PDF]

@inproceedings{lee2018moving,
author = {Lee, Byungjoo and Kim, Sunjun and Oulasvirta, Antti and Lee, Jong-in and Park, Eunji},
booktitle = {Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems (CHI '18)},
title = {Moving Target Selection: A Cue Integration Model},
year = {2018},
url = {https://cookingfoil.github.io/paper/paper_MTS.pdf},
publisher = {ACM Press}
}

V. Dhakal, A. Feit, P. O. Kristensson, and A. Oulasvirta, “Observations on Typing from 136 Million Keystrokes,” in Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems (CHI ’18), 2018.
[BibTeX] [Download PDF]

@inproceedings{dhakal2018observations,
author = {Dhakal, Vivek and Feit, Anna and Kristensson, Per Ola and Oulasvirta, Antti},
booktitle = {Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems (CHI '18)},
title = {{Observations on Typing from 136 Million Keystrokes}},
year = {2018},
publisher = {ACM},
url = {https://userinterfaces.aalto.fi/136Mkeystrokes/},
keywords = {text entry, modern typing behavior, large-scale study}
}

J. P. Jokinen, J. Silvennoinen, and T. Kujala, “Relating Experience Goals With Visual User Interface Design,” Interacting with Computers, vol. 30, iss. 5, p. 378–395, 2018.
[BibTeX] [Download PDF]

@article{jokinen2018relating,
title={Relating Experience Goals With Visual User Interface Design},
author={Jokinen, Jussi PP and Silvennoinen, Johanna and Kujala, Tuomo},
journal={Interacting with Computers},
volume={30},
number={5},
pages={378--395},
year={2018},
url={https://userinterfaces.aalto.fi/emotion/},
publisher={Oxford University Press}
}

K. Todi, J. Jokinen, K. Luyten, and A. Oulasvirta, “Familiarisation: Restructuring Layouts with Visual Learning Models,” in 23rd International Conference on Intelligent User Interfaces, 2018, p. 547–558.
[BibTeX] [Download PDF]

@inproceedings{todi2018familiarisation,
title={Familiarisation: Restructuring Layouts with Visual Learning Models},
author={Todi, Kashyap and Jokinen, Jussi and Luyten, Kris and Oulasvirta, Antti},
booktitle={23rd International Conference on Intelligent User Interfaces},
pages={547--558},
year={2018},
url={http://www.kashyaptodi.com/familiarisation/},
organization={ACM}
}

S. Sarcar, J. P. Jokinen, A. Oulasvirta, Z. Wang, C. Silpasuwanchai, and X. Ren, “Ability-Based Optimization of Touchscreen Interactions,” IEEE Pervasive Computing, vol. 17, iss. 1, p. 15–26, 2018.
[BibTeX] [Download PDF]

@article{sarcar2018ability,
title={Ability-Based Optimization of Touchscreen Interactions},
author={Sarcar, Sayan and Jokinen, Jussi PP and Oulasvirta, Antti and Wang, Zhenxin and Silpasuwanchai, Chaklam and Ren, Xiangshi},
journal={IEEE Pervasive Computing},
volume={17},
number={1},
pages={15--26},
year={2018},
url={https://userinterfaces.aalto.fi/ability-based-optimization/},
publisher={IEEE}
}

S. Park, C. Gebhardt, R. Rädle, A. Feit, H. Vrzakova, N. Dayama, H. Yeo, C. Klokmose, A. Quigley, A. Oulasvirta, and others, “AdaM: Adapting Multi-User Interfaces for Collaborative Environments in Real-Time,” in Proceedings of the 36th Annual ACM Conference on Human Factors in Computing Systems (CHI’18), 2018.
[BibTeX] [Download PDF]

@inproceedings{park2018adam,
title={AdaM: Adapting Multi-User Interfaces for Collaborative Environments in Real-Time},
author={Park, Seonwook and Gebhardt, Christoph and R{\"a}dle, Roman and Feit, Anna and Vrzakova, Hana and Dayama, Niraj and Yeo, Hui-Shyong and Klokmose, Clemens and Quigley, Aaron and Oulasvirta, Antti and others},
booktitle={Proceedings of the 36th Annual ACM Conference on Human Factors in Computing Systems (CHI’18)},
url={https://ait.ethz.ch/projects/2018/adam/},
publisher={ACM Press},
year={2018}
}

2017

A. Kangasrääsiö, K. Athukorala, A. Howes, J. Corander, S. Kaski, and A. Oulasvirta, “Inferring Cognitive Models from Data using Approximate Bayesian Computation,” in Proceedings of the 35th Annual ACM Conference on Human Factors in Computing Systems, New York, NY, USA, 2017.
[BibTeX] [Download PDF]

@inproceedings{kangasraasio2016inverse,
title={Inferring Cognitive Models from Data using Approximate Bayesian Computation},
author={Kangasr{\"a}{\"a}si{\"o}, Antti and Athukorala, Kumaripaba and Howes, Andrew and Corander, Jukka and Kaski, Samuel and Oulasvirta, Antti},
booktitle = {Proceedings of the 35th Annual ACM Conference on Human Factors in Computing Systems},
series = {CHI '17},
year = {2017},
url = {http://dx.doi.org/10.1145/3025453.3025576},
acmid = {3025576},
publisher = {ACM},
address = {New York, NY, USA},
}

J. P. Jokinen, S. Sarcar, A. Oulasvirta, C. Silpasuwanchai, Z. Wang, and X. Ren, “Modelling Learning of New Keyboard Layouts,” in Proceedings of the 35th Annual ACM Conference on Human Factors in Computing Systems, New York, NY, USA, 2017, p. to appear.
[BibTeX] [Download PDF]

