Research output per year
Research output per year
- 31 results
Search results
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2025
The Centers and Margins of Modeling Humans in Well-being Technologies
Zhu, J., Sanches, P., Tsaknaki, V., van der Maden, W. & Kaklopoulou, I., 26 Apr 2025, Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems. New York: Association for Computing Machinery, p. 1-16 16 p. 518Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
Open Access -
2024
Death of the Design Researcher? Creating Knowledge Resources for Designers Using Generative AI
Maden, W. V. D., Beek, E. V., Halperin, B. A., Jääskeläinen, P., Kang, E., Kun, P., Lomas, J. D., Merritt, T., Lindley, J., Muller, M., Nicenboim, I., Zhu, J. & van der Burg, V., Jul 2024, Companion Publication of the 2024 ACM Designing Interactive Systems Conference. New York: Association for Computing Machinery, p. 396-400 5 p.Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
Open Access -
Machine Learning Processes as Sources of Ambiguity: Insights from AI Art
Sivertsen, C., Salimbeni, G., Løvlie, A. S., Benford, S. & Zhu, J., 11 May 2024, Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems. New York, NY, USA: Association for Computing Machinery, p. 1-14 14 p. 165Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
Open Access -
Slide to Explore 'What If': An Analysis of Explainable Interfaces
Meyer, L. S. & Zhu, J., 13 Oct 2024, In: Proceedings of NordiCHI. p. 1-6 6 p., 2.Research output: Journal Article or Conference Article in Journal › Conference article › Research › peer-review
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2023
Designing for Playfulness in Human-AI Authoring Tools
Liapis, A., Guckelsberger, C., Zhu, J., Harteveld, C., Kriglstein, S., Denisova, A., Gow, J. & Preuss, M., 2023, Proceedings of the 18th International Conference on the Foundations of Digital Games. p. 1-4 4 p.Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
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Distribution fairness in multiplayer AI using shapley constraints
Gray, R. C., Zhu, J. & Ontañón, S., 2023, Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment. Vol. 19. p. 233-243 11 p.Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
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Hidden Layer Interaction: A Co-Creative Design Fiction for Generative Models
Grabe, I. & Zhu, J., Apr 2023.Research output: Contribution to conference - NOT published in proceeding or journal › Paper › Research › peer-review
Open Access -
Improving Fairness in Adaptive Social Exergames via Shapley Bandits
Gray, R. C., Villareale, J., Fox, T. B., Dallal, D. H., Ontañón, S., Arigo, D., Jabbari, S. & Zhu, J., 2023, Proceedings of the 28th International Conference on Intelligent User Interfaces. Association for Computing Machinery, p. 322-336 15 p.Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
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Integrating Players’ Perspectives in AI-Based Games: Case Studies of Player-AI Interaction Design
Villareale, J., Maram, S. S., Zhu, J. & El-Nasr, M. S., 2023, Proceedings of the 18th International Conference on the Foundations of Digital Games. p. 1-9 9 p.Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
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Re-trainable Procedural Level Generation via Machine Learning (RT-PLGML) as Game Mechanic
Cooper, S., Halina, E., Zhu, J. & Guzdial, M., 2023, Proceedings of the 18th International Conference on the Foundations of Digital Games. p. 1-3 3 p.Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
Open AccessFile -
Selection of and Response to Physical Activity--Based Social Comparisons in a Digital Environment: Series of Daily Assessment Studies
Arigo, D., Gray, R. C., Dallal, D. H., Villareale, J. & Zhu, J., 2023, In: JMIR Human Factors. 10, p. e41239Research output: Journal Article or Conference Article in Journal › Journal article › Research › peer-review
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Towards Co-Creative Generative Adversarial Networks for Fashion Designers
Grabe, I. & Zhu, J., 2023, In: arXiv.Research output: Journal Article or Conference Article in Journal › Journal article › Research
Open Access -
" What else can I do?" Examining the Impact of Community Data on Adaptation and Quality of Reflection in an Educational Game
Kleinman, E., Villareale, J., Shergadwala, M. N., Teng, Z., Bryant, A., Zhu, J. & El-Nasr, M. S., 2023, Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems. p. 1-12 12 p.Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
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2022
Analyzing Students’ Problem-Solving Sequences: A Human-in-the-Loop Approach
Kleinman, E., Shergadwala, M., Villareale, J., Bryant, A., Zhu, J. & Seif El-Nasr, M., 2022, In: Journal of learning analytics. p. 138-160Research output: Journal Article or Conference Article in Journal › Journal article › Research › peer-review
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Fashion Style Generation: Evolutionary Search with Gaussian Mixture Models in the Latent Space
Grabe, I., Zhu, J. & Agirrezabal, M., 2022, Artificial Intelligence in Music, Sound, Art and Design. EvoMUSART 2022. Lecture Notes in Computer Science, vol 13221. Springer, Cham. https://doi.org/10.1007/978-3-031-03789-4_6.Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
