| 2018 | A Bayesian Point Process Model for User Return Time Prediction in Recommendation Systems. Sherin Thomas, P. K. Srijith, Michal Lukasik |
| 2018 | A Cross-Cultural Analysis of Trust in Recommender Systems. Shlomo Berkovsky, Ronnie Taib, Yoshinori Hijikata, Pavel Braslavski, Bart P. Knijnenburg |
| 2018 | A Dataset for Inferring Contextual Preferences of Users Watching TV. Miklas S. Kristoffersen, Sven Ewan Shepstone, Zheng-Hua Tan |
| 2018 | A Fine-Grained Open Learner Model for an Introductory Programming Course. Jordan Barria-Pineda, Julio Daniel Guerra Hollstein, Peter Brusilovsky |
| 2018 | A Framework for Interaction-driven User Modeling of Mobile News Reading Behaviour. Marios Constantinides, John Dowell |
| 2018 | A Hybrid Recommendation Approach for Open Research Datasets. Anusuriya Devaraju, Shlomo Berkovsky |
| 2018 | Are You Reaching Your Audience?: Exploring Item Exposure over Consumer Segments in Recommender Systems. Jacek Wasilewski, Neil Hurley |
| 2018 | Co-embeddings for Student Modeling in Virtual Learning Environments. Milagro Teruel, Laura Alonso Alemany |
| 2018 | Collaborative Filtering with Behavioral Models. Dusan Sovilj, Scott Sanner, Harold Soh, Hanze Li |
| 2018 | Controlling Spotify Recommendations: Effects of Personal Characteristics on Music Recommender User Interfaces. Martijn Millecamp, Nyi Nyi Htun, Yucheng Jin, Katrien Verbert |
| 2018 | Culture-Aware Music Recommendation. Eva Zangerle, Martin Pichl, Markus Schedl |
| 2018 | Data-Driven Destination Recommender Systems. Linus W. Dietz |
| 2018 | Easy to Please: Separating User Experience from Choice Satisfaction. James Schaffer, John O'Donovan, Tobias Höllerer |
| 2018 | Effects of Individual Traits on Diversity-Aware Music Recommender User Interfaces. Yucheng Jin, Nava Tintarev, Katrien Verbert |
| 2018 | Energy Saving Recommendations and User Location Modeling in Commercial Buildings. Peter Wei, Stephen Xia, Xiaofan Jiang |
| 2018 | Enhancing Session-Based Recommendations through Sequential Modeling. Stéphane Martin, Boi Faltings, Vincent Schickel |
| 2018 | Eudaimonic Modeling of Moviegoers. Marko Tkalcic, Bruce Ferwerda |
| 2018 | Explanations that are Intrinsic to Recommendations. Arpit Rana, Derek Bridge |
| 2018 | Exploring Adaptive Strategies for Providing Learning Activities. Xingliang Chen, Antonija Mitrovic, Moffat Mathews |
| 2018 | Exploring Users' Perception of Rating Summary Statistics. Ludovik Coba, Markus Zanker, Laurens Rook, Panagiotis Symeonidis |
| 2018 | Gaze-Enhanced Student Modeling for Game-based Learning. Andrew Emerson, Robert Sawyer, Roger Azevedo, James C. Lester |
| 2018 | Group Recommender Systems. Amra Delic, Judith Masthoff |
| 2018 | How to Use Social Relationships in Group Recommenders: Empirical Evidence. Amra Delic, Judith Masthoff, Julia Neidhardt, Hannes Werthner |
| 2018 | IDEA: Instant Detection of Eating Action using Wrist-Worn Sensors in Absence of User-Specific Model. Junghyo Lee, Prajwal Paudyal, Ayan Banerjee, Sandeep K. S. Gupta |
| 2018 | Improving Learning & Reducing Time: A Constrained Action-Based Reinforcement Learning Approach. Shitian Shen, Markel Sanz Ausin, Behrooz Mostafavi, Min Chi |
| 2018 | Incorporating Constraints into Matrix Factorization for Clothes Package Recommendation. Agung Toto Wibowo, Advaith Siddharthan, Judith Masthoff, Chenghua Lin |
| 2018 | Integrating Item Based Stereotypes in Recommender Systems. Nourah A. ALRossais |
| 2018 | Intent-aware Item-based Collaborative Filtering for Personalised Diversification. Jacek Wasilewski, Neil Hurley |
| 2018 | Interpreting User Input Intention in Natural Human Computer Interaction. Yuanchun Shi |
| 2018 | Investigating Serial Position Effects in Sequential Group Decision Making. Thi Ngoc Trang Tran, Müslüm Atas, Alexander Felfernig, Ralph Samer, Martin Stettinger |
| 2018 | Investigating the Decision-Making Behavior of Maximizers and Satisficers in the Presence of Recommendations. Michael Jugovac, Ingrid Nunes, Dietmar Jannach |
