UMAP-WS 2026

Table of Contents

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