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32nd UMAP 2024: Cagliari, Italy
- Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and Personalization, UMAP 2024, Cagliari, Italy, July 1-4, 2024. ACM 2024
Personalization for Persuasive and Behavior Change Systems
- Jessica Maria Echterhoff
, Aditya Melkote
Avoiding Decision Fatigue with AI-Assisted Decision-Making. 1-11 - Elaheh Jafari
Designing Effective Warnings for Manipulative Designs in Mobile Applications. 12-17
Fairness, Transparency, Accountability, and Privacy
- Elizabeth Gómez
Bringing Equity to Coarse and Fine-Grained Provider Groups in Recommender Systems. 18-23 - Alisa Rieger
Disentangling Web Search on Debated Topics: A User-Centered Exploration. 24-35 - Mersedeh Sadeghi
Explaining the Unexplainable: The Impact of Misleading Explanations on Trust in Unreliable Predictions for Hardly Assessable Tasks. 36-46 - Jerome Ramos
EXtrA-ShaRC: Explainable and Scrutable Reading Comprehension for Conversational Systems. 47-56 - Stavroula Eleftherakis
Optimizing Neighborhoods for Fair Top-N Recommendation. 57-66 - Qin Ruan
Rewriting Bias: Mitigating Media Bias in News Recommender Systems through Automated Rewriting. 67-77 - Gabrielle Alves
User Perception of Fairness-Calibrated Recommendations. 78-88 - Sara Salimzadeh
When in Doubt! Understanding the Role of Task Characteristics on Peer Decision-Making with AI Assistance. 89-101
Personalizing Learning Experiences through User Modeling
- Charles Lang
Challenge variance: Exploiting format differences for personalized learner models. 102-109 - Dipto Barman
Discerning Individual Preferences for Identifying and Flagging Misinformation on Social Media. 110-119 - Mark Abdelshiheed
Not a Team but Learning as One: The Impact of Consistent Attendance on Discourse Diversification in Math Group Modeling. 120-131 - Kirsty Kitto
Will a Skills Passport ever get me through the lifelong learning border?: Two critical challenges facing personalised user models for lifelong learning. 132-142
Personalized Recommender Systems
- Célina Treuillier
Beyond Trade-offs: Unveiling Fairness-Constrained Diversity in News Recommender Systems. 143-148 - Amir Gabay
Creating an Intelligent Social Media Campaign Decision-Support Method. 149-158 - Marta Moscati
Emotion-Based Music Recommendation from Quality Annotations and Large-Scale User-Generated Tags. 159-164 - Giuseppe Spillo
Evaluating Content-based Pre-Training Strategies for a Knowledge-aware Recommender System based on Graph Neural Networks. 165-171 - Alessandro Petruzzelli
Improving Transformer-based Sequential Conversational Recommendations through Knowledge Graph Embeddings. 172-182 - Javier Wang
Integrating sentiment features in factorization machines: Experiments on music recommender systems. 183-188 - Marta Micheli
Modeling user personality traits from aesthetic preference on multiple images. 189-194 - M. Jeffrey Mei
Negative Feedback for Music Personalization. 195-200 - Daniel Rosnes
Shaping the Future of Content-based News Recommenders: Insights from Evaluating Feature-Specific Similarity Metrics. 201-211 - Patrik Dokoupil
User Perceptions of Diversity in Recommender Systems. 212-222
Intelligent User Interfaces
- Hitesh Kotte
FitSight: Tracking and Feedback Engine for Personalized Fitness Training. 223-231 - Syrine Haddad
Good GUIs, Bad GUIs: Affective Evaluation of Graphical User Interfaces. 232-243 - Vedant Bahel
Initial results on personalizing explanations of AI hints in an ITS. 244-248 - Seyedehdelaram Esfahani
Preference Elicitation in Interactive and User-centered Algorithmic Recourse: an Initial Exploration. 249-254 - Rikako Matsushima
Proponents as the Means to Increase the Uptake of Recommendations. 255-260 - Ayano Okoso
Toward Tone-Aware Explanations in Recommender Systems. 261-266
Virtual Assistants, Conversational Interactions, and Personalized Human-Robot Interaction
- Ahtsham Manzoor
ChatGPT as a Conversational Recommender System: A User-Centric Analysis. 267-272 - Konstantin Bauman
Does the Long Tail of Context Exist and Matter? The Case of Dialogue-based Recommender Systems. 273-278 - Philipp Hallgarten
GEARS: Generalizable Multi-Purpose Embeddings for Gaze and Hand Data in VR Interactions. 279-289 - Mayowa Olapade
Pervasive Chatbots: Investigating Chatbot Interventions for Multi-Device Applications. 290-300 - Amra Delic
Supporting Group Decision-Making: Insights from a Focus Group Study. 301-306 - Helena Lindgren
To Adapt or Not to Adapt ? Older Adults Enacting Agency in Dialogues with an Unknowledgeable Agent. 307-316
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