@inproceedings{jokinenmodelling,
title={Modelling Learning of New Keyboard Layouts},
author={Jokinen, Jussi PP and Sarcar, Sayan and Oulasvirta, Antti and Silpasuwanchai, Chaklam and Wang, Zhenxin and Ren, Xiangshi},
booktitle = {Proceedings of the 35th Annual ACM Conference on Human Factors in Computing Systems},
series = {CHI '17},
year = {2017},
pages = {to appear},
url = {https://users.aalto.fi/~jokinej10/visual-search/},
acmid = {3025580},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {Eye tracking; gaze ﬁlters; sensor noise; adaptive interfaces},
}

A. M. Feit, S. Williams, A. Toledo, A. Paradiso, H. Kulkarni, S. Kane, and M. Ringel Morris, “Toward Everyday Gaze Input: Accuracy and Precision of Eye Tracking and Implications for Design,” in Proceedings of the 35th Annual ACM Conference on Human Factors in Computing Systems, New York, NY, USA, 2017.
[BibTeX] [Download PDF]

@inproceedings{Feit2017_everyday_eyetracking,
author = {Feit, Anna Maria and Williams, Shane and Toledo, Arturo and Paradiso, Ann and Kulkarni, Harish and Kane, Shaun and Ringel Morris, Meredith},
title = {Toward Everyday Gaze Input: Accuracy and Precision of Eye Tracking and Implications for Design},
booktitle = {Proceedings of the 35th Annual ACM Conference on Human Factors in Computing Systems},
series = {CHI '17},
year = {2017},
url = {http://dx.doi.org/10.1145/3025453.3025599},
acmid = {3025599},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {Eye tracking; gaze ﬁlters; sensor noise; adaptive interfaces},
}

A. Salovaara, A. Oulasvirta, and G. Jacucci, “Evaluation of Prototypes and the Problem of Possible Futures,” , 2017.
[BibTeX] [Download PDF]

@article{salovaara2017evaluation,
title={Evaluation of Prototypes and the Problem of Possible Futures},
author={Salovaara, Antti and Oulasvirta, Antti and Jacucci, Giulio},
booktitle = {Proceedings of the 35th Annual ACM Conference on Human Factors in Computing Systems},
series = {CHI '17},
year = {2017},
url = {http://dx.doi.org/10.1145/3025453.3025658},
acmid = {3025658},
publisher = {ACM},
address = {New York, NY, USA}
}

A. Oulasvirta, A. Feit, P. Lähteenlahti, and A. Karrenbauer, “Computational Support for Functionality Selection in Interaction Design,” ACM Transactions on Computer-Human Interaction (TOCHI), vol. 24, iss. 5, p. 34, 2017.
[BibTeX] [Download PDF]

@article{oulasvirta2017computational,
title={Computational Support for Functionality Selection in Interaction Design},
author={Oulasvirta, Antti and Feit, Anna and L{\"a}hteenlahti, Perttu and Karrenbauer, Andreas},
journal={ACM Transactions on Computer-Human Interaction (TOCHI)},
volume={24},
number={5},
pages={34},
year={2017},
url={http://userinterfaces.aalto.fi/functionality},
publisher={ACM}
}

J. Müller, A. Oulasvirta, and R. Murray-Smith, “Control theoretic models of pointing,” ACM Transactions on Computer-Human Interaction (TOCHI), vol. 24, iss. 4, p. 27, 2017.
[BibTeX] [Download PDF]

@article{muller2017control,
title={Control theoretic models of pointing},
author={M{\"u}ller, J{\"o}rg and Oulasvirta, Antti and Murray-Smith, Roderick},
journal={ACM Transactions on Computer-Human Interaction (TOCHI)},
volume={24},
number={4},
pages={27},
year={2017},
url={http://joergmueller.info/controlpointing/},
publisher={ACM}
}

S. Sridhar, A. Markussen, A. Oulasvirta, C. Theobalt, and S. Boring, “WatchSense: On-and Above-Skin Input Sensing through a Wearable Depth Sensor,” in Proceedings of the 35th Annual ACM Conference on Human Factors in Computing Systems, New York, NY, USA, 2017.
[BibTeX] [Download PDF]

@inproceedings{sridhar2017onskin,
title={WatchSense: On-and Above-Skin Input Sensing through a Wearable Depth Sensor},
author={Sridhar, Srinath and Markussen, Anders and Oulasvirta, Antti and Theobalt, Christian and Boring, Sebastian},
booktitle = {Proceedings of the 35th Annual ACM Conference on Human Factors in Computing Systems},
series = {CHI '17},
year = {2017},
url = {http://dx.doi.org/10.1145/3025453.3026005},
acmid = {3026005},
publisher = {ACM},
address = {New York, NY, USA}
}

K. Hornbaek and A. Oulasvirta, “What Is Interaction?,” in Proceedings of the 35th Annual ACM Conference on Human Factors in Computing Systems, New York, NY, USA, 2017.
[BibTeX] [Download PDF]

@inproceedings{Hornbaek2017interaction,
title={What Is Interaction?},
author={Hornbaek, Kasper and Oulasvirta, Antti},
booktitle = {Proceedings of the 35th Annual ACM Conference on Human Factors in Computing Systems},
series = {CHI '17},
year = {2017},
url = {http://dx.doi.org/10.1145/3025453.3025765},
acmid = {3025765},
publisher = {ACM},
address = {New York, NY, USA}
}

A. Oulasvirta, “User Interface Design with Combinatorial Optimization,” Computer, vol. 50, iss. 1, p. 40–47, 2017.
[BibTeX] [Download PDF]

@article{oulasvirta2017user,
title={User Interface Design with Combinatorial Optimization},
author={Oulasvirta, Antti},
journal={Computer},
volume={50},
number={1},
pages={40--47},
url= {http://bit.do/anttipaper},
year={2017},
publisher={IEEE}
}

