Simulator-based Methods for Collaborative AI

  • Oulasvirta, Antti (Principal investigator)
  • Shiripour, Morteza (Project Member)
  • Putkonen, Aini-Maija (Project Member)
  • Rastogi, Astha (Project Member)
  • Hegemann, Lena (Project Member)
  • Iyer, Abhishek (Project Member)
  • Santala, Simo (Project Member)
  • Dayama, Niraj (Project Member)
  • Laine, Markku (Project Member)
  • Halasinamara Chandramouli, Suyog (Project Member)
  • Li, Chenyu (Project Member)
  • Liao, Yi-Chi (Project Member)
  • Kylmälä, Julia (Project Member)
  • Nioche, Aurélien (Project Member)
  • Kompatscher, Jan (Project Member)
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Conference article in proceedings

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  • 2024

    CRTypist: Simulating Touchscreen Typing Behavior via Computational Rationality

    Shi, D., Zhu, Y., Jokinen, J. P. P., Acharya, A., Putkonen, A., Zhai, S. & Oulasvirta, A., 11 May 2024, CHI '24: Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems. Mueller, F. F., Kyburz, P., Williamson, J. R., Sas, C., Wilson, M. L., Toups Dugas, P. & Shklovski, I. (eds.). ACM, 17 p. 942

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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    1 Citation (Scopus)
    47 Downloads (Pure)
  • Heads-Up Multitasker: Simulating Attention Switching On Optical Head-Mounted Displays

    Bai, Y., Ikkala, A., Oulasvirta, A., Zhao, S., Wang, L. J., Yang, P. & Xu, P., 11 May 2024, CHI '24: Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems. Mueller, F. F., Kyburz, P., Williamson, J. R., Sas, C., Wilson, M. L., Toups Dugas, P. & Shklovski, I. (eds.). ACM, 18 p. 79

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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    42 Downloads (Pure)
  • Real-time 3D Target Inference via Biomechanical Simulation

    Moon, H.-S., Liao, Y.-C., Li, C., Lee, B. & Oulasvirta, A., 11 May 2024, CHI '24: Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems. Mueller, F. F., Kyburz, P., Williamson, J. R., Sas, C., Wilson, M. L., Toups Dugas, P. & Shklovski, I. (eds.). ACM, 18 p. 719

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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    33 Downloads (Pure)
  • Supporting Task Switching with Reinforcement Learning

    Lingler, A., Talypova, D., Jokinen, J. P. P., Oulasvirta, A. & Wintersberger, P., 11 May 2024, CHI 2024 - Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems. ACM, 18 p. 82. (Conference on Human Factors in Computing Systems - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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    21 Downloads (Pure)
  • Understanding Human–AI Workflows for Generating Personas

    Shin, J., Hedderich, M. A., Rey, B., Lucero, A. & Oulasvirta, A., 1 Jul 2024, Proceedings of the 2024 ACM Designing Interactive Systems Conference, DIS 2024. Vallgarda, A., Jonsson, L., Fritsch, J., Alaoui, S. F. & Le Dantec, C. A. (eds.). ACM, p. 757-781 25 p. (Proceedings of the 2024 ACM Designing Interactive Systems Conference, DIS 2024).

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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    23 Downloads (Pure)
  • 2023

    Amortized Inference with User Simulations

    Moon, H. S., Oulasvirta, A. & Lee, B., 19 Apr 2023, CHI 2023 - Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems. ACM, 20 p. 773

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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    12 Citations (Scopus)
    90 Downloads (Pure)
  • Fragmented Visual Attention in Web Browsing: Weibull Analysis of Item Visit Times

    Putkonen, A., Nioche, A., Laine, M., Kuuramo, C. & Oulasvirta, A., 2023, Advances in Information Retrieval - 45th European Conference on Information Retrieval, ECIR 2023, Proceedings. Kamps, J., Goeuriot, L., Crestani, F., Maistro, M., Joho, H., Davis, B., Gurrin, C., Caputo, A. & Kruschwitz, U. (eds.). Springer, p. 62-78 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13981 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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    3 Citations (Scopus)
    72 Downloads (Pure)
  • UEyes: Understanding Visual Saliency across User Interface Types

    Jiang, Y., Leiva, L. A., R. B. Houssel, P., Rezazadegan Tavakoli, H., Kylmälä, J. & Oulasvirta, A., 19 Apr 2023, CHI 2023 - Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems. ACM, 285

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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    10 Citations (Scopus)
    75 Downloads (Pure)
  • 2022

    AUIT - the Adaptive User Interfaces Toolkit for Designing XR Applications

    Evangelista Belo, J. M., Lystbæk, M. N., Feit, A. M., Pfeuffer, K., Kán, P., Oulasvirta, A. & Grønbæk, K., 29 Oct 2022, UIST 2022 - Proceedings of the 35th Annual ACM Symposium on User Interface Software and Technology. ACM, 16 p. 48. (UIST 2022 - Proceedings of the 35th Annual ACM Symposium on User Interface Software and Technology).

