Table of Contents

• The Eyes Are the Windows to the Mind: Implications for AI-Driven Personalized InteractionCristina Conati. 1 [doi]
• Does My AI Help or Hurt? Exploring Human-AI ComplementarityKori Inkpen. 2 [doi]
• Physical and Social Human-robot InteractionGiorgio Metta. 3 [doi]
• Modeling Tourists' Personality in Recommender Systems: How Does Personality Influence Preferences for Tourist Attractions?Patrícia Alves, Pedro M. Saraiva, João Carneiro, Pedro Campos 0001, Helena Martins, Paulo Novais, Goreti Marreiros. 4-13 [doi]
• Recommending Video Games to Adults with Autism Spectrum Disorder for Social-Skill EnhancementAlisha Banskota, Yiu-Kai Ng. 14-22 [doi]
• Digital Pen Features Predict Task Difficulty and User Performance of Cognitive TestsMichael Barz, Kristin Altmeyer, Sarah Malone, Luisa Lauer, Daniel Sonntag. 23-32 [doi]
• Predicting User Intents and Satisfaction with Dialogue-based Conversational RecommendationsWanling Cai, Li Chen. 33-42 [doi]
• A Cross-cultural Perspective for Personalizing Picture PasswordsArgyris Constantinides, Anna Maria Pietron, Marios Belk, Christos Fidas, Ting Han, Andreas Pitsillides. 43-52 [doi]
• Investigating the Influence of Personal Memories on Video-Induced EmotionsBernd Dudzik, Hayley Hung, Mark A. Neerincx, Joost Broekens. 53-61 [doi]
• Predictive Student Modeling in Block-Based Programming Environments with Bayesian Hierarchical ModelsAndrew Emerson, Michael Geden, Andy Smith, Eric N. Wiebe, Bradford W. Mott, Kristy Elizabeth Boyer, James C. Lester. 62-70 [doi]
• Using Stable Matching to Optimize the Balance between Accuracy and Diversity in RecommendationFarzad Eskandanian, Bamshad Mobasher. 71-79 [doi]
• Recency Aware Collaborative Filtering for Next Basket RecommendationGuglielmo Faggioli, Mirko Polato, Fabio Aiolli. 80-87 [doi]
• Investigating Multi-Modal Measures for Cognitive Load Detection in E-LearningNico Herbig, Tim Düwel, Mossad Helali, Lea Eckhart, Patrick Schuck, Subhabrata Choudhury, Antonio Krüger. 88-97 [doi]
• Eliciting User Preferences for Personalized Explanations for Video SummariesOana Inel, Nava Tintarev, Lora Aroyo. 98-106 [doi]
• Effects of Proactive Dialogue Strategies on Human-Computer TrustMatthias Kraus, Nicolas Wagner, Wolfgang Minker. 107-116 [doi]
• The Potential of Wrist-Worn Wearables for Driver Drowsiness Detection: A Feasibility AnalysisThomas Kundinger, Andreas Riener. 117-125 [doi]
• NewsViz: Depicting and Controlling Preference Profiles Using Interactive Treemaps in News Recommender SystemsJohannes Kunkel, Claudia Schwenger, Jürgen Ziegler 0001. 126-135 [doi]
• Inside Out: Exploring the Emotional Side of Search Engines in the ClassroomMonica Landoni, Maria Soledad Pera, Emiliana Murgia, Theo Huibers. 136-144 [doi]
• Beyond Optimizing for Clicks: Incorporating Editorial Values in News RecommendationFeng Lu, Anca Dumitrache, David Graus. 145-153 [doi]
• FairMatch: A Graph-based Approach for Improving Aggregate Diversity in Recommender SystemsMasoud Mansoury, Himan Abdollahpouri, Mykola Pechenizkiy, Bamshad Mobasher, Robin Burke. 154-162 [doi]
• Personalized Recommendation of PoIs to People with AutismNoemi Mauro, Liliana Ardissono, Federica Cena. 163-172 [doi]