L. Micallef, G. Palmas, A. Oulasvirta, and T. Weinkauf, “Towards Perceptual Optimization of the Visual Design of Scatterplots,” IEEE Transactions on Visualization and Computer Graphics, vol. PP, iss. 99, pp. 1-1, 2017.
[BibTeX] [Download PDF]

@ARTICLE{micallef2017,
author={Luana Micallef and Gregorio Palmas and Antti Oulasvirta and Tino Weinkauf},
journal={IEEE Transactions on Visualization and Computer Graphics},
title={Towards Perceptual Optimization of the Visual Design of Scatterplots},
year={2017},
volume={PP},
number={99},
pages={1-1},
url={http://userinterfaces.aalto.fi/scatterplot_optimization/},
keywords={Correlation;Cost function;Data analysis;Data visualization;Measurement;Visualization;Scatterplot;crowdsourcing;optimization;perception},
ISSN={1077-2626},
month={},}

2016

B. Lee, O. Savisaari, and A. Oulasvirta, “Spotlights: Attention-Optimised Highlights for Skim Reading,” in Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016, p. 5203–5214.
[BibTeX] [Download PDF]

@inproceedings{lee2016spotlights,
title={Spotlights: Attention-Optimised Highlights for Skim Reading},
author={Lee, Byungjoo and Savisaari, Olli and Oulasvirta, Antti},
booktitle={Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems},
url={http://users.comnet.aalto.fi/oulasvir/pubs/spotlights-chi2016.pdf},
pages={5203--5214},
year={2016},
organization={ACM}
}

A. M. Feit, D. Weir, and A. Oulasvirta, “How We Type: Movement Strategies and Performance in Everyday Typing,” in Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016, p. 4262–4273.
[BibTeX] [Download PDF]

@inproceedings{feit2016we,
title={How We Type: Movement Strategies and Performance in Everyday Typing},
author={Feit, Anna Maria and Weir, Daryl and Oulasvirta, Antti},
booktitle={Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems},
url={https://userinterfaces.aalto.fi/how-we-type-movement-strategies-and-performance-in-everyday-typing-chi16/},
pages={4262--4273},
year={2016},
organization={ACM}
}

B. Lee and A. Oulasvirta, “Modelling Error Rates in Temporal Pointing,” in Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016, p. 1857–1868.
[BibTeX] [Download PDF]

@inproceedings{lee2016modelling,
title={Modelling Error Rates in Temporal Pointing},
author={Lee, Byungjoo and Oulasvirta, Antti},
booktitle={Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems},
pages={1857--1868},
url={https://dl.acm.org/citation.cfm?id=2858143},
year={2016},
organization={ACM}
}

A. Oulasvirta and K. Hornbæk, “HCI Research as Problem-Solving,” in Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016, p. 4956–4967.
[BibTeX] [Download PDF]

@inproceedings{oulasvirta2016hci,
title={HCI Research as Problem-Solving},
author={Oulasvirta, Antti and Hornb{\ae}k, Kasper},
booktitle={Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems},
pages={4956--4967},
url={https://dl.acm.org/citation.cfm?id=2858283},
year={2016},
organization={ACM}
}

K. Athukorala, A. Medlar, A. Oulasvirta, G. Jacucci, and D. Glowacka, “Beyond Relevance: Adapting Exploration/Exploitation in Information Retrieval,” in Proceedings of the 21st International Conference on Intelligent User Interfaces, 2016, p. 359–369.
[BibTeX] [Download PDF]

@inproceedings{athukorala2016beyond,
title={Beyond Relevance: Adapting Exploration/Exploitation in Information Retrieval},
author={Athukorala, Kumaripaba and Medlar, Alan and Oulasvirta, Antti and Jacucci, Giulio and Glowacka, Dorota},
booktitle={Proceedings of the 21st International Conference on Intelligent User Interfaces},
pages={359--369},
url={http://users.comnet.aalto.fi/oulasvir/pubs/beyond-relevance-iui2016.pdf},
year={2016},
organization={ACM}
}

J. Koch and A. Oulasvirta, “Computational Layout Perception using Gestalt Laws,” in Proceedings of the 2016 CHI Conference Extended Abstracts on Human Factors in Computing Systems, 2016, p. 1423–1429.
[BibTeX] [Download PDF]

@inproceedings{koch2016computational,
title={Computational Layout Perception using Gestalt Laws},
author={Koch, Janin and Oulasvirta, Antti},
booktitle={Proceedings of the 2016 CHI Conference Extended Abstracts on Human Factors in Computing Systems},
pages={1423--1429},
url={https://dl.acm.org/citation.cfm?id=2892537},
year={2016},
organization={ACM}
}

K. Todi, D. Weir, and A. Oulasvirta, “Sketchplore: Sketch and Explore Layout Designs with an Optimiser,” in Proceedings of the 2016 CHI Conference Extended Abstracts on Human Factors in Computing Systems, 2016, p. 3780–3783.
[BibTeX] [Download PDF]

@inproceedings{todi2016sketchplore,
title={Sketchplore: Sketch and Explore Layout Designs with an Optimiser},
author={Todi, Kashyap and Weir, Daryl and Oulasvirta, Antti},
booktitle={Proceedings of the 2016 CHI Conference Extended Abstracts on Human Factors in Computing Systems},
url={http://www.kashyaptodi.com/data/SketchploreCHI2016Interactivity.pdf},
pages={3780--3783},
year={2016},
organization={ACM}
}

K. Todi, D. Weir, and A. Oulasvirta, “Sketchplore: Sketch and Explore with a Layout Optimiser,” in Proceedings of the 2016 ACM Conference on Designing Interactive Systems, 2016, p. 543–555.
[BibTeX] [Download PDF]

