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Is More Always Better? The Effects of Personal Characteristics and Level of Detail on the Perception of Explanations in a Recommender System

M. Chatti, M. Guesmi, L. Vorgerd, T. Ngo, S. Joarder, Q. Ain, и A. Muslim. Proceedings of the 30th ACM Conference on User Modeling, Adaptation and Personalization, стр. 254-264. ACM, (июля 2022)Several detail-levels of explanations and their match to individual differences.
DOI: 10.1145/3503252.3531304

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Muslim Dvoyashkin

Muslim Ahmedally Bootwalla

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The LAVA Model: Learning Analytics Meets Visual Analytics.M. Chatti, A. Muslim, M. Guliani, и M. Guesmi. CoRR, (2023)How to Design Effective Learning Analytics Indicators? A Human-Centered Design Approach.M. Chatti, A. Muslim, M. Guesmi, F. Richtscheid, D. Nasimi, A. Shahin, и R. Damera. EC-TEL, том 12315 из Lecture Notes in Computer Science, стр. 303-317. Springer, (2020)Supporting Indicator Personalization and Platform Extensibility in Open Learning Analytics.A. Muslim, M. Chatti, и U. Schroeder. Technol. Knowl. Learn., 27 (2): 429-448 (2022)SIMT: A Semantic Interest Modeling Toolkit.M. Chatti, F. Ji, M. Guesmi, A. Muslim, R. Singh, и S. Joarder. UMAP (Adjunct Publication), стр. 75-78. ACM, (2021)Input or Output: Effects of Explanation Focus on the Perception of Explainable Recommendation with Varying Level of Details.M. Guesmi, M. Chatti, L. Vorgerd, S. Joarder, Q. Ain, T. Ngo, S. Zumor, Y. Sun, F. Ji, и A. Muslim. IntRS@RecSys, том 2948 из CEUR Workshop Proceedings, стр. 55-72. CEUR-WS.org, (2021)Is More Always Better? The Effects of Personal Characteristics and Level of Detail on the Perception of Explanations in a Recommender System.M. Chatti, M. Guesmi, L. Vorgerd, T. Ngo, S. Joarder, Q. Ain, и A. Muslim. CoRR, (2023)A Modular and Extensible Framework for Open Learning Analytics.A. Muslim, M. Chatti, M. Bashir, O. Varela, и U. Schroeder. J. Learn. Anal., (апреля 2018)Open Learning Analytics: A Systematic Literature Review and Future Perspectives.A. Muslim, M. Chatti, и M. Guesmi. CoRR, (2023)Designing Theory-Driven Analytics-Enhanced Self-Regulated Learning Applications.M. Chatti, V. Yücepur, A. Muslim, M. Guesmi, и S. Joarder. CoRR, (2023)On-demand Personalized Explanation for Transparent Recommendation.M. Guesmi, M. Chatti, L. Vorgerd, S. Joarder, S. Zumor, Y. Sun, F. Ji, и A. Muslim. UMAP (Adjunct Publication), стр. 246-252. ACM, (2021)

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