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30th UMAP 2022: Barcelona, Spain
- Alejandro Bellogín, Ludovico Boratto, Olga C. Santos, Liliana Ardissono, Bart P. Knijnenburg:
UMAP '22: 30th ACM Conference on User Modeling, Adaptation and Personalization, Barcelona, Spain, July 4 - 7, 2022. ACM 2022, ISBN 978-1-4503-9207-5
Persuasion
- Ramon Ruiz-Dolz
, Joaquín Taverner, Stella Heras, Ana García-Fornes, Vicente J. Botti:
A Qualitative Analysis of the Persuasive Properties of Argumentation Schemes. 1-11 - Nhat Tran, Malihe Alikhani, Diane J. Litman:
How to Ask for Donations? Learning User-Specific Persuasive Dialogue Policies through Online Interactions. 12-22 - Matthias Kraus
Including Social Expectations for Trustworthy Proactive Human-Robot Dialogue. 23-33 - Roberto Legaspi, Wenzhen Xu
Multidimensional Analysis of Sense of Agency During Goal Pursuit. 34-47 - Ayoub El Majjodi, Alain D. Starke
Nudging Towards Health? Examining the Merits of Nutrition Labels and Personalization in a Recipe Recommender System. 48-56 - Madhurima Vardhan, Narayan Hegde, Srujana Merugu, Shantanu Prabhat, Deepak Nathani, Martin Seneviratne, Nur Muhammad, Pranay Reddy, Sriram Lakshminarasimhan, Rahul Singh, Karina Lorenzana, Eshan Motwani, Partha Talukdar, Aravindan Raghuveer:
Walking with PACE - Personalized and Automated Coaching Engine. 57-68
Explanations and Recommendations
- Daniel Ben Zaken, Avi Segal
Generating Recommendations with Post-Hoc Explanations for Citizen Science. 69-78 - Qinqin Wang, Elias Z. Tragos, Neil Hurley, Barry Smyth, Aonghus Lawlor, Ruihai Dong:
Entity-Enhanced Graph Convolutional Network for Accurate and Explainable Recommendation. 79-88 - Lars Steinert, Fynn Linus Kölling, Felix Putze
Evaluation of an Engagement-Aware Recommender System for People with Dementia. 89-98 - Sagi Eden, Amit Livne, Oren Sar Shalom, Bracha Shapira
Investigating the Value of Subtitles for Improved Movie Recommendations. 99-109 - Maria Riveiro, Serge Thill:
The challenges of providing explanations of AI systems when they do not behave like users expect. 110-120 - Vito Walter Anelli, Alejandro Bellogín
Top-N Recommendation Algorithms: A Quest for the State-of-the-Art. 121-131 - Pablo Sánchez
Travelers vs. Locals: The Effect of Cluster Analysis in Point-of-Interest Recommendation. 132-142
Classifying User Behavior
- Edita Grolman, Hodaya Binyamini, Asaf Shabtai, Yuval Elovici, Ikuya Morikawa, Toshiya Shimizu:
HateVersarial: Adversarial Attack Against Hate Speech Detection Algorithms on Twitter. 143-152 - He Yu, Simon Harper, Markel Vigo:
Low-Level Activity Patterns as Indicators of User Familiarity with Websites. 153-163 - Yuyan Wu
On the benefits of using Hidden Markov Models to predict emotions. 164-169 - Dima El Zein, Célia da Costa Pereira:
User's Knowledge and Information Needs in Information Retrieval Evaluation. 170-178
Intelligent User Interfaces 1
- Aini Putkonen, Aurélien Nioche
How Suitable Is Your Naturalistic Dataset for Theory-based User Modeling? 179-190 - Mohammed Alhamadi
Modeling User Strategies on Interactive Information Dashboards. 191-201 - Bruno Sguerra, Marion Baranes, Romain Hennequin, Manuel Moussallam:
Navigational, Informational or Punk-Rock? An Exploration of Search Intent in the Musical Domain. 202-211 - Utku Uckun, Rohan Tumkur Suresh, Md Javedul Ferdous
Taming User-Interface Heterogeneity with Uniform Overlays for Blind Users. 212-222 - Vincent Robbemond, Oana Inel
Understanding the Role of Explanation Modality in AI-assisted Decision-making. 223-233
Intelligent User Interfaces 2
- Alan Medlar, Jing Li, Yang Liu, Dorota Glowacka:
Critiquing-based Modeling of Subjective Preferences. 234-242 - Snigdha Das
I Cannot See Students Focusing on My Presentation; Are They Following Me? Continuous Monitoring of Student Engagement through "Stungage". 243-253 - Mohamed Amine Chatti, Mouadh Guesmi, Laura Vorgerd, Thao Ngo, Shoeb Ahmed Joarder, Qurat Ul Ain, Arham Muslim:
Is More Always Better? The Effects of Personal Characteristics and Level of Detail on the Perception of Explanations in a Recommender System. 254-264 - Federica Lucia Vinella, Rosa Mosch, Ioanna Lykourentzou, Judith Masthoff:
The Impact of Digital Nudging Techniques on the Formation of Self-Assembled Crowd Project Teams. 265-275
Technology-enhanced Adaptive Learning
- Hila Tamir-Ostrover, Gilad Baruch, Or Peleg, Yonatan Yellin, Maor Rosenberg, Alexandra Moringen, Kathrin Krieger, Helge J. Ritter, Jason Friedman
Automatic Evaluation of Aspects of Performance and Scheduling in Playing the Piano. 276-285 - Minghao Cai
Towards Supporting Adaptive Training of Injection Procedures: Detecting Differences in the Visual Attention of Nursing Students and Experts. 286-294 - Guojing Zhou, Tetsumichi Umada, Sidney D'Mello:
What do Students' Interactions with Online Lecture Videos Reveal about their Learning? 295-305
Doctoral Consortium
- Isabella Saccardi
Adaptive Emotional Support for Groups. 306-310 - Erasmo Purificato
Beyond-Accuracy Perspectives on Graph Neural Network-Based Models for Behavioural User Profiling. 311-315 - Alisa Rieger
Interactive Interventions to Mitigate Cognitive Bias. 316-320 - Khushboo Thaker:
KA-Recsys: Patient Focused Knowledge Appropriate Health Recommender System. 321-325 - Anouk van Kasteren
Personalized, context-aware communication in multimodal public transport. 326-330 - Felix Nti Koranteng
Personalizing Persuasive Principles to Improve Credibility. 331-334 - Jovan Jeromela
Scrutability of Intelligent Personal Assistants. 335-340 - Zhongli Filippo Hu
Service-aware Recommendation and Justification of Results. 341-345 - Hanif Emamgholizadeh:
Supporting Group Decision-Making Processes based on Group Dynamics. 346-350
Tutorials
- Jim Torresen, Atsushi Nakazawa:
Ethical Considerations in User Modeling and Personalization (ECUMAP): ACM UMAP 2022 Tutorial. 351-353 - Pasquale Lops, Cataldo Musto, Marco Polignano:
Semantics-aware Content Representations for Reproducible Recommender Systems (SCoRe). 354-356 - Peter Brusilovsky:
User Control in Adaptive Information Access. 357-360
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