@inproceedings{todi2016sketchplore,
title={Sketchplore: Sketch and Explore with a Layout Optimiser},
author={Todi, Kashyap and Weir, Daryl and Oulasvirta, Antti},
booktitle={Proceedings of the 2016 ACM Conference on Designing Interactive Systems},
pages={543--555},
url={http://www.kashyaptodi.com/data/SketchploreDIS2016.pdf},
year={2016},
organization={ACM}
}

A. Oulasvirta, “Can computers design interaction?,” in Proceedings of the 8th ACM SIGCHI Symposium on Engineering Interactive Computing Systems, 2016, p. 1–2.
[BibTeX]

@inproceedings{oulasvirta2016can,
title={Can computers design interaction?},
author={Oulasvirta, Antti},
booktitle={Proceedings of the 8th ACM SIGCHI Symposium on Engineering Interactive Computing Systems},
pages={1--2},
year={2016},
organization={ACM}
}

S. B{o}dker, K. Hornbæk, A. Oulasvirta, and S. Reeves, “Nine questions for HCI researchers in the making,” interactions, vol. 23, iss. 4, p. 58–61, 2016.
[BibTeX] [Download PDF]

@article{bodker2016nine,
title={Nine questions for HCI researchers in the making},
author={B{\o}dker, Susanne and Hornb{\ae}k, Kasper and Oulasvirta, Antti and Reeves, Stuart},
journal={interactions},
url={http://interactions.acm.org/archive/view/july-august-2016/nine-questions-for-hci-researchers-in-the-making},
volume={23},
number={4},
pages={58--61},
year={2016},
publisher={ACM}
}

A. Oulasvirta and G. D. Abowd, “User Interface Design in the 21st Century: Guest Editors’ Introduction,” Computer, vol. 49, iss. 7, p. 11–13, 2016.
[BibTeX] [Download PDF]

@article{oulasvirta2016user,
title={User Interface Design in the 21st Century: Guest Editors' Introduction},
author={Oulasvirta, Antti and Abowd, Gregory D},
journal={Computer},
volume={49},
number={7},
url={http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=7503513},
pages={11--13},
year={2016},
publisher={IEEE}
}

S. Sridhar, F. Mueller, M. Zollhöfer, D. Casas, A. Oulasvirta, and C. Theobalt, “Real-time joint tracking of a hand manipulating an object from RGB-D input,” in European Conference on Computer Vision, 2016, p. 294–310.
[BibTeX] [Download PDF]

@inproceedings{sridhar2016real,
title={Real-time joint tracking of a hand manipulating an object from RGB-D input},
author={Sridhar, Srinath and Mueller, Franziska and Zollh{\"o}fer, Michael and Casas, Dan and Oulasvirta, Antti and Theobalt, Christian},
booktitle={European Conference on Computer Vision},
pages={294--310},
url={http://handtracker.mpi-inf.mpg.de/projects/RealtimeHO/},
year={2016},
organization={Springer}
}

A. Oulasvirta and G. D. Abowd, “User Interface Design in the 21st Century,” Computer, vol. 49, iss. 7, p. 11–13, 2016.
[BibTeX]

@article{oulasvirta2016user,
title={User Interface Design in the 21st Century},
author={Oulasvirta, Antti and Abowd, Gregory D},
journal={Computer},
volume={49},
number={7},
pages={11--13},
year={2016},
publisher={IEEE}
}

G. Villalobos-Zúñiga, T. Kujala, and A. Oulasvirta, “T9+HUD: Physical Keypad and HUD Can Improve Driving Performance While Typing and Driving,” in Proceedings of the 8th International Conference on Automotive User Interfaces and Interactive Vehicular Applications, New York, NY, USA, 2016, p. 177–184.
[BibTeX] [Download PDF]

@inproceedings{Villalobos-Zuniga:2016:TPK:3003715.3005453,
author = {Villalobos-Z\'{u}\~{n}iga, Gabriela and Kujala, Tuomo and Oulasvirta, Antti},
title = {T9+HUD: Physical Keypad and HUD Can Improve Driving Performance While Typing and Driving},
booktitle = {Proceedings of the 8th International Conference on Automotive User Interfaces and Interactive Vehicular Applications},
series = {Automotive'UI 16},
year = {2016},
isbn = {978-1-4503-4533-0},
location = {Ann Arbor, MI, USA},
pages = {177--184},
numpages = {8},
url = {http://doi.acm.org/10.1145/3003715.3005453},
acmid = {3005453},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {Automotive User Interfaces, Car Interfaces, T9 text input, Text input},
}

2015

M. Bachynskyi, G. Palmas, A. Oulasvirta, and T. Weinkauf, “Informing the Design of Novel Input Methods with Muscle Coactivation Clustering,” ACM Transactions on Computer-Human Interaction (TOCHI), vol. 21, iss. 6, p. 30, 2015.
[BibTeX] [Download PDF]

@article{bachynskyi2015informing,
title={Informing the Design of Novel Input Methods with Muscle Coactivation Clustering},
author={Bachynskyi, Myroslav and Palmas, Gregorio and Oulasvirta, Antti and Weinkauf, Tino},
journal={ACM Transactions on Computer-Human Interaction (TOCHI)},
volume={21},
number={6},
pages={30},
year={2015},
url={http://resources.mpi-inf.mpg.de/coactivationclustering/},
publisher={ACM}
}

X. Chen, G. Bailly, D. P. Brumby, A. Oulasvirta, and A. Howes, “The Emergence of Interactive Behaviour: A Model of Rational Menu Search,” in Proc. CHI’15, 2015, p. 4217–4226.
[BibTeX] [Download PDF]

@inproceedings{chen2015emergence,
title={The Emergence of Interactive Behaviour: A Model of Rational Menu Search},
author={Chen, Xiuli and Bailly, Gilles and Brumby, Duncan P and Oulasvirta, Antti and Howes, Andrew},
booktitle={Proc. CHI’15},
pages={4217--4226},
year={2015},
url={http://users.comnet.aalto.fi/oulasvir/pubs/pn1895-pcs-pdf.pdf},
organization={ACM}
}

