Scafolding for an OLM for long term physical activity goals Lie Ming Tang (The University of Sydney); Judy Kay (The University of Sydney)
Exploring Adaptive Strategies for Providing Learning Activities Xingliang Chen (University of Canterbury); Antonija Mitrovic (Intelligent Computer Tutoring Group, University of Canterbury, Christchurch); Moffat Mathews (Computer Science & Software Engineering, University of Canterbury, Christchurch)
Easy to Please: Separating User Experience from Choice Satisfaction James Schaffer (US Army Research Laboratory); John O'Donovan (University of California Santa Barbara); Tobias Höllerer (University of California Santa Barbara)
Controlling Spotify Recommendations: Effects of Personal Characteristics on Music Recommender User Interfaces Martijn Millecamp (Katholieke Universiteit Leuven); Nyi Nyi Htun (Katholieke Universiteit Leuven); Yucheng Jin (Katholieke Universiteit Leuven); Katrien Verbert (Katholieke Universiteit Leuven)
Predict Demographic Information Using Word2vec on Spatial Trajectories Adir Solomon (Ben-Gurion University of the); Ariel Bar (Ben-Gurion University of the Negev); Chen Yanai (Ben-Gurion University of the Negev); Bracha Shapira (Ben-Gurion University of the Negev); Lior Rokach (Ben Gurion University)
Effects of Individual Traits on Diversity-aware Music Recommender User Interfaces Yucheng Jin (Katholieke Universiteit Leuven); Nava Tintarev (Delft University of Technology); Katrien Verbert (Katholieke Universiteit Leuven)
How to Use Social Relationships in Group Recommenders: Empirical Evidence Amra Delic (Vienna University of Technology); Judith Masthoff (University of Aberdeen); Julia Neidhardt (Vienna University of Technology); Hannes Werthner (Vienna University of Technology)
Co-embeddings for student modeling in virtual learning environments Milagro Teruel (Universidad Nacional de Córdoba); Laura Alonso Alemany (Universidad Nacional de Córdoba)
Incorporating Constraints into Matrix Factorization for Clothes Package Recommendation Agung T Wibowo (University of Aberdeen); Advaith Siddharthan (The Open University); Judith Masthoff (University of Aberdeen); Chenghua Lin (Department of Computing Science, University of Aberdeen)
A Framework for Interaction-driven User Modeling of Mobile News Reading Behaviour Marios Constantinides (University College London); John Dowell (University College London)
Explanations that are Intrinsic to Recommendations Arpit Rana (Insight Centre for Data Analytics, University College Cork); Derek Bridge (Insight Centre for Data Analytics, University College Cork)
PACELA: A Neural Framework for User Visitation in Location-based Social Networks Thanh-Nam Doan (Singapore Management University); Ee-Peng Lim (Singapore Management University)
Improving Learning & Reducing Time: A Constrained Action-Based Reinforcement Learning Approach Shitian Shen (North Carolina State University); Markel Sanz Ausin (North Carolina State University); Behrooz Mostafavi (North Carolina State University); Min Chi (North Carolina State University)
Kindness is Contagious: Study into Exploring Engagement and Adapting Perusasive Games for Wellbeing Ana Ciocarlan (University of Aberdeen); Judith Masthoff (University of Aberdeen); Nir Oren (University of Aberdeen)
Intent-aware Item-based Collaborative Filtering for Personalised Diversification Jacek Wasilewski (Insight Centre for Data Analytics); Neil Hurley (Insight Centre for Data Analytics)
Collaborative Filtering with Behavioral Models Dusan Sovilj (University of Toronto); Harold Soh (National University of Singapore); Scott Sanner (University of Toronto); Hanze Li (University of Toronto)
Multi-Modal Adversarial Autoencoders for Recommendations of Citations and Subject Labels Lukas Galke (Kiel University); Florian Mai (Christian-Albrechts-University Kiel); Iacopo Vagliano (ZBW -- Leibniz Information Centre for Economics); Ansgar Scherp (Kiel University and ZBW -- Leibniz Information Center for Economics, Kiel, Germany)
ReEL: Review aware Explanation of Location Recommendation Ramesh Baral (Florida International University); Tao Li (Florida International University); Sitharama Iyengar (Florida International University)
