| Is more always better? The effects of personal characteristics and level of detail on the perception of explanations in a recommender system MA Chatti, M Guesmi, L Vorgerd, T Ngo, S Joarder, QU Ain, A Muslim Proceedings of the 30th ACM Conference on User Modeling, Adaptation and …, 2022 | 31 | 2022 |
| How to design effective learning analytics indicators? A human-centered design approach MA Chatti, A Muslim, M Guesmi, F Richtscheid, D Nasimi, A Shahin, ... Addressing Global Challenges and Quality Education: 15th European Conference …, 2020 | 27 | 2020 |
| On-demand personalized explanation for transparent recommendation M Guesmi, MA Chatti, L Vorgerd, S Joarder, S Zumor, Y Sun, F Ji, ... Adjunct Proceedings of the 29th ACM Conference on User Modeling, Adaptation …, 2021 | 24 | 2021 |
| The LAVA model: Learning analytics meets visual analytics MA Chatti, A Muslim, M Guliani, M Guesmi Adoption of data analytics in higher education learning and teaching, 71-93, 2020 | 23 | 2020 |
| Explaining user models with different levels of detail for transparent recommendation: A user study M Guesmi, MA Chatti, L Vorgerd, T Ngo, S Joarder, QU Ain, A Muslim Adjunct Proceedings of the 30th ACM Conference on User Modeling, Adaptation …, 2022 | 22 | 2022 |
| Input or Output: Effects of Explanation Focus on the Perception of Explainable Recommendation with Varying Level of Details. M Guesmi, MA Chatti, L Vorgerd, SA Joarder, QU Ain, T Ngo, S Zumor, ... Intrs@ recsys, 55-72, 2021 | 22 | 2021 |
| Open, Scrutable and Explainable Interest Models for Transparent Recommendation M Guesmi, MA Chatti, Y Sun, S Zumor, F Ji, A Muslim, L Vorgerd, ... IUI ’21: Joint Proceedings of the ACM IUI 2021 Workshops, April 13-17, 2021 …, 2021 | 20 | 2021 |
| Open learning analytics: a systematic literature review and future perspectives A Muslim, MA Chatti, M Guesmi Artificial Intelligence Supported Educational Technologies, 3-29, 2020 | 18 | 2020 |
| Visualization for recommendation explainability: a survey and new perspectives MA Chatti, M Guesmi, A Muslim ACM Transactions on Interactive Intelligent Systems 14 (3), 1-40, 2024 | 17 | 2024 |
| Interactive visualizations of transparent user models for self-actualization: A human-centered design approach M Guesmi, MA Chatti, A Tayyar, QU Ain, S Joarder Multimodal Technologies and Interaction 6 (6), 42, 2022 | 11 | 2022 |
| Justification vs. Transparency: Why and How Visual Explanations in a Scientific Literature Recommender System M Guesmi, MA Chatti, S Joarder, QU Ain, C Siepmann, H Ghanbarzadeh, ... Information 14 (7), 401, 2023 | 10 | 2023 |
| Interactive explanation with varying level of details in an explainable scientific literature recommender system M Guesmi, MA Chatti, S Joarder, QU Ain, R Alatrash, C Siepmann, ... International Journal of Human–Computer Interaction 40 (22), 7248-7269, 2024 | 8 | 2024 |
| A multi-dimensional conceptualization framework for personalized explanations in recommender systems QU Ain, MA Chatti, M Guesmi, S Joarder Companion Proceedings of the 27th International Conference on Intelligent …, 2022 | 8 | 2022 |
| Designing theory-driven analytics-enhanced self-regulated learning applications MA Chatti, V Yücepur, A Muslim, M Guesmi, S Joarder Visualizations and dashboards for learning analytics, 47-68, 2021 | 8 | 2021 |
| What if Interactive Explanation in a Scientific Literature Recommender System. M Guesmi, MA Chatti, J Ghorbani-Bavani, SA Joarder, QU Ain, R Alatrash IntRS@ RecSys, 104-121, 2022 | 6 | 2022 |
| Learning Channels to Support Interaction and Collaboration in CourseMapper QU Ain, MA Chatti, S Joarder, I Nassif, BS Wobiwo Teda, M Guesmi, ... Proceedings of the 14th International Conference on Education Technology and …, 2022 | 5 | 2022 |
| Validation of the EDUSS framework for self-actualization based on transparent user models: A qualitative study M Guesmi, C Siepmann, MA Chatti, S Joarder, QU Ain, R Alatrash Adjunct Proceedings of the 31st ACM Conference on User Modeling, Adaptation …, 2023 | 4 | 2023 |
| Simt: A semantic interest modeling toolkit MA Chatti, F Ji, M Guesmi, A Muslim, RK Singh, SA Joarder Adjunct Proceedings of the 29th ACM Conference on User Modeling, Adaptation …, 2021 | 4 | 2021 |
| Semantic interest modeling and content-based scientific publication recommendation using word embeddings and sentence encoders M Guesmi, MA Chatti, L Kadhim, S Joarder, QU Ain Multimodal Technologies and Interaction 7 (9), 91, 2023 | 3 | 2023 |
| Visualization for Recommendation Explainability: A Survey and New Perspectives M Amine Chatti, M Guesmi, A Muslim arXiv e-prints, arXiv: 2305.11755, 2023 | | 2023 |