S. Sridhar, A. Feit, C. Theobalt, and A. Oulasvirta, “Investigating the Dexterity of Multi-Finger Input for Mid-Air Text Entry,” in Proc. CHI’15, 2015.
[BibTeX] [Download PDF]

@inproceedings{sridhar2015investigating,
title={Investigating the Dexterity of Multi-Finger Input for Mid-Air Text Entry},
author={Sridhar, Srinath and Feit, Anna and Theobalt, Christian and Oulasvirta, Antti},
booktitle={Proc. CHI’15},
year={2015},
url={http://handtracker.mpi-inf.mpg.de/projects/HandDexterity/},
organization={ACM}
}

M. Bachynskyi, G. Palmas, A. Oulasvirta, J. Steimle, and T. Weinkauf, “Performance and Ergonomics of Touch Surfaces: A Comparative Study using Biomechanical Simulation,” in Proc. CHI’15, 2015, p. 1817–1826.
[BibTeX] [Download PDF]

@inproceedings{bachynskyi2015performance,
title={Performance and Ergonomics of Touch Surfaces: A Comparative Study using Biomechanical Simulation},
author={Bachynskyi, Myroslav and Palmas, Gregorio and Oulasvirta, Antti and Steimle, J{\"u}rgen and Weinkauf, Tino},
booktitle={Proc. CHI’15},
pages={1817--1826},
year={2015},
url={http://resources.mpi-inf.mpg.de/touchbiomechanics/},
organization={ACM}
}

S. Sridhar, F. Mueller, A. Oulasvirta, and C. Theobalt, “Fast and Robust Hand Tracking Using Detection-Guided Optimization,” in Proc. CVPR’15, 2015, p. 3213–3221.
[BibTeX] [Download PDF]

@inproceedings{sridhar2015fast,
title={Fast and Robust Hand Tracking Using Detection-Guided Optimization},
author={Sridhar, Srinath and Mueller, Franziska and Oulasvirta, Antti and Theobalt, Christian},
booktitle={Proc. CVPR’15},
pages={3213--3221},
url={http://handtracker.mpi-inf.mpg.de/projects/FastHandTracker/content/FastHandTracker_CVPR2015.pdf},
year={2015}
}

M. Weigel, T. Lu, G. Bailly, A. Oulasvirta, C. Majidi, and J. Steimle, “iSkin: Flexible, Stretchable and Visually Customizable On-Body Touch Sensors for Mobile Computing,” in Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems, 2015, p. 2991–3000.
[BibTeX] [Download PDF]

@inproceedings{Weigel:2015:IFS:2702123.2702391,
author = {Weigel, Martin and Lu, Tong and Bailly, Gilles and Oulasvirta, Antti and Majidi, Carmel and Steimle, J\"{u}rgen},
title = {iSkin: Flexible, Stretchable and Visually Customizable On-Body Touch Sensors for Mobile Computing},
booktitle = {Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems},
series = {CHI '15},
year = {2015},
isbn = {978-1-4503-3145-6},
pages = {2991--3000},
numpages = {10},
url = {http://doi.acm.org/10.1145/2702123.2702391},
publisher = {ACM},
}

B. Lee and A. Oulasvirta, “Spotlights: Facilitating Skim Reading with Attention-Optimized Highlights,” in Adjunct Proceedings of the 28th Annual ACM Symposium on User Interface Software & Technology, 2015, p. 37–38.
[BibTeX] [Download PDF]

@inproceedings{lee2015spotlights,
title={Spotlights: Facilitating Skim Reading with Attention-Optimized Highlights},
author={Lee, Byungjoo and Oulasvirta, Antti},
booktitle={Adjunct Proceedings of the 28th Annual ACM Symposium on User Interface Software \& Technology},
pages={37--38},
year={2015},
url ={https://userinterfaces.aalto.fi/spotlights-attention-optimized-highlights-for-skim-reading-chi-16/},
organization={ACM}
}

2014

G. Palmas, M. Bachynskyi, A. Oulasvirta, H. P. Seidel, and T. Weinkauf, “An Edge-Bundling Layout for Interactive Parallel Coordinates,” in Proc. PacificVis’14, 2014, p. 57–64.
[BibTeX]

@inproceedings{palmas2014edge,
title={An Edge-Bundling Layout for Interactive Parallel Coordinates},
author={Palmas, Gregorio and Bachynskyi, Myroslav and Oulasvirta, Antti and Seidel, Hans Peter and Weinkauf, Tino},
booktitle={Proc. PacificVis’14},
pages={57--64},
year={2014},
organization={IEEE}
}

Y. Yang, J. Lindqvist, and A. Oulasvirta, “Text Entry Method Affects Password Security,” in Proc. USENIX LASER Workshop, 2014.
[BibTeX] [Download PDF]

@inproceedings{yang2014text,
title={Text Entry Method Affects Password Security},
author={Yang, Yulong and Lindqvist, Janne and Oulasvirta, Antti},
booktitle={Proc. USENIX LASER Workshop},
url={https://www.usenix.org/system/files/conference/laser2014/laser-2014-paper-yang.pdf},
year={2014}
}

M. Sherman, G. Clark, Y. Yang, S. Sugrim, A. Modig, J. Lindqvist, A. Oulasvirta, and T. Roos, “User-Generated Free-Form Gestures for Authentication: Security and Memorability,” in Proc. MobiSys’14, 2014, p. 176–189.
[BibTeX] [Download PDF]