• What's in a User? Towards Personalising Transparency for Music Recommender InterfacesMartijn Millecamp, Nyi Nyi Htun, Cristina Conati, Katrien Verbert. 173-182 [doi]
• Exploring Mental Models for Transparent and Controllable Recommender Systems: A Qualitative StudyThao Ngo, Johannes Kunkel, Jürgen Ziegler 0001. 183-191 [doi]
• Adaptive Complex Word Identification through False Friend DetectionAlessio Palmero Aprosio, Stefano Menini, Sara Tonelli. 192-200 [doi]
• On the Dependence Structure Between Learners' Response-time and Knowledge Mastery: If Not Linear, Then What?Zacharoula K. Papamitsiou, Kshitij Sharma, Michail N. Giannakos. 201-210 [doi]
• Tracking and Modeling Subjective Well-Being Using Smartphone-Based Digital PhenotypeSo Young Rhim, Uichin Lee, Kyungsik Han. 211-220 [doi]
• Group Recommender User Interfaces for Improving Requirements PrioritizationRalph Samer, Martin Stettinger, Alexander Felfernig. 221-229 [doi]
• Eliciting Touristic Profiles: A User Study on Picture CollectionsMete Sertkan, Julia Neidhardt, Hannes Werthner. 230-238 [doi]
• Opportunistic Multi-aspect Fairness through Personalized Re-rankingNasim Sonboli, Farzad Eskandanian, Robin Burke, Weiwen Liu, Bamshad Mobasher. 239-247 [doi]
• Cohort Modeling Based App Category Usage PredictionYuan Tian, Ke Zhou 0003, Mounia Lalmas, Yiqun Liu, Dan Pelleg. 248-256 [doi]
• Mind the Gap: Exploring Shopping Preferences Across Fashion Retail ChannelsMatthias Wölbitsch, Thomas Hasler, Simon Walk, Denis Helic. 257-265 [doi]
• The Impacts of Item Features and User Characteristics on Users' Perceived Serendipity of RecommendationsNingxia Wang, Li Chen 0009, Yonghua Yang. 266-274 [doi]
• Studying Personalized Just-in-time Auditory Breathing Guides and Potential Safety Implications during Simulated DrivingSebastian Zepf, Neska El Haouij, Jinmo Lee, Asma Ghandeharioun, Javier Hernandez, Rosalind W. Picard. 275-283 [doi]
• Improving Student-System Interaction Through Data-driven Explanations of Hierarchical Reinforcement Learning Induced Pedagogical PoliciesGuojing Zhou, Xi Yang, Hamoon Azizsoltani, Tiffany Barnes, Min Chi. 284-292 [doi]
• Human Strategic Steering Improves Performance of Interactive OptimizationFabio Colella, Pedram Daee, Jussi Jokinen, Antti Oulasvirta, Samuel Kaski. 293-297 [doi]
• More Than Accuracy: Towards Trustworthy Machine Learning Interfaces for Object RecognitionHendrik Heuer, Andreas Breiter. 298-302 [doi]
• An Exploratory Study on Techniques for Quantitative Assessment of Stroke Rehabilitation ExercisesMin Hun Lee, Daniel P. Siewiorek, Asim Smailagic, Alexandre Bernardino, Sergi Bermúdez i Badia. 303-307 [doi]
• Keen2Act: Activity Recommendation in Online Social Collaborative PlatformsRoy Ka-Wei Lee, Thong Hoang, Richard Jayadi Oentaryo, David Lo 0001. 308-312 [doi]
• Personality Correlates of Music Audio Preferences for Modelling Music ListenersAlessandro B. Melchiorre, Markus Schedl. 313-317 [doi]
• Wasserstein Collaborative Filtering for Item Cold-start RecommendationYitong Meng, Xiao Yan, Weiwen Liu, Huanhuan Wu, James Cheng. 318-322 [doi]
• Cogito ergo quid? The Effect of Cognitive Style in a Transparent Mobile Music Recommender SystemMartijn Millecamp, Robin Haveneers, Katrien Verbert. 323-327 [doi]