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" I Want To See How Smart This AI Really Is": Player Mental Model Development of an Adversarial AI Player
Villareale, J., Harteveld, C. & Zhu, J., 2022, In: Proceedings of the ACM on Human-Computer Interaction. 6, CHI PLAY, p. 1-26 219.Research output: Journal Article or Conference Article in Journal › Conference article › Research › peer-review
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The Need for Explainability in AI-Based Creativity Support Tools
Liapis, A. & Zhu, J., 2022, Proceedings of the Human Centered AI workshop at NeurIPS 2022. 3 p.Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
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Towards a Framework for Human-AI Interaction Patterns in Co-Creative GAN Applications
Grabe, I., Duque, M. G. & Zhu, J., 2022, Proceeding of the 3rd Workshop on Human-AI Co-Creation with Generative Models (HAI-GEN ‘22)at ACM IUI Workshops.Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
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Towards a Framework for Human-AI Interaction Patterns in Co-Creative GAN Applications
Grabe, I., Duque, M. G., Risi, S. & Zhu, J., 2022, Joint Proceedings of the ACM IUI Workshops 2022, March 2022, Helsinki, Finland.Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
Open Access -
Towards an Understanding of How Players Make Meaning from Post-Play Process Visualizations
Kleinman, E., Villareale, J., Shergadwala, M., Teng, Z., Bryant, A., Zhu, J. & Seif El-Nasr, M., 2022, Proceedings of the International Conference on Entertainment Computing. Springer, p. 47-58Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
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Towards Better User Requirements: How to Involve Human Participants in XAI Research
Nguyen, I. & Zhu, J., 2022, Proceeding of the Human Centered AI workshop at NeurIPS 2022.Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
Open AccessFile -
2021
Dealing with Adversarial Player Strategies in the Neural Network Game iNNk through Ensemble Learning
Löwe, M., Villareale, J., Freed, E., Sladek, A., Zhu, J. & Risi, S., Aug 2021.Research output: Contribution to conference - NOT published in proceeding or journal › Paper › Research › peer-review
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Multiplayer Modeling via Multi-Armed Bandits
Gray, R. C., Zhu, J. & Ontañón, S., 2021, 2021 IEEE Conference on Games (CoG). p. 01-08 8 p.Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
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Open Player Modeling: Empowering Players through Data Transparency
Zhu, J. & El-Nasr, M. S., 2021.Research output: Contribution to conference - NOT published in proceeding or journal › Paper › Research › peer-review
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Personalization Paradox in Behavior Change Apps: Lessons from a Social Comparison-Based Personalized App for Physical Activity
Zhu, J., Dallal, D. H., Gray, R. C., Villareale, J., Ontañón, S., Forman, E. M. & Arigo, D., 2021, Proceedings of the ACM on Human-Computer Interaction - CSCW. p. 1-21 116. (Proceedings of the ACM on Human-Computer Interaction - CSCW).Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
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Player-AI Interaction: What Neural Network Games Reveal About AI as Play
Zhu, J., Villareale, J., Javvaji, N., Risi, S., Löwe, M., Weigelt, R. & Harteveld, C., May 2021, CHI '21: Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems. 77Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
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The Personalization Paradox: the Conflict between Accurate User Models and Personalized Adaptive Systems
Ontañón, S. & Zhu, J., 2021, IUI '21 Companion: 26th International Conference on Intelligent User Interfaces. Association for Computing Machinery, p. 64-66 3 p.Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
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Understanding Mental Models of AI through Player-AI Interaction
Zhu, J. & Villareale, J., 2021, Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems (CHI EA '21). 11Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
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Using virtual reality to train inhibitory control and reduce binge eating: A proof-of-concept study
Manasse, S. M., Lampe, E. W., Juarascio, A. S., Zhu, J. & Forman, E. M., 2021, In: Appetite.Research output: Journal Article or Conference Article in Journal › Journal article › Research › peer-review
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“Try, Try, Try Again:” Sequence Analysis of User Interaction Data with a Voice User Interface
Myers, C. M., Laris Pardo, L. F., Acosta-Ruiz, A., Canossa, A. & Zhu, J., 2021, CUI 2021-3rd Conference on Conversational User Interfaces. p. 1-8 8 p.Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
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2020
iNNk: A Multi-Player Game to Deceive a Neural Network
Villareale, J., Acosta-Ruiz, A. V., Arcaro, S. A., Fox, T., Freed, E., Gray, R. C., Löwe, M., Nuchprayoon, P., Sladek, A., Weigelt, R., Li, Y., Risi, S. & Zhu, J., 1 Nov 2020, CHI PLAY '20: Extended Abstracts of the 2020 Annual Symposium on Computer-Human Interaction in Play. p. 33-37 4 p.Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
Open AccessFile