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ORCID30th UMAP 2022: Barcelona, Spain - Adjunct Publication
- UMAP '22: 30th ACM Conference on User Modeling, Adaptation and Personalization, Barcelona, Spain, July 4 - 7, 2022, Adjunct Proceedings. ACM 2022, ISBN 978-1-4503-9232-7
Late-breaking Results and Demos
- Yong Zheng, Gonzalo Florez Arias:
A Family of Neural Contextual Matrix Factorization Models for Context-Aware Recommendations. 1-6 - Alessandro Francesco Maria Martina
, Cataldo Musto, Andrea Iovine, Marco de Gemmis, Fedelucio Narducci, Giovanni Semeraro:
A Virtual Assistant for the Movie Domain Exploiting Natural Language Preference Elicitation Strategies. 7-12 - Johannes Schwerdt, Andreas Nürnberger:
Automatic Reading Detection during Online Search Sessions. 13-17 - Yong Zheng:
DeepCARSKit: A Demo and User Guide. 18-21 - Mete Sertkan, Julia Neidhardt:
Exploring Expressed Emotions for Neural News Recommendation. 22-28 - Antonela Tommasel, Juan Manuel Rodriguez, Filippo Menczer:
Following the Trail of Fake News Spreaders in Social Media: A Deep Learning Model. 29-34 - Antonela Tommasel, Juan Manuel Rodriguez, Daniela Godoy:
Haven't I just Listened to This?: Exploring Diversity in Music Recommendations. 35-40 - Iustina Alekseevna Ivanova, Attaullah Buriro, Francesco Ricci:
Map and Content-Based Climbing Recommender System. 41-45 - Lubomir Ivanov:
Optimizing the User Experience in VR-based Anti-Bullying Education. 46-51 - Federico Rios, Paolo Rizzo, Francesco Puddu, Federico Romeo, Andrea Lentini, Giuseppe Asaro, Filippo Rescalli, Cristiana Bolchini, Paolo Cremonesi:
Recommending Relevant Papers to Conference Participants: a Deep Learning Driven Content-based Approach. 52-57 - Matthias Kraus, Viktoria Dettenhofer, Wolfgang Minker:
Responsible Interactive Personalisation for Human-Robot Cooperation. 58-62 - Damjan Prvulovic, Richard Vogl, Peter Knees:
ReStyle-MusicVAE: Enhancing User Control of Deep Generative Music Models with Expert Labeled Anchors. 63-66 - Joni Salminen, Bernard J. Jansen, Soon-Gyo Jung:
Survey2Persona: Rendering Survey Responses as Personas. 67-73 - Timm Kleemann, Benedikt Loepp, Jürgen Ziegler:
Towards Multi-Method Support for Product Search and Recommending. 74-79 - Payam Pourashraf, Bamshad Mobasher:
Using Recommender Systems to Help Revitalize Local News. 80-84 - Rikaz Rameez, Hossein A. Rahmani, Emine Yilmaz:
ViralBERT: A User Focused BERT-Based Approach to Virality Prediction. 85-89
Theory, Opinion, and Reflection
- Markus Schedl, Navid Rekabsaz, Elisabeth Lex, Tessa Grosz, Elisabeth Greif:
Multiperspective and Multidisciplinary Treatment of Fairness in Recommender Systems Research. 90-94 - Naieme Hazrati, Francesco Ricci:
Simulating Users' Interactions with Recommender Systems. 95-98
4th International Workshop on Adaptive and Personalized Privacy and Security (APPS 2022)
- Argyris Constantinides, Marios Belk, Christos Fidas, Juliana Bowles, Andreas Pitsillides:
APPS 2022: Fourth International Workshop on Adaptive and Personalized Privacy and Security. 99-100 - Nuray Baltaci Akhuseyinoglu, Kamil Akhuseyinoglu:
Context Adaptive Personalized Privacy for Location-based Systems. 101-108 - Tope Omitola, Niko Tsakalakis, Gary B. Wills, Richard Gomer, Ben Waterson, Tom Cherret, Sophie Stalla-Bourdillon:
User Configurable Privacy Requirements Elicitation in Cyber-Physical Systems. 109-119
3rd International Workshop on Adapted intEraction with SociAl Robots (cAESAR'22)
- Berardina Nadja De Carolis, Cristina Gena, Antonio Lieto, Silvia Rossi, Alessandra Sciutti:
3rd Workshop on Adapted intEraction with SociAl Robots. 120-122 - Berardina De Carolis, Stefano Ferilli, Nicola Macchiarulo:
Ambient Assisted Living and Social Robots: Towards Learning Relations between User's Daily Routines and Mood. 123-129 - Daniel Macis, Sara Perilli, Cristina Gena:
Employing Socially Assistive Robots in Elderly Care. 130-138 - Giulia Belgiovine, Jonas Gonzalez-Billandon, Giulio Sandini, Francesco Rea, Alessandra Sciutti:
Towards an HRI Tutoring Framework for Long-term Personalization and Real-time Adaptation. 139-145 - Cristina Gena, Alberto Lillo, Claudio Mattutino, Enrico Mosca:
Wolly: an affective and adaptive educational robot. 146-150 - Cristina Gena, Rossana Damiano, Claudio Mattutino, Alessandro Mazzei, Stefania Brighenti, Matteo Nazzario, Andrea Meirone, Camilla Quarato, Elisabetta Miraglio, Giulia Ricciardiello, Francesco Petriglia, Federica Liscio, Giuseppe Piccinni, Loredana Mazzotta, Cesare Pecone, Valeria Ricci:
Ontologies and Open Data for Enriching Personalized Social Moments in Human Robot Interaction. 151-154 - Nitha Elizabeth John, Alessandra Rossi, Silvia Rossi:
Personalized Human-Robot Interaction with a Robot Bartender. 155-159
3rd International Workshop on Explainable User Models and Personalized Systems (ExUM'22)
- Cataldo Musto, Amra Delic, Oana Inel, Marco Polignano, Amon Rapp, Giovanni Semeraro, Jürgen Ziegler:
Workshop on Explainable User Models and Personalised Systems (ExUM). 160-162 - Owen Chambers, Robin Cohen, Maura R. Grossman, Queenie Chen:
Creating a User Model to Support User-specific Explanations of AI Systems. 163-166 - Mohammed Muheeb Ghori, Arman Dehpanah, Jonathan Gemmell, Hamed Qahri-Saremi, Bamshad Mobasher:
Does the User Have A Theory of the Recommender? A Grounded Theory Study. 167-174 - Mouadh Guesmi, Mohamed Amine Chatti, Laura Vorgerd, Thao Ngo, Shoeb Ahmed Joarder, Qurat Ul Ain, Arham Muslim:
Explaining User Models with Different Levels of Detail for Transparent Recommendation: A User Study. 175-183 - Marco Polignano, Giuseppe Colavito, Cataldo Musto, Marco de Gemmis, Giovanni Semeraro:
Lexicon Enriched Hybrid Hate Speech Detection with Human-Centered Explanations. 184-191 - Alisa Rieger, Qurat-ul-ain Shaheen, Carles Sierra, Mariët Theune, Nava Tintarev:
Towards Healthy Engagement with Online Debates: An Investigation of Debate Summaries and Personalized Persuasive Suggestions. 192-199 - Zhirun Zhang, Yucheng Jin, Li Chen:
A Diary Study of Social Explanations for Recommendations in Daily Life. 200-208
5th International Workshop on Fairness in User Modeling, Adaptation and Personalization (FairUMAP'22)
- Styliani Kleanthous, Bamshad Mobasher, Tsvika Kuflik, Bettina Berendt, Robin Burke, Jahna Otterbacher, Nasim Sonboli, Avital Shulner-Tal:
5th Workshop on Fairness in User Modeling, Adaptation, and Personalization (FairUMAP 2022). 209-210 - Sofia Yfantidou, Pavlos Sermpezis, Athena Vakali:
12 Years of Self-tracking for Promoting Physical Activity from a User Diversity Perspective: Taking Stock & Thinking Ahead. 211-221 - Célina Treuillier, Sylvain Castagnos, Evan Dufraisse, Armelle Brun:
Being Diverse is Not Enough: Rethinking Diversity Evaluation to Meet Challenges of News Recommender Systems. 222-233 - Robin Burke, Nicholas Mattei, Vladislav Grozin, Amy Voida, Nasim Sonboli:
Multi-agent Social Choice for Dynamic Fairness-aware Recommendation. 234-244 - Takuya Yokota, Yuri Nakao:
Toward a decision process of the best machine learning model for multi-stakeholders: a crowdsourcing survey method. 245-254 - Francois Buet-Golfouse, Islam Utyagulov:
Towards Fair Multi-Stakeholder Recommender Systems. 255-265 - Eelco Herder, Stijn Dirks:
User Attitudes Towards Commercial Versus Political Microtargeting. 266-273 - Lien Michiels, Jens Leysen, Annelien Smets, Bart Goethals:
What Are Filter Bubbles Really? A Review of the Conceptual and Empirical Work. 274-279