Gaze-Enhanced Student Modeling for Game-based Learning Andrew Emerson (North Carolina State University); Robert Sawyer (North Carolina State University); Roger Azevedo (North Carolina State University); James Lester (North Carolina State University)
Susceptibility to Persuasive Strategies: A Comparative Analysis of West Africans vs. North Americans Kiemute Oyibo (University of Saskatchewan); Ifeoma Adaji (University of Saskatchewan); Babatunde Olabenjo (University of Saskatchewan); Rita Orji (Dalhousie University); Julita Vassileva (University of Saskatchewan)
Persuasive Effect of Behavior Model Design in Fitness Apps Kiemute Oyibo (University of Saskatchewan); Ifeoma Adaji (University of Saskatchewan); Babatunde Olabenjo (University of Saskatchewan); Rita Orji (Dalhousie University); Mahsa Azizi (University of Saskatchewan); Julita Vassileva (University of Saskatchewan)
Modeling Learners’ Cognitive and Affective States to Scaffold SRL in Open-Ended Learning Environments Anabil Munshi (Vanderbilt University); Ramkumar Rajendran (Vanderbilt University); Jaclyn Ocumpaugh (University of Pennsylvania); Gautam Biswas (Vanderbilt University); Ryan Baker (University of Pennsylvania); Luc Paquette (University of Illinois at Urbana-Champaign)
Exploring the effects of introducing a Rich-OLM in an introductory programming course Jordan Barria-Pineda (University of Pittsburgh); Julio Guerra-Hollstein (Universidad Austral de Chile); Peter Brusilovsky (University of Pittsburgh)
Who is Your Best Friend?: Ranking Social Network Friends According to Trust Relationship Xiaoming Li (Nanyang Technological University); Hui Fang (School of Information Management and Engineering, Shanghai University of Finance and Economics); Qing Yang (University of North Texas); Jie Zhang (Nanyang Technological University)
Energy Saving Recommendations and User Location Modeling in Commercial Buildings Peter Wei (Columbia University); Stephen Xia (Columbia University); Xiaofan Jiang (Columbia University)
Modeling and Predicting News Consumption on Twitter Claudia Orellana-Rodriguez (Insight Centre for Data Analytics); Mark T. Keane (Insight Centre for Data Analytics)
Accepted Short Papers
Are You Reaching Your Audience?: Exploring Item Exposure over Consumer Segments in Recommender Systems Jacek Wasilewski (Insight Centre for Data Analytics); Neil Hurley (Insight Centre for Data Analytics)
Orient Me! - Important event identification in an enterprise activity stream Naama Zwerdling (IBM Haifa Research Lab); Inbal Ronen (IBM Haifa Reserach Lab); Lior Leiba (IBM Research, Haifa); Maya Barnea (IBM)
Predicting Users' Personality from Instagram Pictures: Using Visual and/or Content Features? Bruce Ferwerda (Jönköping University); Marko Tkalcic (Free University of Bozen-Bolzano)
Eudaimonic Modeling of Moviegoers Marko Tkalcic (Free University of Bolzano Faculty of Computer Science); Bruce Ferwerda (Jönköping University)
A Hybrid Recommendation Approach for Open Research Datasets Anusuriya Devaraju (CSIRO); Shlomo Berkovsky (CSIRO)
Cross-cultural trust in recommender systems Shlomo Berkovsky (CSIRO); Ronnie Taib (CSIRO); Yoshinori Hijikata (Kwansei Gakuin University); Pavel Braslavski (Ural Federal University); Bart Knijnenburg (Clemson University)
Investigating the Decision-Making Behavior of Maximizers and Satisficers in the Presence of Recommendations Michael Jugovac (TU Dortmund); Ingrid Nunes (Universidade Federal do Rio Grande do Sul (UFRGS)); Dietmar Jannach (AAU Klagenfurt)
Modelling The Effect of Gender and Age on the Factors Influencing Healthy Shopping Habits In E-Commerce Shoppers Ifeoma Adaji (University of Saskatchewan); Kiemute Oyibo (University of Saskatchewan); Julita Vassileva (University of Saskatchewan)
On Cultural-centered Adaptive Graphical Passwords: Improving Password Memorability based on Users’ Collective Memories Argyris Constantinides (Department of Computer Science, University of Cyprus); Marios Belk (Cognitive UX GmbH); Christos Fidas (Department of Cultural Heritage Management and New Technologies, University of Patras); George Samaras (Department of Computer Science, University of Cyprus)