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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    26 Citations (Scopus)
    80 Downloads (Pure)
  • Breathing Life Into Biomechanical User Models

    Ikkala, A., Fischer, F., Klar, M., Bachinski, M., Fleig, A., Howes, A., Hämäläinen, P., Müller, J., Murray-Smith, R. & Oulasvirta, A., 28 Oct 2022, UIST '22: Proceedings of the 35th Annual ACM Symposium on User Interface Software and Technology. ACM, p. 1-14 14 p. 90

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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    9 Citations (Scopus)
    135 Downloads (Pure)
  • Computational Rationality as a Theory of Interaction

    Oulasvirta, A., Jokinen, J. P. P. & Howes, A., 29 Apr 2022, ACM SIGCHI annual conference on human factors in computing systems. ACM, 359

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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    37 Citations (Scopus)
    176 Downloads (Pure)
  • How Suitable Is Your Naturalistic Dataset for Theory-based User Modeling?

    Putkonen, A., Nioche, A., Tanskanen, V., Klami, A. & Oulasvirta, A., 7 Apr 2022, UMAP2022 - Proceedings of the 30th ACM Conference on User Modeling, Adaptation and Personalization. ACM, p. 179-190 12 p. (UMAP2022 - Proceedings of the 30th ACM Conference on User Modeling, Adaptation and Personalization).

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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    2 Citations (Scopus)
    84 Downloads (Pure)
  • Rediscovering Affordance: A Reinforcement Learning Perspective

    Liao, Y. C., Todi, K., Acharya, A., Keurulainen, A., Howes, A. & Oulasvirta, A., 29 Apr 2022, CHI 2022 - Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems. ACM, 15 p. 362

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

    Open Access
    6 Citations (Scopus)
  • Robust and Deployable Gesture Recognition for Smartwatches

    Kunwar, U., Borar, S., Berghofer, M., Kylmälä, J., Aslan, I., Leiva, L. A. & Oulasvirta, A., 22 Mar 2022, 27th International Conference on Intelligent User Interfaces, IUI 2022. ACM, p. 277-291 15 p. (International Conference on Intelligent User Interfaces, Proceedings IUI).

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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    5 Citations (Scopus)
    124 Downloads (Pure)
  • 2021

    Adapting User Interfaces with Model-based Reinforcement Learning

    Todi, K., Leiva, L., Bailly, G. & Oulasvirta, A., 6 May 2021, CHI '21: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems: Making Waves, Combining Strengths. ACM, 13 p. 573

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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    58 Citations (Scopus)
    178 Downloads (Pure)
  • An adaptive model of gaze-based selection

    Chen, X., Acharya, A., Oulasvirta, A. & Howes, A., 6 May 2021, CHI '21: Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems. ACM, 11 p.

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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    21 Citations (Scopus)
    126 Downloads (Pure)
  • An Interactive Design Space for Wearable Displays

    Heller, F., Todi, K. & Luyten, K., 27 Sept 2021, Proceedings of MobileHCI 2021 - ACM International Conference on Mobile Human-Computer Interaction: Mobile Apart, MobileTogether. ACM, 14 p. 4

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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    10 Citations (Scopus)
    138 Downloads (Pure)
  • Improving Artificial Teachers by Considering How People Learn and Forget

    Nioche, A., Murena, P.-A., de la Torre Ortiz, C. & Oulasvirta, A., 14 Apr 2021, 26th International Conference on Intelligent User Interfaces, IUI 2021. ACM, p. 445-453 9 p.

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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    7 Citations (Scopus)
    145 Downloads (Pure)
  • Interactive Layout Transfer

    Dayama, N., Santala, S., Brückner, L., Todi, K., Du, J. & Oulasvirta, A., 14 Apr 2021, Proceeding of 26th International Conference on Intelligent User Interfaces (IUI 2021). ACM, p. 70-80 11 p.

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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    9 Citations (Scopus)
    157 Downloads (Pure)
  • Modeling Gliding-based Target Selection for Blind Touchscreen Users

    Ko, Y. J., Putkonen, A., Aydin, A. S., Feiz, S., Wang, Y., Ashok, V., Ramakrishnan, I., Oulasvirta, A. & Bi, X., 27 Sept 2021, MobileHCI '21: Proceedings of the 23rd International Conference on Mobile Human-Computer Interactionn: Mobile Apart, MobileTogether. ACM, p. 1-14 14 p. 29

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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    1 Citation (Scopus)
    229 Downloads (Pure)
  • Touchscreen typing as optimal supervisory control

    Jokinen, J. P. P., Acharya, A., Uzair, M., Jiang, X. & Oulasvirta, A., 6 May 2021, CHI '21: Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems. ACM, 14 p.

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

    Open Access
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    32 Citations (Scopus)
    116 Downloads (Pure)