1st International Workshop on Group Modeling, Adaptation and Personalization (GMAP'22)
- Federica Lucia Vinella, Amra Delic, Francesco Barile, Ioanna Lykourentzou, Judith Masthoff:
GMAP 2022: Workshop on Group Modeling, Adaptation and Personalization. 280-282 - Federica Lucia Vinella, Sanne Koppelaar, Judith Masthoff:
Forming Teams of Learners Online in a User as Wizard Study with Openness, Conscientiousness, and cognitive Ability. 283-292 - Vladimir Araujo, Helem Salinas, Alvaro Labarca, Andrés Villa, Denis Parra:
Hierarchical Transformers for Group-Aware Sequential Recommendation: Application in MOBA Games. 293-301 - Patrik Dokoupil, Ladislav Peska:
Robustness Against Polarity Bias in Decoupled Group Recommendations Evaluation. 302-307 - Hanif Emamgholizadeh, Barbara Bazzanella, Andrea Molinari, Francesco Ricci:
Single User Group Recommendations. 308-313
7th International Workshop on Human Aspects in Adaptive and Personalized Interactive Environments (HAAPIE'22)
- Panagiotis Germanakos, Vania Dimitrova, Ben Steichen, Bruce Ferwerda, Marko Tkalcic:
HAAPIE 2022: 7th International Workshop on Human Aspects in Adaptive and Personalized Interactive Environments. 314-316 - Ifeoma Adaji, Mikhail O. Adisa:
A Review of the Use of Persuasive Technologies to Influence Sustainable Behaviour. 317-325 - Maria Matsangidou, Fotos Frangoudes, Theodoros Solomou, Ersi Papayianni, Constantinos S. Pattichis:
Free of Walls: Participatory Design of an Out-World Experience via Virtual Reality for Dementia In-patients. 326-334 - Nina Ziegenbein, Jason Friedman, Alexandra Moringen:
Monitoring the Learning Progress in Piano Playing with Hidden Markov Models. 335-341 - Ifeanyi Paul Odenigbo, Jaisheen Kour Reen, Chimamaka Eneze, Aniefiok Friday, Rita Orji:
The Journey: An AR Gamified Mobile Application for Promoting Physical Activity in Young Adults. 342-353 - Eelco Herder, Milan Gullit:
Understanding Privacy Decisions of Homeworkers During Video Conferences. 354-358 - Payam Pourashraf, Bamshad Mobasher:
Using user's local context to support local news. 359-365 - Marko Tkalcic, Elham Motamedi, Francesco Barile, Eva Puc, Ursa Mars Bitenc:
Prediction of Hedonic and Eudaimonic Characteristics from User Interactions. 366-370
13th International Workshop on Personalized Access to Cultural Heritage (PATCH 2022)
- Tsvika Kuflik, Noemi Mauro, George E. Raptis, Alan J. Wecker:
13th International Workshop on Personalized Access to Cultural Heritage (PATCH 2022) - Towards Hybrid CH Experience. 371-373 - Andrea Bolioli, Alessio Bosca, Rossana Damiano, Antonio Lieto, Manuel Striani:
A complementary account to emotion extraction and classification in cultural heritage based on the Plutchik's theory. 374-382 - Moayad Mokatren, Tsvi Kuflik, Ilan Shimshoni:
ARIDF: Automatic Representative Image Dataset Finder for Image Based Localization. 383-390 - Rossana Damiano, Tsvi Kuflik, Alan J. Wecker, Manuel Striani, Antonio Lieto, Luis Emilio Bruni, Nele Kadastik, Thomas Anthony Pedersen:
Exploring Values in Museum Artifacts in the SPICE project: a Preliminary Study. 391-396 - Noemi Mauro, Angelo Geninatti Cossatin, Ester Cravero, Liliana Ardissono, Guido Magnano, Marco Giardino, Claudio Mattutino:
A Mobile Guide to Explore Interconnections between Science, Art and Territory. 397-401 - Liliana Ardissono, Gianluca Torta, Pietro Barone, Marino Segnan, Claudio Mattutino:
Integration of Cultural and Natural Heritage Information in Future Mobile Guides. 402-405 - Alessio Ferrato, Carla Limongelli, Mauro Mezzini, Giuseppe Sansonetti:
The META4RS Proposal: Museum Emotion and Tracking Analysis For Recommender Systems. 406-409
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