Investigating Serial Position Effects in Sequential Group Decision Making Thi Ngoc Trang Tran (Institute for Software Technology, Graz University of Technology); Muesluem Atas (Institute for Software Technology, Graz University of Technology); Alexander Felfernig (Institute for Software Technology, Graz University of Technology); Ralph Samer (Institute for Software Technology, Graz University of Technology)
Accepted Extended Abstracts
Exploring Users’ Perception of Rating Summary Statistics Ludovik Coba (Free University of Bozen-Bolzano); Markus Zanker (Free University of Bozen-Bolzano); Laurens Rook (Delft University of Technology); Panagiotis Symeonidis (Free University of Bolzano)
Lea’s Box’ Persuadable Open Learner Model: A Case Study in the Field of Speed Reading Training Michael Kickmeier-Rust (University of Teacher Education); Blandine Ginon (University of Birmingham); Matthew Johnson (University of Birmingham); Ali Türker (Sebit)
Culture-Aware Music Recommendation Eva Zangerle (Databases and Information Systems, Department of Computer Science, University of Innsbruck); Martin Pichl (Databases and Information Systems, Department of Computer Science, University of Innsbruck); Markus Schedl (Johannes Kepler University)
Enhancing Commercial Recommendations through Sequential Modeling Stephane Martin (Ecole Polytechnique Fédérale de Lausanne); Boi Faltings (Ecole Polytechnique Fédérale de Lausanne); Vincent Schickel (Prediggo SA)
A Bayesian Point Process Model for User Return Time Prediction in Recommendation Systems Thomas Sherin (Indian Institute of Technology Hyderabad); P.K. Srijith (Indian Institute of Technology Hyderabad); Michal Lukasik (The University of Sheffield)
A Data-Driven Approach to Predict User Engagement in Active Video Watching Alicja Piotrkowicz (University of Leeds); Vania Dimitrova (University of Leeds); Tanja Mitrovic (University of Canterbury); Lydia Lau (University of Leeds)
A Dataset for Inferring Contextual Preferences of Users Watching TV Miklas S. Kristoffersen (Aalborg University); Sven E. Shepstone (Bang & Olufsen A/S); Zheng-Hua Tan (Aalborg University)
Predicting emotions from multimodal users’ data using a deep learning model Ange Adrienne Nyamen Tato (Université du Québec à Montréal); Roger Nkambou (Université du Québec À Montréal (UQAM)); Claude Frasson (University of Montreal)
IDEA: Instant Detection of Eating Action using Wrist-Worn Sensors in Absence of User-Specific Model Junghyo Lee (Arizona State University); Ayan Banerjee (Arizona State University); Sandeep Gupta (Arizona State University)
Accepted Theory, Opinion and Reflection Papers
Increasing Response Rates to Email Surveys in MOOCs Dan Ding (National University of Singapore); Oleksandra Poquet (National University of Singapore); Joseph Jay Williams (National University of Singapore)
Towards a Conceptual Model for Holistic Recommendations Federica Cena (University of Torino); Amon Rapp (University of Torino); Cataldo Musto (University of Bari Aldo Moro); Pasquale Lops (University of Bari Aldo Moro)
Finding the Sweet Spot: UMAP as a Facilitator of Equilibria in Human-Computer Interactions Panagiotis Germanakos (SAP SE)
Accepted Late-Breaking Results Papers
Study on Motivating Physical Activity in Children with Personalized Gamified Feedback Hanna Schäfer (Technical University of Munich); Joachim Bachner (Technical University of Munich); Sebastian Pretscher (Technical University of Munich); Georg Groh (Technical University of Munich); Yolanda Demetriou (Technical University of Munich)
Privacy Perceiver: Using Social Network Posts to Derive Users' Privacy Frederic Raber (DFKI); Antonio Krueger (DFKI)
Personalized Spatial Support for People with Autism Spectrum Disorder Federica Cena (University of Torino); Amon Rapp (University of Torino); Claudio Mattutino (University of Torino)
Deep Content-based Recommender Systems Exploiting Recurrent Neural Networks and Linked Open Data Cataldo Musto (University of Bari Aldo Moro); Tiziano Franza (University of Bari Aldo Moro); Giovanni Semeraro (University of Bari Aldo Moro); Marco de Gemmis (University of Bari Aldo Moro); Pasquale Lops (University of Bari Aldo Moro)