@inproceedings{sherman2014user,
title={User-Generated Free-Form Gestures for Authentication: Security and Memorability},
author={Sherman, Michael and Clark, Gradeigh and Yang, Yulong and Sugrim, Shridatt and Modig, Arttu and Lindqvist, Janne and Oulasvirta, Antti and Roos, Teemu},
booktitle={Proc. MobiSys’14},
pages={176--189},
year={2014},
url={http://www.winlab.rutgers.edu/~janne/mobisys14gesturesecurity.pdf}
organization={ACM}
}

M. Bachynskyi, A. Oulasvirta, G. Palmas, and T. Weinkauf, “Is Motion Capture-Based Biomechanical Simulation Valid for HCI Studies?: Study and Implications,” in Proc. CHI’14, 2014, p. 3215–3224.
[BibTeX] [Download PDF]

@inproceedings{bachynskyi2014motion,
title={Is Motion Capture-Based Biomechanical Simulation Valid for HCI Studies?: Study and Implications},
author={Bachynskyi, Myroslav and Oulasvirta, Antti and Palmas, Gregorio and Weinkauf, Tino},
booktitle={Proc. CHI’14},
pages={3215--3224},
year={2014},
url={http://resources.mpi-inf.mpg.de/biomechanics/biomech_chi14.pdf},
organization={ACM}
}

J. Bergstrom-Lehtovirta and A. Oulasvirta, “Modeling the Functional Area of the Thumb on Mobile Touchscreen Surfaces,” in Proc. CHI’14, 2014, p. 1991–2000.
[BibTeX] [Download PDF]

@inproceedings{bergstrom2014modeling,
title={Modeling the Functional Area of the Thumb on Mobile Touchscreen Surfaces},
author={Bergstrom-Lehtovirta, Joanna and Oulasvirta, Antti},
booktitle={Proc. CHI’14},
pages={1991--2000},
year={2014},
url={https://www.hiit.fi/thumb_functional_area},
organization={ACM}
}

D. Buschek, O. Schoenleben, and A. Oulasvirta, “Improving Accuracy in Back-of-Device Multitouch Typing: A Clustering-Based Approach to Keyboard Updating,” in Proc. IUI’14, 2014, p. 57–66.
[BibTeX] [Download PDF]

@inproceedings{buschek2014improving,
title={Improving Accuracy in Back-of-Device Multitouch Typing: A Clustering-Based Approach to Keyboard Updating},
author={Buschek, Daniel and Schoenleben, Oliver and Oulasvirta, Antti},
booktitle={Proc. IUI’14},
pages={57--66},
year={2014},
url={http://www.medien.ifi.lmu.de/pubdb/publications/pub/buschek2014iui/buschek2014iui.pdf},
organization={ACM}
}

G. Bailly, A. Oulasvirta, D. P. Brumby, and A. Howes, “Model of Visual Search and Selection Time in Linear Menus,” in Proc. CHI’14, 2014, p. 3865–3874.
[BibTeX] [Download PDF]

@inproceedings{bailly2014model,
title={Model of Visual Search and Selection Time in Linear Menus},
author={Bailly, Gilles and Oulasvirta, Antti and Brumby, Duncan P and Howes, Andrew},
booktitle={Proc. CHI’14},
pages={3865--3874},
year={2014},
url={http://gillesbailly.fr/menuModel.html},
organization={ACM}
}

M. Nicosia, A. Oulasvirta, and P. O. Kristensson, “Modeling the Perception of User Performance,” in Proc. CHI’14, 2014, p. 1747–1756.
[BibTeX] [Download PDF]

@inproceedings{nicosia2014modeling,
title={Modeling the Perception of User Performance},
author={Nicosia, Max and Oulasvirta, Antti and Kristensson, Per Ola},
booktitle={Proc. CHI’14},
pages={1747--1756},
year={2014},
url={http://www-edc.eng.cam.ac.uk/~lmn27/papers/modeling_the_perception_of_user_performance/index.html},
organization={ACM}
}

A. Oulasvirta, “Automated Nonlinear Regression Modeling for HCI,” in Proc. CHI’14, 2014, p. 3899–3902.
[BibTeX] [Download PDF]

@inproceedings{oulasvirta2014automated,
title={Automated Nonlinear Regression Modeling for HCI},
author={Oulasvirta, Antti},
booktitle={Proc. CHI’14},
pages={3899--3902},
year={2014},
url={http://people.mpi-inf.mpg.de/~oantti/nonlinearmodeling/},
organization={ACM}
}

A. M. Feit and A. Oulasvirta, “PianoText: Redesigning the Piano Keyboard for Text Entry,” in Proc. DIS’14, 2014, p. 1045–1054.
[BibTeX] [Download PDF]

@inproceedings{feit2014pianotext,
title={PianoText: Redesigning the Piano Keyboard for Text Entry},
author={Feit, Anna Maria and Oulasvirta, Antti},
booktitle={Proc. DIS’14},
pages={1045--1054},
year={2014},
url={http://pianotext.mpi-inf.mpg.de/},
organization={ACM}
}

K. Athukorala, A. Oulasvirta, D. Glowacka, J. Vreeken, and G. Jacucci, “Interaction Model to Predict Subjective–Specificity of Search Results,” in Proc. UMAP’14, 2014, p. 1–6.
[BibTeX] [Download PDF]

@inproceedings{athukorala2014interaction,
title={Interaction Model to Predict Subjective--Specificity of Search Results},
author={Athukorala, Kumaripaba and Oulasvirta, Antti and Glowacka, Dorata and Vreeken, Jilles and Jacucci, Giulio},
booktitle={Proc. UMAP’14},
pages={1--6},
year={2014},
url={http://ceur-ws.org/Vol-1181/umap2014_lateresults_01.pdf},
organization={CEUR-WS. org}
}

K. Athukorala, A. Oulasvirta, D. G{l}owacka, J. Vreeken, and G. Jacucci, “Narrow or Broad?: Estimating Subjective Specificity in Exploratory Search,” in Proc. CIKM’14, 2014, p. 819–828.
[BibTeX] [Download PDF]