| 2018 | Kindness is Contagious: Study into Exploring Engagement and Adapting Persuasive Games for Wellbeing. Ana Ciocarlan, Judith Masthoff, Nir Oren |
| 2018 | Lea's Box' Persuadable Open Learner Model: A Case Study in the Field of Speed Reading Training. Michael D. Kickmeier-Rust, Blandine Ginon, Matthew D. Johnson, Ali Türker |
| 2018 | Modeling Learners' Cognitive and Affective States to Scaffold SRL in Open-Ended Learning Environments. Anabil Munshi, Ramkumar Rajendran, Jaclyn Ocumpaugh, Gautam Biswas, Ryan S. Baker, Luc Paquette |
| 2018 | Modeling Learners' Interest with a Domain-IndependentOntology-Based Framewor. DeKita G. Moon |
| 2018 | Modeling Student Persistence in a Learning-By-Teaching Environment. Cristina E. Dumdumaya |
| 2018 | Modeling and Predicting News Consumption on Twitter. Claudia Orellana-Rodriguez, Mark T. Keane |
| 2018 | Multi-Modal Adversarial Autoencoders for Recommendations of Citations and Subject Labels. Lukas Galke, Florian Mai, Iacopo Vagliano, Ansgar Scherp |
| 2018 | Multi-view Visual Bayesian Personalized Ranking from Implicit Feedback. Haihua Luo, Xiaoyan Zhang, Bowei Chen, Guibing Guo |
| 2018 | On Cultural-centered Graphical Passwords: Leveraging on Users' Cultural Experiences for Improving Password Memorability. Argyris Constantinides, Marios Belk, Christos Fidas, George Samaras |
| 2018 | Orient Me!: Important Event Identification in an Enterprise Activity Stream. Naama Zwerdling, Inbal Ronen, Lior Leiba, Maya Barnea |
| 2018 | PACELA: A Neural Framework for User Visitation in Location-based Social Networks. Thanh-Nam Doan, Ee-Peng Lim |
| 2018 | Perceived Persuasive Effect of Behavior Model Design in Fitness Apps. Kiemute Oyibo, Ifeoma Adaji, Rita Orji, Babatunde Olabenjo, Mahsa Azizi, Julita Vassileva |
| 2018 | Personalisation and Privacy Issues in the Age of Exposure. Esma Aïmeur |
| 2018 | Predict Demographic Information Using Word2vec on Spatial Trajectories. Adir Solomon, Ariel Bar, Chen Yanai, Bracha Shapira, Lior Rokach |
| 2018 | Predicting Emotions From Multimodal Users' Data. Ange Tato, Roger Nkambou, Claude Frasson |
| 2018 | Predicting Users' Personality from Instagram Pictures: Using Visual and/or Content Features? Bruce Ferwerda, Marko Tkalcic |
| 2018 | Proceedings of the 26th Conference on User Modeling, Adaptation and Personalization, UMAP 2018, Singapore, July 08-11, 2018 Tanja Mitrovic, Jie Zhang, Li Chen, David Chin |
| 2018 | ReEL: R eview Aware Explanation of Location Recommendation. Ramesh Baral, Xiaolong Zhu, S. S. Iyengar, Tao Li |
| 2018 | Recommendation of Activity Sequences during Distributed Events. Diana Nurbakova |
| 2018 | Regulating Collaborative Learning in SQL-Tutor. Ashish Sharma |
| 2018 | Robots that Listen to People's Hearts: The Role of Emotions in the Communication between Humans and Social Robots. Ana Paiva |
| 2018 | Running Recommendations: Personalisation Opportunities for Health and Fitness. Barry Smyth |
| 2018 | Scaffolding for an OLM for Long-Term Physical Activity Goals. Lie Ming Tang, Judy Kay |
| 2018 | Sequence-aware Recommender Systems. Massimo Quadrana, Paolo Cremonesi, Dietmar Jannach |
| 2018 | Susceptibility to Persuasive Strategies: A Comparative Analysis of Nigerians vs. Canadians. Kiemute Oyibo, Ifeoma Adaji, Rita Orji, Babatunde Olabenjo, Julita Vassileva |
| 2018 | The Effect of Gender and Age on the Factors That Influence Healthy Shopping Habits in E-Commerce. Ifeoma Adaji, Kiemute Oyibo, Julita Vassileva |
| 2018 | Towards Practical Link Prediction Approaches in Signed Social Networks. Xiaoming Li |
| 2018 | Using the Explicit User Profile to Predict User Engagement in Active Video Watching. Alicja Piotrkowicz, Vania Dimitrova, Antonija Mitrovic, Lydia Lau |
| 2018 | Who is Your Best Friend?: Ranking Social Network Friends According to Trust Relationship. Xiaoming Li, Hui Fang, Qing Yang, Jie Zhang |
| 2018 | WikiRec: A Personalized Content Recommendation Framework to Support Informal Learning in Wikis. Heba M. Ismail |