Generating Consensus Explanations for Group Recommendations Shabnam Najafian (Delft University of Technology); Nava Tintarev (Delft University of Technology)
Photos Don't Have Me, But How Do You Know Me?: Analyzing and Predicting Users on Instagram Kyungsik Han (Ajou University); Yonggeol Jo (Ajou University); Youngseung Jeon (Ajou University); Bogoan Kim (Ajou University); Junho Song (Hanyang University); Sang-Wook Kim (Hanyang University)
Personalized Tourist Package Recommendation using Graph Based Approach Rashmi HTI (Indian Institute of Technology Hyderabad); Maunendra Sankar Desarkar (Indian Institute of Technology Hyderabad)
Predicting Successful Collaboration in a Pair Programming Eye Tracking Experiment Maureen Villamor (Ateneo de Manila University); Ma. Mercedes T. Rodrigo (Ateneo de Manila University)
Targeting Diverse Coding Skills and Personalized Problem Selection in a Mobile Python Tutor Geela Venise Firmalo Fabic (University of Canterbury); Tanja Mitrovic (Intelligent Computer Tutoring Group, University of Canterbury, Christchurch); Kourosh Neshatian (University of Canterbury)
Implicit User Modeling in Multi-participant Chat Anat Hashavit (IBM); Naama Tepper (IBM); Inbal Ronen (IBM Haifa Reserach Lab); Lior Leiba (IBM Research, Haifa); Amir David Nissan Cohen (Technion Haifa)
Identifying Students’ Persistence Profiles in Problem Solving Task Cristina Dumdumaya (University of Southeastern Philippines); Ma. Mercedes T. Rodrigo (Department of Information Systems and Computer Science, Ateneo de Manila University); Michelle Banawan (ateneo de davao university)
Fine-grained adaptation in exploratory search systems using simple user behaviour characteristics Alan Medlar (University of Helsinki); Joel Pyykkö (University of Helsinki); Dorota Glowacka (University of Helsinki)
Towards Intelligent Interfaces for Mixed-Focus Collaboration Anton Sigitov (Bonn-Rhein-Sieg University of Applied Sciences); Oliver Staadt (University of Rostock); André Hinkenjann (Bonn-Rhein-Sieg University of Applied Sciences)
Argumentation-Based Explanations in Recommender Systems: Conceptual Framework and Empirical Results Sidra Naveed (Duisburg-Essen University); Tim Donkers (Duisburg-Essen University); Jürgen Ziegler (Duisburg-Essen University)
"Can I have a Mooc2Go, please?" On The Viability of Mobile vs. Stationary Learning. Yue Zhao (Delft University of Technology); Tarmo Robal (Tallinn University of Technology); Christoph Lofi (Delft University of Technology); Claudia Hauff (Delft University of Technology)
Polarization Effects in Group Decisions Muesluem Atas (Institute of software technology, Graz University of Technology); Stefan Reiterer (Institute of software technology, Graz University of Technology); Alexander Felfernig (Institute of software technology, Graz University of Technology); Thi Ngoc Trang Tran (Institute of software technology, Graz University of Technology)
User-oriented Objective Prioritization for Meta-Featured Multi-Objective Recommender Systems Reinaldo Fortes (UFOP); Anisio Mendes Lacerda (CEFET-MG); Alan Freitas (UFOP); Carlos Bruckner (UFOP); Dayanne Coelho (UFOP); Marcos Goncalves (Federal University of Minas Gerais)
Characterizing Learner Behavior from High Frequency Touchscreen Data Using Recurrent Neural Networks Zach Pardos (University of California, Berkeley); Changran Hu (Tsinghua University); Pengqiu Meng (Wuhan University); Michael Neff (University of California, Davis); Dor Abrahamson (University of California, Berkeley)
Recommending Hotels Using Contextual and External Data Marie Al-Ghossein (Telecom ParisTech); Talel Abdessalem (LTCI, Télécom ParisTech, Université Paris-Saclay, UMI CNRS IPAL NUS); Anthony Barré (AccorHotels)
Personalizing Persuasive Technologies: Do Gender and Age Affect Susceptibility to Persuasive Strategies? Aisha Muhammad Abdullahi (FEDERAL UNIVERSITY DUTSE-NIGERIA); Rita Orji (Dalhousie University); Kiemute Oyibo (University of Saskatchewan)