@inproceedings{athukorala2014narrow,
title={Narrow or Broad?: Estimating Subjective Specificity in Exploratory Search},
author={Athukorala, Kumaripaba and Oulasvirta, Antti and G{\l}owacka, Dorota and Vreeken, Jilles and Jacucci, Giulio},
booktitle={Proc. CIKM’14},
pages={819--828},
year={2014},
url={http://www.researchgate.net/profile/Kumaripaba_Athukorala/publication/268813510_Narrow_or_Broad_Estimating_Subjective_Specificity_in_Exploratory_Search/links/5478344c0cf205d1687cadfc.pdf},
organization={ACM}
}

G. Palmas, M. Bachynskyi, A. Oulasvirta, H-P. Seidel, and T. Weinkauf, “Movexp: A versatile visualization tool for human-computer interaction studies with 3D performance and biomechanical data,” in Proc. VIS’14, 2014.
[BibTeX] [Download PDF]

@inproceedings{palmas2014movexp,
title={Movexp: A versatile visualization tool for human-computer interaction studies with 3D performance and biomechanical data},
author={Palmas, Gregorio and Bachynskyi, Myroslav and Oulasvirta, Antti and Seidel, H-P and Weinkauf, Tino},
booktitle={Proc. VIS’14},
url={http://tinoweinkauf.net/publications/abspalmas14b.html},
year={2014},
publisher={IEEE}
}

A. Karrenbauer and A. Oulasvirta, “Improvements to keyboard optimization with integer programming,” in Proc. UIST’14, 2014, p. 621–626.
[BibTeX] [Download PDF]

@inproceedings{karrenbauer2014improvements,
title={Improvements to keyboard optimization with integer programming},
author={Karrenbauer, Andreas and Oulasvirta, Antti},
booktitle={Proc. UIST’14},
pages={621--626},
year={2014},
url={http://resources.mpi-inf.mpg.de/keyboardoptimization/},
organization={ACM}
}

S. Sridhar, H. Rhodin, H. Seidel, A. Oulasvirta, and C. Theobalt, “Real-time Hand Tracking Using a Sum of Anisotropic Gaussians Model,” in Proc. 3DV, 2014.
[BibTeX] [Download PDF]

@inproceedings{sridhar2014real,
title={Real-time Hand Tracking Using a Sum of Anisotropic Gaussians Model},
author={Sridhar, Srinath and Rhodin, Helge and Seidel, Hans-Peter and Oulasvirta, Antti and Theobalt, Christian},
booktitle={Proc. 3DV},
url={http://handtracker.mpi-inf.mpg.de/projects/ellipsoidtracker_3dv2014/},
year={2014}
}

2013

E. Hoggan, J. Williamson, A. Oulasvirta, M. Nacenta, P. O. Kristensson, and A. Lehtiö, “Multi-Touch Rotation Gestures: Performance and Ergonomics,” in Proc. CHI’13, 2013.
[BibTeX] [Download PDF]

@inproceedings{hoggan2013multi,
title={Multi-Touch Rotation Gestures: Performance and Ergonomics},
author={Hoggan, Eve and Williamson, John and Oulasvirta, Antti and Nacenta, Miguel and Kristensson, Per Ola and Lehti{\"o}, Anu},
booktitle={Proc. CHI'13},
url={https://research-repository.st-andrews.ac.uk/bitstream/10023/5505/1/Hoggan_RotationGesturesPerformanceAndErgonomics.pdf},
year={2013}
}

A. Oulasvirta, A. Reichel, W. Li, Y. Zhang, M. Bachynskyi, K. Vertanen, and P. O. Kristensson, “Improving Two-thumb Text Entry on Touchscreen Devices,” in Proc. CHI’13, 2013.
[BibTeX] [Download PDF]

@inproceedings{oulasvirta2013improving,
title={Improving Two-thumb Text Entry on Touchscreen Devices},
author={Oulasvirta, Antti and Reichel, Anna and Li, Wenbin and Zhang, Yan and Bachynskyi, Myroslav and Vertanen, Keith and Kristensson, Per Ola},
booktitle={Proc. CHI'13},
url={http://users.comnet.aalto.fi/oulasvir/KALQ/},
year={2013},
organization={ACM Press}
}

A. Oulasvirta, T. Roos, A. Modig, and L. Leppanen, “Information Capacity of Full-body Movements,” in Proc. CHI’13, 2013.
[BibTeX] [Download PDF]

@inproceedings{oulasvirta2013information,
title={Information Capacity of Full-body Movements},
author={Oulasvirta, Antti and Roos, Teemu and Modig, Arttu and Leppanen, Laura},
booktitle={Proc. CHI'13},
year={2013},
url={http://infocapacity.hiit.fi/},
organization={ACM Press}
}

G. Bailly, A. Oulasvirta, T. Kötzing, and S. Hoppe, “Menuoptimizer: Interactive optimization of menu systems,” in Proc. UIST’13, 2013, p. 331–342.
[BibTeX] [Download PDF]

@inproceedings{bailly2013menuoptimizer,
title={Menuoptimizer: Interactive optimization of menu systems},
author={Bailly, Gilles and Oulasvirta, Antti and K{\"o}tzing, Timo and Hoppe, Sabrina},
booktitle={Proc. UIST’13},
pages={331--342},
year={2013},
url={http://gillesbailly.fr/menuoptimizer.html},
organization={ACM}
}

O. Schoenleben and A. Oulasvirta, “Sandwich Keyboard: Fast Ten-finger Typing on a Mobile Device with Adaptive Touch Sensing on the Back Side,” in Proc. MobileHCI’13, 2013, p. 175–178.
[BibTeX] [Download PDF]