• The Role of Trust in Personal Data Sharing in the Context of e-Assessment and the Moderating Effect of Special Educational NeedsEkaterina Muravyeva, José Janssen, Kim Dirkx, Marcus Specht. 328-332 [doi]
• Towards a Knowledge-aware Food Recommender System Exploiting Holistic User ModelsCataldo Musto, Christoph Trattner, Alain Starke, Giovanni Semeraro. 333-337 [doi]
• A Dataset for Research on Depression in Social MediaEsteban A. Ríssola, Seyed Ali Bahrainian, Fabio Crestani. 338-342 [doi]
• Personalized Multilingual Search - Predicting Search Result List Language PreferencesBen Steichen, Carla Castillo, Kevin Scroggins. 343-347 [doi]
• Inferring Cognitive Style from Eye Gaze Behavior During Information Visualization UsageBen Steichen, Bo Fu, Tho Nguyen. 348-352 [doi]
• Discovering Related Users in Location-based Social NetworksSergio Torrijos, Alejandro Bellogín, Pablo Sánchez 0001. 353-357 [doi]
• Tackling Cannibalization Problems for Online AdvertisementYutaro Ueoka, Kota Tsubouchi, Nobuyuki Shimizu. 358-362 [doi]
• Practical Methods for Semi-automated Peer Grading in a Classroom SettingZheng Yuan, Doug Downey. 363-367 [doi]
• Challenges, Strategies and Adaptations on Interactive DashboardsMohammed Alhamadi. 368-371 [doi]
• A Personalised Intervention Model for Improving the Effectiveness of Driving-Behaviour AppsJawwad Baig. 372-375 [doi]
• Exploring the Need for Transparency in Educational Recommender SystemsJordan Barria-Pineda. 376-379 [doi]
• Developing a Patient-Therapist-Robot User Model for Motivation in Neurorehabilitation TherapiesAlexandru Bundea. 380-383 [doi]
• Cross-Game Modeling of Player's Behaviour in Free-To-Play GamesAndrej Vítek. 384-387 [doi]
• Hands on Data and Algorithmic Bias in Recommender SystemsLudovico Boratto, Mirko Marras. 388-389 [doi]
• Ethical Considerations in User Modeling and Personalization: ACM UMAP 2020 TutorialJim Tørresen. 390-391 [doi]
• A Gentle Introduction to Recommendation as Counterfactual Policy LearningFlavian Vasile, David Rohde, Olivier Jeunen, Amine Benhalloum. 392-393 [doi]
• Evaluation of Adaptive SystemsStephan Weibelzahl, Alexandros Paramythis, Judith Masthoff. 394-395 [doi]
• Workshop on Personalized Access to Cultural Heritage: PATCH'20Liliana Ardissono, Noemi Mauro, George E. Raptis, Alan J. Wecker. 396-397 [doi]
• APPS 2020: Second International Workshop on Adaptive and Personalized Privacy and SecurityMarios Belk, Christos Fidas, Juliana Bowles, Elias Athanasopoulos, Andreas Pitsillides. 398-399 [doi]
• Adaptation and Personalization in Computer Science Education: APCSE '20Giorgio Delzanno, Giovanna Guerrini, Daniele Traversaro. 400-401 [doi]
• HAAPIE 2020: 5th International Workshop on Human Aspects in Adaptive and Personalized Interactive EnvironmentsPanagiotis Germanakos, Vania Dimitrova, Ben Steichen, Alicja Piotrkowicz. 402-403 [doi]
• FairUMAP 2020: The 3rd Workshop on Fairness in User Modeling, Adaptation and PersonalizationBamshad Mobasher, Styliani Kleanthous, Michael D. Ekstrand, Bettina Berendt, Jahna Otterbacher, Avital Shulner Tal. 404-405 [doi]
• Workshop on Explainable User Models and Personalized Systems (ExUM 2020)Cataldo Musto, Nava Tintarev, Oana Inel, Marco Polignano, Giovanni Semeraro, Jürgen Ziegler 0001. 406-407 [doi]