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)

Search results

  • 2024

    A Workflow for Building Computationally Rational Models of Human Behavior

    Chandramouli, S., Shi, D., Putkonen, A., De Peuter, S., Zhang, S., Jokinen, J. P. P., Howes, A. & Oulasvirta, A., Sept 2024, In: Computational Brain and Behavior. 7, 3, p. 399-419 21 p.

    Research output: Contribution to journalArticleScientificpeer-review

    Open Access
    File
    17 Downloads (Pure)
  • Computational Representations for Graphical User Interfaces

    Jiang, Y., 11 May 2024. 6 p.

    Research output: Contribution to conferenceAbstractScientificpeer-review

    1 Citation (Scopus)
  • 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

    Open Access
    File
    1 Citation (Scopus)
    49 Downloads (Pure)
  • DesignQuizzer: A Community-Powered Conversational Agent for Learning Visual Design

    Peng, Z., Chen, Q., Shen, Z., Ma, X. & Oulasvirta, A., 23 Apr 2024, In: Proceedings of the ACM on Human-Computer Interaction. 8, CSCW1, 40 p., 44.

    Research output: Contribution to journalArticleScientificpeer-review

    Open Access
  • 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

    Open Access
    File
    46 Downloads (Pure)
  • Practical approaches to group-level multi-objective Bayesian optimization in interaction technique design

    Liao, Y.-C., Mo, G. B., Dudley, J. J., Cheng, C. L., Chan, L., Kristensson, P. O. & Oulasvirta, A., Jan 2024, In: Collective intelligence. 3, 1, 19 p.

    Research output: Contribution to journalArticleScientificpeer-review

    Open Access
    File
    7 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

    Open Access
    File
    34 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

    Open Access
    File
    22 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

    Open Access
    File
    29 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

    Open Access
    File
    12 Citations (Scopus)
    93 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

    Open Access
    File
    3 Citations (Scopus)
    74 Downloads (Pure)
  • Interaction Design With Multi-objective Bayesian Optimization

    Liao, Y. C., Dudley, J. J., Mo, G. B., Cheng, C. L., Chan, L., Oulasvirta, A. & Kristensson, P. O., 2023, In: IEEE Pervasive Computing. 22, 1, p. 29-38 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

    9 Citations (Scopus)
  • Modeling how different user groups perceive webpage aesthetics

    Leiva, L. A., Shiripour, M. & Oulasvirta, A., Nov 2023, In: UNIVERSAL ACCESS IN THE INFORMATION SOCIETY. 22, 4, p. 1417-1424 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

    Open Access
    5 Citations (Scopus)
  • Online Simulator-Based Experimental Design for Cognitive Model Selection

    Aushev, A., Putkonen, A., Clarté, G., Chandramouli, S., Acerbi, L., Kaski, S. & Howes, A., Dec 2023, In: Computational Brain and Behavior. 6, 4, p. 719-737 19 p.

    Research output: Contribution to journalArticleScientificpeer-review

    Open Access
    File
    1 Citation (Scopus)
    54 Downloads (Pure)
  • Towards machines that understand people

    Howes, A., Jokinen, J. P. P. & Oulasvirta, A., 4 Sept 2023, In: AI Magazine. 44, 3, p. 312-327 16 p.

    Research output: Contribution to journalArticleScientificpeer-review

    Open Access
    File
    8 Citations (Scopus)
    51 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

    Open Access
    File
    10 Citations (Scopus)
    76 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

    Open Access
    File
    28 Citations (Scopus)
    83 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

    Open Access
    File
    9 Citations (Scopus)
    136 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

    Open Access
    File
    37 Citations (Scopus)
    188 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

    Open Access
    File
    2 Citations (Scopus)
    88 Downloads (Pure)
  • Learning GUI Completions with User-defined Constraints

    Brückner, L., Leiva, L. A. & Oulasvirta, A., Mar 2022, In: ACM Transactions on Interactive Intelligent Systems. 12, 1, p. 1-40 40 p., 6.

    Research output: Contribution to journalArticleScientificpeer-review

    Open Access
    File
    5 Citations (Scopus)
    269 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

    Open Access
    File
    5 Citations (Scopus)
    127 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

    Open Access
    File
    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

    Open Access
    File
    21 Citations (Scopus)
    137 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

    Open Access
    File
    10 Citations (Scopus)
    140 Downloads (Pure)
  • Grid-based Genetic Operators for Graphical Layout Generation

    Shiripour, M., Dayama, N. R. & Oulasvirta, A., Jun 2021, In: Proceedings of the ACM on Human-Computer Interaction. 5, EICS, 30 p., 208.

    Research output: Contribution to journalArticleScientificpeer-review

    Open Access
    6 Citations (Scopus)
    53 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

    Open Access
    File
    7 Citations (Scopus)
    148 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

    Open Access
    File
    9 Citations (Scopus)
    162 Downloads (Pure)
  • Inverse Foraging: Inferring Users' Interest in Pervasive Displays

    Freire, M. L. M., Oulasvirta, A. & Di Francesco, M., Sept 2021, In: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies. 5, 3, 18 p., 122.

    Research output: Contribution to journalArticleScientificpeer-review

    Open Access
    File
    62 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

    Open Access
    File
    1 Citation (Scopus)
    229 Downloads (Pure)
  • Responsive and Personalized Web Layouts with Integer Programming

    Laine, M., Zhang, Y., Santala, S., Jokinen, J. P. P. & Oulasvirta, A., Jun 2021, In: Proceedings of the ACM on Human-Computer Interaction. 5, EICS, 23 p., 213.

    Research output: Contribution to journalArticleScientificpeer-review

    Open Access
    7 Citations (Scopus)
    182 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
    File
    32 Citations (Scopus)
    117 Downloads (Pure)
  • 2020

    Combinatorial Optimization of Graphical User Interface Designs

    Oulasvirta, A., Dayama, N. R., Shiripour, M., John, M. & Karrenbauer, A., Mar 2020, In: Proceedings of the IEEE. 108, 3, p. 434-464 31 p., 9000519.

    Research output: Contribution to journalArticleScientificpeer-review

    Open Access
    File
    74 Citations (Scopus)
    162 Downloads (Pure)