@inproceedings{schoenleben2013sandwich,
title={Sandwich Keyboard: Fast Ten-finger Typing on a Mobile Device with Adaptive Touch Sensing on the Back Side},
author={Schoenleben, Oliver and Oulasvirta, Antti},
booktitle={Proc. MobileHCI'13},
pages={175--178},
year={2013},
url={http://dl.acm.org/citation.cfm?id=2493233},
organization={ACM}
}

T. Ruotsalo, K. Athukorala, D. G{l}owacka, K. Konyushkova, A. Oulasvirta, S. Kaipiainen, S. Kaski, and G. Jacucci, “Supporting Exploratory Search Tasks with Interactive User Modeling,” Proc. ASIST’13, vol. 50, iss. 1, p. 1–10, 2013.
[BibTeX] [Download PDF]

@article{ruotsalo2013supporting,
title={Supporting Exploratory Search Tasks with Interactive User Modeling},
author={Ruotsalo, Tuukka and Athukorala, Kumaripaba and G{\l}owacka, Dorota and Konyushkova, Ksenia and Oulasvirta, Antti and Kaipiainen, Samuli and Kaski, Samuel and Jacucci, Giulio},
journal={Proc. ASIST’13},
volume={50},
number={1},
pages={1--10},
year={2013},
url={http://ceur-ws.org/Vol-1181/pia2014_paper_04.pdf},
publisher={Wiley Subscription Services, Inc., A Wiley Company}
}

E. Hoggan, M. Nacenta, P. O. Kristensson, J. Williamson, A. Oulasvirta, and A. Lehtiö, “Multitouch Pinch Gestures: Performance and Ergonomics,” in Proc. ITS’13, 2013, p. 219–222.
[BibTeX] [Download PDF]

@inproceedings{hoggan2013multi,
title={Multitouch Pinch Gestures: Performance and Ergonomics},
author={Hoggan, Eve and Nacenta, Miguel and Kristensson, Per Ola and Williamson, John and Oulasvirta, Antti and Lehti{\"o}, Anu},
booktitle={Proc. ITS’13},
pages={219--222},
year={2013},
url={https://research-repository.st-andrews.ac.uk/bitstream/10023/5506/1/Hoggan_PinchGesturesPerformanceAndErgonomics.pdf},
organization={ACM}
}

S. Sridhar, A. Oulasvirta, and C. Theobalt, “Interactive Markerless Articulated Hand Motion Tracking Using RGB and Depth Data,” in Proc. ICCV’13, 2013, p. 2456–2463.
[BibTeX] [Download PDF]

@inproceedings{sridhar2013interactive,
title={Interactive Markerless Articulated Hand Motion Tracking Using RGB and Depth Data},
author={Sridhar, Srinath and Oulasvirta, Antti and Theobalt, Christian},
booktitle={Proc. ICCV’13},
pages={2456--2463},
year={2013},
url={http://handtracker.mpi-inf.mpg.de/projects/handtracker_iccv2013/},
organization={IEEE}
}

F. Kerber, P. Lessel, M. Mauderer, F. Daiber, A. Oulasvirta, and A. Krüger, “Is Autostereoscopy Useful for Handheld AR?,” in Proc. MUM’13, 2013, p. 4.
[BibTeX]

@inproceedings{kerber2013autostereoscopy,
title={Is Autostereoscopy Useful for Handheld AR?},
author={Kerber, Frederic and Lessel, Pascal and Mauderer, Michael and Daiber, Florian and Oulasvirta, Antti and Kr{\"u}ger, Antonio},
booktitle={Proc. MUM’13},
pages={4},
year={2013},
organization={ACM}
}

2012

V. Lehtinen, A. Oulasvirta, A. Salovaara, and P. Nurmi, “Dynamic Tactile Guidance for Visual Search Tasks,” in Proc. UIST’12, 2012, p. 445–452.
[BibTeX] [Download PDF]

@inproceedings{lehtinen2012dynamic,
title={Dynamic Tactile Guidance for Visual Search Tasks},
author={Lehtinen, Ville and Oulasvirta, Antti and Salovaara, Antti and Nurmi, Petteri},
booktitle={Proc. UIST'12},
pages={445--452},
year={2012},
url={http://people.mpi-inf.mpg.de/~oantti/pubs/vibrotactileguidance.pdf},
organization={ACM}
}

A. Oulasvirta, A. Nurminen, and T. Suomalainen, “How Real is Real Enough: Optimal Reality Sampling for Fast Recognition of Mobile Imagery,” ACM Transactions on Applied Perception (TAP), vol. 9, iss. 4, p. 21, 2012.
[BibTeX] [Download PDF]

@article{oulasvirta2012real,
title={How Real is Real Enough: Optimal Reality Sampling for Fast Recognition of Mobile Imagery},
author={Oulasvirta, Antti and Nurminen, Antti and Suomalainen, Tiia},
journal={ACM Transactions on Applied Perception (TAP)},
volume={9},
number={4},
pages={21},
year={2012},
url={http://dl.acm.org/citation.cfm?id=2355604},
publisher={ACM}
}

S. De Peuter, A. Oulasvirta, and S. Kaski, “Toward AI assistants that let designers design,” AI Magazine, vol. n/a, iss. n/a. doi:https://doi.org/10.1002/aaai.12077
[BibTeX] [Download PDF]

@article{https://doi.org/10.1002/aaai.12077,
author = {De Peuter, Sebastiaan and Oulasvirta, Antti and Kaski, Samuel},
title = {Toward AI assistants that let designers design},
journal = {AI Magazine},
volume = {n/a},
number = {n/a},
pages = {},
doi = {https://doi.org/10.1002/aaai.12077},
url = {https://onlinelibrary.wiley.com/doi/abs/10.1002/aaai.12077},
eprint = {https://onlinelibrary.wiley.com/doi/pdf/10.1002/aaai.12077}
}