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The integration of artificial intelligence (AI) into daily life, particularly through information retrieval and recommender systems, has necessitated advanced user modeling and profiling techniques to deliver personalized experiences.
Fake News Detection on Social Media using Geometric Deep Learning, February 2019
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Generating Personalized Recipes from Historical User Preferences, August 2019
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News Recommendation with Candidate-aware User Modeling
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Speech Acts as a Basis for Understanding Dialogue Coherence
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FUM: Fine-grained and Fast User Modeling for News Recommendation
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User Modeling via Stereotypes
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XTRA: a natural-language access system to expert systems
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User Models in Dialog Systems
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Alfred Kobsa · 1990
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An Introduction to the Five-Factor Model and Its Applications
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Giorgio Brajnik and Carlo Tasso · 1994
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The user modeling shell system BGP-MS
Alfred Kobsa and Wolfgang Pohl · 1994
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Heterogeneous learning in the Doppelgänger user modeling system
Jon Orwant · 1994
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TAGUS — A user and learner modeling workbench
Ana Paiva and John Self · 1994
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Using dynamic user models in the recognition of the plans of the user
Liliana Ardissono and Dario Sestero · 1995
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The um toolkit for reusable, long term user models
Judy Kay · 1995
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Learn sesame a learning agent engine
Alper Caglayan, Magnus Snorrason, Jennifer Jacoby, James Mazzu, Robin Jones, and Krishna Kumar · 1997
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GroupLens: applying collaborative filtering to Usenet news
Joseph A. Konstan, Bradley N. Miller, David Maltz, Jonathan L. Herlocker, Lee R. Gordon, and John Riedl · 1997
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LIFESTYLE FINDER: Intelligent User Profiling Using Large-Scale Demographic Data
Bruce Krulwich · 1997
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Enterprise one to one: Tools for competing in the interactive age
Don Peppers and Martha Rogers · 1997
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Internet world guide to one-to-one web marketing
Cliff Allen, Beth Yaeckel, and Deborah Kania · 1998
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Adaptive Hypertext and Hypermedia
Peter Brusilovsky, Alfred Kobsa, and Julita Vassileva, editors · 1998
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Using Decision Trees for Agent Modeling: Improving Prediction Performance
Bark Cheung Chiu and Geoffrey I. Webb · 1998
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Now it’s your web
Robert D Hof, Heather Green, and Linda Himelstein · 1998
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The lumière project: Bayesian user modeling for inferring the goals and needs of software users
Eric Horvitz, Jack Breese, David Heckerman, David Hovel, and Koos Rommelse · 1998
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User Profile Modeling and Applications to Digital Libraries
Giuseppe Amato and Umberto Straccia · 1999
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Ontology-Based Information Behaviour to Improve Web Search
Silvia Calegari and Gabriella Pasi · 1999
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Adaptive hypermedia: from systems to framework
Paul De Bra, Peter Brusilovsky, and Geert-Jan Houben · 1999
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User Modeling in Adaptive Interfaces
Pat Langley · 1999
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A Review and Analysis of Commercial User Modeling Servers for Personalization on the World Wide Web
Josef Fink and Alfred Kobsa · 2000
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Expert-Driven Validation of Rule-Based User Models in Personalization Applications
Gediminas Adomavicius and Alexander Tuzhilin · 2001
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Adaptive Hypermedia
Peter Brusilovsky · 2001
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Generic User Modeling Systems
Alfred Kobsa · 2001
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Personalised hypermedia presentation techniques for improving online customer relationships
Alfred Kobsa, Jürgen Koenemann, and Wolfgang Pohl · 2001
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Dynamic profiling of consumers for customized offerings over the Internet: a model and analysis
T. S. Raghu, P. K. Kannan, H. R. Rao, and A. B. Whinston · 2001
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Predictive Statistical Models for User Modeling
Ingrid Zukerman and David W. Albrecht · 2001
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From adaptive hypermedia to the adaptive web
Peter Brusilovsky and Mark T Maybury · 2002
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Personis: A Server for User Models
Judy Kay, Bob Kummerfeld, and Piers Lauder · 2002
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Exposing profiles to build trust in a recommender
John Zimmerman and Kaushal Kurapati · 2002
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Web mining for web personalization
Magdalini Eirinaki and Michalis Vazirgiannis · 2003
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Privacy through pseudonymity in user-adaptive systems
Alfred Kobsa and Jörg Schreck · 2003
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Building and applying a concept hierarchy representation of a user profile
Nikolaos Nanas, Victoria Uren, and Anne De Roeck · 2003
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Web Usage Mining as a Tool for Personalization: A Survey
Dimitrios Pierrakos, Georgios Paliouras, Christos Papatheodorou, and Constantine D. Spyropoulos · 2003
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A hybrid approach for user profiling
D. Poo, B. Chng, and Jie-Mein Goh · 2003
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Ontology-Based User Modeling for Knowledge Management Systems
Liana Razmerita, Albert Angehrn, and Alexander Maedche · 2003
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Security and Privacy in User Modeling
J. Schreck · 2003
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Inferring user goals from personality and behavior in a causal model of user affect
Xiaoming Zhou and Cristina Conati · 2003
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Personalization and Customization Technologies
Sviatoslav Braynov · 2004
