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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
, Sujen Kancherla
, Julian J. McAuley
:
Avoiding Decision Fatigue with AI-Assisted Decision-Making. 1-11 - Elaheh Jafari

, Julita Vassileva
:
Designing Effective Warnings for Manipulative Designs in Mobile Applications. 12-17
Fairness, Transparency, Accountability, and Privacy
- Elizabeth Gómez

, David Contreras
, Maria Salamó
, Ludovico Boratto
:
Bringing Equity to Coarse and Fine-Grained Provider Groups in Recommender Systems. 18-23 - Alisa Rieger

, Suleiman Kulane
, Ujwal Gadiraju
, Maria Soledad Pera
:
Disentangling Web Search on Debated Topics: A User-Centered Exploration. 24-35 - Mersedeh Sadeghi

, Daniel Pöttgen
, Patrick Ebel
, Andreas Vogelsang
:
Explaining the Unexplainable: The Impact of Misleading Explanations on Trust in Unreliable Predictions for Hardly Assessable Tasks. 36-46 - Jerome Ramos

, Aldo Lipani
:
EXtrA-ShaRC: Explainable and Scrutable Reading Comprehension for Conversational Systems. 47-56 - Stavroula Eleftherakis

, Georgia Koutrika
, Sihem Amer-Yahia
:
Optimizing Neighborhoods for Fair Top-N Recommendation. 57-66 - Qin Ruan

, Jin Xu
, Susan Leavy
, Brian Mac Namee
, Ruihai Dong
:
Rewriting Bias: Mitigating Media Bias in News Recommender Systems through Automated Rewriting. 67-77 - Gabrielle Alves

, Dietmar Jannach
, Rodrigo Ferrari de Souza
, Marcelo Garcia Manzato
:
User Perception of Fairness-Calibrated Recommendations. 78-88 - Sara Salimzadeh

, Ujwal Gadiraju
:
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

, Korinn S. Ostrow
:
Challenge variance: Exploiting format differences for personalized learner models. 102-109 - Dipto Barman

, Kevin Koidl
, Owen Conlan
:
Discerning Individual Preferences for Identifying and Flagging Misinformation on Social Media. 110-119 - Mark Abdelshiheed

, Jennifer Jacobs
, Sidney D'Mello
:
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

, Sylvain Castagnos
, Özlem Özgöbek
, Armelle Brun
:
Beyond Trade-offs: Unveiling Fairness-Constrained Diversity in News Recommender Systems. 143-148 - Amir Gabay

, Adir Solomon
, Ido Guy
, Bracha Shapira
:
Creating an Intelligent Social Media Campaign Decision-Support Method. 149-158 - Marta Moscati

, Hannah Strauß
, Peer-Ole Jacobsen
, Andreas Peintner
, Eva Zangerle
, Marcel Zentner
, Markus Schedl
:
Emotion-Based Music Recommendation from Quality Annotations and Large-Scale User-Generated Tags. 159-164 - Giuseppe Spillo

, Francesco Bottalico
, Cataldo Musto
, Marco de Gemmis
, Pasquale Lops
, Giovanni Semeraro
:
Evaluating Content-based Pre-Training Strategies for a Knowledge-aware Recommender System based on Graph Neural Networks. 165-171 - Alessandro Petruzzelli

, Alessandro Francesco Maria Martina
, Giuseppe Spillo
, Cataldo Musto
, Marco de Gemmis
, Pasquale Lops
, Giovanni Semeraro
:
Improving Transformer-based Sequential Conversational Recommendations through Knowledge Graph Embeddings. 172-182 - Javier Wang

, Alejandro Bellogín
, Iván Cantador
:
Integrating sentiment features in factorization machines: Experiments on music recommender systems. 183-188 - Marta Micheli

, Alberto Valese
:
Modeling user personality traits from aesthetic preference on multiple images. 189-194 - M. Jeffrey Mei

, Oliver Bembom
, Andreas F. Ehmann
:
Negative Feedback for Music Personalization. 195-200 - Daniel Rosnes

, Alain D. Starke
, Christoph Trattner
:
Shaping the Future of Content-based News Recommenders: Insights from Evaluating Feature-Specific Similarity Metrics. 201-211 - Patrik Dokoupil

, Ludovico Boratto
, Ladislav Peska
:
User Perceptions of Diversity in Recommender Systems. 212-222
Intelligent User Interfaces
- Hitesh Kotte

, Florian Daiber
, Milos Kravcik
, Nghia Duong-Trung
:
FitSight: Tracking and Feedback Engine for Personalized Fitness Training. 223-231 - Syrine Haddad

, Kayhan Latifzadeh
, Saravanakumar Duraisamy
, Jean Vanderdonckt
, Olfa Dâassi
, Safya Belghith
, Luis A. Leiva
:
Good GUIs, Bad GUIs: Affective Evaluation of Graphical User Interfaces. 232-243 - Vedant Bahel

, Harshinee Sriram
, Cristina Conati
:
Initial results on personalizing explanations of AI hints in an ITS. 244-248 - Seyedehdelaram Esfahani

, Giovanni De Toni
, Bruno Lepri
, Andrea Passerini
, Katya Tentori
, Massimo Zancanaro
:
Preference Elicitation in Interactive and User-centered Algorithmic Recourse: an Initial Exploration. 249-254 - Rikako Matsushima

, Yoshinori Hijikata
, Shlomo Berkovsky
:
Proponents as the Means to Increase the Uptake of Recommendations. 255-260 - Ayano Okoso

, Keisuke Otaki
, Satoshi Koide
, Yukino Baba
:
Toward Tone-Aware Explanations in Recommender Systems. 261-266
Virtual Assistants, Conversational Interactions, and Personalized Human-Robot Interaction
- Ahtsham Manzoor

, Samuel C. Ziegler
, Klaus Maria Pirker Garcia
, Dietmar Jannach
:
ChatGPT as a Conversational Recommender System: A User-Centric Analysis. 267-272 - Konstantin Bauman

, Alexey Vasilev
, Alexander Tuzhilin
:
Does the Long Tail of Context Exist and Matter? The Case of Dialogue-based Recommender Systems. 273-278 - Philipp Hallgarten

, Naveen Sendhilnathan
, Ting Zhang
, Ekta Sood
, Tanya R. Jonker
:
GEARS: Generalizable Multi-Purpose Embeddings for Gaze and Hand Data in VR Interactions. 279-289 - Mayowa Olapade

, Tarlan Hasanli
, Abdul-Rasheed Ottun
, Adeyinka Akintola
, Mohan Liyanage
, Huber Flores
:
Pervasive Chatbots: Investigating Chatbot Interventions for Multi-Device Applications. 290-300 - Amra Delic

, Hanif Emamgholizadeh
, Francesco Ricci
, Judith Masthoff
:
Supporting Group Decision-Making: Insights from a Focus Group Study. 301-306 - Helena Lindgren

, Vera C. Kaelin
, Ann-Margreth Ljusbäck
, Maitreyee Tewari
, Michele Persiani
, Ingeborg Nilsson
:
To Adapt or Not to Adapt ? Older Adults Enacting Agency in Dialogues with an Unknowledgeable Agent. 307-316

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