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ORCID34th UMAP Workshops 2026: Gothenburg, Sweden
- Lien Michiels, Sole Pera:
Joint Proceedings of the ACM UMAP 2026 Workshops co-located with the 34th ACM Conference on User Modeling, Adaptation and Personalization (UMAP 2026), Gothenburg, Sweden, June 8-11, 2026. CEUR Workshop Proceedings 4206, CEUR-WS.org 2026
Workshop 1: ExUM 2026: The 8th Workshop on Explainable User Modeling and Personalised Systems
- Hlib Oshchepkov, Antonela Tommasel:
How Prompting Shapes LLM-Generated Explanations for Recommender Systems: A Multi-Prompt Comparison Across Domains. 1-9 - Kosar Seyyedhosseinzadeh, Matevz Pesek, Marko Tkalcic:
What do Listeners Attend to When Listening to Music? Toward Explainable Music Recommendations. 10-18 - Amina Mevic, Senka Krivic:
Explainability Requirements for Industry 5.0: Towards Role-Adaptive Explanation in Semiconductor Manufacturing. 19-29 - Hrushikesh Ahire, Gavin Rony Correia, Pinky Sherwani, Het Darshan Mehta, Marco Polignano, Giovanni Semeraro, Ernesto William De Luca:
A Comprehensive Evaluation Framework for Multi-Level Bias Analysis in Graph-Based Personalization Systems. 30-47
Workshop 2: 8th UMAP Workshop on Fairness in User Modeling, Adaptation, and Personalization (FairUMAP 2026)
- Julien Albert, Jens Leysen, Benoît Frénay, Bruno Dumas, Lien Michiels:
Are We Studying the Same Filter Bubble? A Conceptual Framework of the Empirical Literature. 48-63 - Shah Noor Khan, Eelco Herder, Libio Goncalves Braz, Karlijn Dinnissen, Judith Masthoff:
Perceptions of Fairness and its Impact on User Choices in Music Recommendation. 64-77
Workshop 3: GMAP 2026: 5th Workshop on Group Modeling, Adaptation and Personalization
- Marta Moscati, Xinwei Xu, Markus Schedl:
Networked Tastes: Homophily for Music Recommendation. 78-86 - Ondrej Kríz, Patrik Dokoupil, Ladislav Peska:
Towards Asynchronous Group Recommendations. 87-94 - Tamara Mantz, Laura M. König, Anke V. Reinschluessel, Tiare Feuchtner, Martina Kanning, Hanna Hauptmann:
Balancing Group Exergames in Virtual Reality: Fairness through Dynamic Difficulty Adaptation. 95-110
Workshop 4: The 14th International Workshop on News Recommendation and Analytics (INRA 2026)
- Diana F. Sousa, Luigi Spagnolo, Nicolas Stefanovitch:
NARPHI: News Articles Recommendation System for Public Health Intelligence. 111-117 - Uros Sergas, Marko Tkalcic, Bruce Ferwerda:
Evaluating Depolarization-Oriented News Ranking Strategies Using LLM-Generated Articles. 118-126 - Svenja Lys Forstner, Alain D. Starke, Christoph Trattner:
Explanations for Recommended Low-Interest News Articles Fail to Persuade Selective News Avoiders. 127-142
Workshop 5: LLM4Good: The 2nd Workshop on Sustainable and Trustworthy Large Language Models for Personalization
- Ashmi Banerjee, Adithi Satish, Fitri Nur Aisyah, Wolfgang Wörndl, Yashar Deldjoo:
Toward Agentic Reconciliation: The Case for Multi-Stakeholder Negotiation in Tourism Recommender Systems. 143-147 - Andrea Forster, Peter Müllner, Denis Helic, Elisabeth Lex, Dominik Kowald:
Fair Agents: Balancing Multistakeholder Alignment in Multi-Agent Personalization Systems. 148-159 - Sayali Nitin Doifode:
Sustainable Extractive Question Answering for Resource-Constrained Personalized Document Assistants. 160-168 - Alex Argese, Andrea Sillano, Pasquale Lisena, Raphaël Troncy, Tommaso Calò, Luigi De Russis:
SciTeller: An LLM-Based Framework for Persona-Adaptive Scientific Storytelling. 169-188 - Carine Pierrette Mukamakuza, Ronald Kato:
A Participatory Governance Framework for Culturally Adaptive LLM Personalization: Advancing Digital Humanism Through Community-Driven Safeguards. 189-198
Workshop 6: LLM4WellRec: The First Workshop on Trustworthy and Adaptive LLMs for Mental and Physical Wellbeing in Recommendations
- Gaetano Dibenedetto, Stefano Labianca, Marco Polignano, Pasquale Lops:
Evaluating Generative Text-to-Motion for Occupational Wellbeing Recommender Systems. 199-210 - Kathleen W. Guan, Easha Jadnanansing, Mohammed Amara, Kirmina Rezk, Bernard J. Jansen, Mark de Reuver, João Fernando Ferreira Gonçalves, Caroline A. Figueroa:
Lived experience in dialogue: co-designing adaptive support in large language models for youth well-being. 211-225 - Elise Hallaert, Jean Albrecq, Juliette Barnich, Bruno Dumas:
Unseen but Influential: The role of friction in General Practitioners Experience with an LLM-Based Diagnostic Feature in EHR Systems. 226-235 - Alan Said, Alexandra Weilenmann:
Designing Trustworthy LLM-based Wellbeing Recommendation through Controllable Interaction. 236-244
Workshop 7: ParaAdapt: Parametric User Modeling & Adaptation for Navigating Complex Interactive Domains
- Amar Halilovic, Vahidin Hasic, Senka Krivic:
Parametric User Abstractions for Controllable and Adaptive Explanation in Human-Robot Interaction. 245-248 - Christian Alexander Steinparz, Yannick Metz, Andreas P. Hinterreiter, Manuela Waldner, Mennatallah El-Assady, Marc Streit:
Parametric Detail-on-Demand for Projection Spaces of High-Dimensional Data. 249-252 - Swen E. Gaudl:
A Case Study in Re-engineering and Porting a Legacy Codebase using LLM pair-programming: A First Look. 253-256
Workshop 8: The 17th International Workshop on Personalized Access to Cultural Heritage (PATCH 2026)
- Alessio Ferrato, Carla Limongelli, Giuseppe Sansonetti, Giuliana Calcani:
A Virtual Reality Framework for Teaching Artwork Forgery Detection. 257-263 - Liliana Ardissono, Angelo Geninatti Cossatin, Noemi Mauro, Claudia Picardi:
Generative AI as an Adaptive Narrative Layer for Cultural Heritage: Towards Responsible Personalized Storytelling. 264-271 - Yael Avni, Yoan Cornfield, Tsvi Kuflik, Theresa Zaher Nasser, Alexandra Danial-Saad:
Lessons Learned from Training Developers to Consider Accessibility in Cultural Heritage. 272-278 - Alan J. Wecker, Tsvi Kuflik:
Authenticity and Generative AI in Cultural Heritage: Conceptual and Experimental Perspectives. 279-282 - Yael Avni, Juliana Najib Abushkara, Ahed Mohammad Zoabi, Lior Maman, Alexandra Danial-Saad, Tsvi Kuflik, Oshrat Ayalon:
EMusA: Enhancing Museum Accessibility through an Integrated Conversational AI Agent. 283-288 - Fabio Ferrero, Angelo Geninatti Cossatin, Liliana Ardissono, Noemi Mauro:
Enhancing Access to Movie Cultural Heritage through Narrative-Enriched Item Representations. 289-296
Workshop 9: SOcial and Cultural IntegrAtion with PersonaLIZEd Interfaces (SOCIALIZE) 2026
- Cristina Gena:
Mind Modeling: A ToM-Based Framework for Personalization. 297-304 - Davide Curcuglioniti, Linda Pigureddu, Cristina Gena:
Slang4Pepper entered the chat: Building a slang-aware glossary for Social Robots interacting with Teenagers. 305-310 - Aurora Toma, Davide Lofrese, Claudia Chiapparino, Vincenzo Solfrizzi, Maria Paola Marino, Liuzzi Rosalba, Fabiana Ricchitelli, Claudio Colonna:
Conceptualizing LLM-Based Annotation of Social Attitudes in Long-Term Human-Robot Interaction. 311-319 - Liliana Ardissono, Angelo Geninatti Cossatin, Noemi Mauro:
Beyond Navigation: Enabling Inclusive Urban Exploration. 320-324 - Alessio Prete, Alessio Ferrato, Giuseppe Sansonetti:
Real-World Robust Indoor Positioning in Smart Museums. 325-332
Workshop 10: First International Workshop on User Modeling, Personalization, and Adaptive Systems for Sustainability and Social Good (UMAP4Good 2026)
- Francesco Lazzarotto, Giulia Coucourde, Federica Cena:
Balancing Thematic Relevance and Cognitive Load in Adaptive Text Recommendation for Learners with SLDs. 333-341 - Andrea Barreto Luna, Niloofar Haghighi, Ashal Iman, Vinh Tran-Quang, Arjon Sadikaj, Mark Atta Mensah, Kiemute Oyibo:
Enacting Instructor Attention in Real Time: Comparing Haptic and Visual Alerts for Low-Disruption Instructor-Facing Classroom Support. 342-350 - Alain Starke, Samira Dauth, Tilda Lundkvist, Bruce Ferwerda:
Evaluating Visual Nudges and User Trade-Offs for Sustainable Computing in AI Interfaces. 351-362 - Marlene Holzleitner, Stephan Leitner, Dietmar Jannach:
On the Sustainability of Fairness and Bias Interventions in Recommender Systems: A Simulation-based Analysis. 363-378 - Furkan Çelik, Ashmi Banerjee, Wolfgang Wörndl:
Sustainable Tourism through Locality-Aware Recommendations. 379-390 - Darren Drew, Julia Scheerer, Maiss Am Ali, Anrey Jazriel Dela Cruz, Mohammad Zain Al Syed, Mark Atta Mensah, Kiemute Oyibo:
Toward Inclusive Digital Drawing in Education: Comparing Direct and Indirect Visual Feedback Across Input Devices. 391-398 - Angelo Geninatti Cossatin, Noemi Mauro:
Toward Personalized Meditation Recommendations for Digital Well-Being. 399-406 - Alan Said:
When Personalization Conflicts with Sustainability: A System-Level Perspective. 407-414
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