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KnowledgeTree: a distributed architecture for adaptive e-learning
Peter Brusilovsky · 2004
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Adaptive User Modeling for Personalization of Web Contents
Alberto Díaz and Pablo Gervás · 2004
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Implicit user profiling for on demand relevance feedback
Yoshinori Hijikata · 2004
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Group Modeling: Selecting a Sequence of Television Items to Suit a Group of Viewers
Judith Masthoff · 2004
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Ontological user profiling in recommender systems
Stuart E. Middleton, Nigel R. Shadbolt, and David C. De Roure · 2004
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TV Personalization System
John Zimmerman, Kaushal Kauapati, Anna L. Buczak, Dave Schaffer, Srinivas Gutta, and Jacquelyn Martino · 2004
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Overview of the TREC-2005 enterprise track
Nick Craswell, Arjen de Vries, and Ian Soboroff · 2005
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Modeling human behavior in user-adaptive systems: Recent advances using soft computing techniques
E. Frias-Martinez, G. Magoulas, S. Chen, and R. Macredie · 2005
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User profiling in personal information agents: a survey
Daniela Godoy and Analia Amandi · 2005
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Hierarchies in a multidimensional model: From conceptual modeling to logical representation
E. Malinowski and E. Zimányi · 2005
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Ontologically-Enriched Unified User Modeling for Cross-System Personalization
Bhaskar Mehta, Claudia Niederee, Avare Stewart, Marco Degemmis, Pasquale Lops, and Giovanni Semeraro · 2005
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Implicit user modeling for personalized search
Xuehua Shen, Bin Tan, and ChengXiang Zhai · 2005
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Survey of Data Mining Approaches to User Modeling for Adaptive Hypermedia
E. Frias-Martinez, S.Y. Chen, and X. Liu · 2006
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An LDAP-based User Modeling Server and its Evaluation
Alfred Kobsa and Josef Fink · 2006
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Pengyu Zhao, Kecheng Xiao, Yuanxing Zhang, Kaigui Bian, and Wei Yan · 2006
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Bayesian adaptive user profiling with explicit & implicit feedback
Philip Zigoris and Yi Zhang · 2006
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Broad expertise retrieval in sparse data environments
Krisztian Balog, Toine Bogers, Leif Azzopardi, Maarten de Rijke, and Antal van den Bosch · 2007
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The Adaptive Web: Methods and Strategies of Web Personalization
Peter Brusilovski, Alfred Kobsa, and Wolfgang Nejdl · 2007
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User Models for Adaptive Hypermedia and Adaptive Educational Systems
Peter Brusilovsky and Eva Millán · 2007
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Similarity-Based Fuzzy Clustering for User Profiling
Giovanna Castellano, A. Maria Fanelli, Corrado Mencar, and M. Alessandra Torsello · 2007
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User Profiles for Personalized Information Access
Susan Gauch, Mirco Speretta, Aravind Chandramouli, and Alessandro Micarelli · 2007
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Dynamic Adaptation Strategies for Long-Term and Short-Term User Profile to Personalize Search
Lin Li, Zhenglu Yang, Botao Wang, and Masaru Kitsuregawa · 2007
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User Modeling for Recommendation in Blogspace
Kangmiao Liu, Wei Chen, Jiajun Bu, Chun Chen, and Lijun Zhang · 2007
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Data Mining for Web Personalization
Bamshad Mobasher · 2007
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Web search personalization with ontological user profiles
Ahu Sieg, Bamshad Mobasher, and Robin Burke · 2007
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Efficient bayesian hierarchical user modeling for recommendation system
Yi Zhang and Jonathan Koren · 2007
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Mediation of user models for enhanced personalization in recommender systems
Shlomo Berkovsky, Tsvi Kuflik, and Francesco Ricci · 2008
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A Comparative Study of Selected Classification Accuracy in User Profiling
Ayse Cufoglu, Mahi Lohi, and Kambiz Madani · 2008
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Shaping how advertisers see me: user views on implicit and explicit profile capture
Dagmar Kern, Michael Harding, Oliver Storz, Nigel Davis, and Albrecht Schmidt · 2008
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User profiling and virtual agents: a case study on e-commerce services
Giovanni Semeraro, Verner Andersen, Hans H. K. Andersen, Marco de Gemmis, and Pasquale Lops · 2008
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A Large-Scale Hidden Semi-Markov Model for Anomaly Detection on User Browsing Behaviors
Yi Xie and Shun-Zheng Yu · 2008
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Rate it again: increasing recommendation accuracy by user re-rating
Xavier Amatriain, Josep M. Pujol, Nava Tintarev, and Nuria Oliver · 2009
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Characterizing user behavior in online social networks
Fabrício Benevenuto, Tiago Rodrigues, Meeyoung Cha, and Virgílio Almeida · 2009
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A Rule-Based Approach for Developing a Competency-Oriented User Model for E-Learning Systems
Mihaela Brut, Laura Asandului, and Gheorghe Grigoras · 2009
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A Three-Tier Profiling Framework for Adaptive e-Learning
Frederick W. B. Li, Rynson W. H. Lau, and Parthiban Dharmendran · 2009
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What’s on TV tonight? An efficient and effective personalized recommender system of TV programs
Ana Belen Barragans Martinez, Jose J. Pazos Arias, Ana Fernandez Vilas, Jorge Garcia Duque, and Martin Lopez Nores · 2009
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Intelligent User Profiling
Silvia Schiaffino and Analía Amandi · 2009
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Rule-Based Cognitive Modeling for Intelligent Tutoring Systems
Vincent Aleven · 2010
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User modeling and adaptive Semantic Web
Lora Aroyo and Geert-Jan Houben · 2010
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IntrospectiveViews: An Interface for Scrutinizing Semantic User Models
Fedor Bakalov, Birgitta König-Ries, Andreas Nauerz, and Martin Welsch · 2010
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A brief survey on user modelling in HCI
Pradipta Biswas and Peter Robinson · 2010
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Multilingual ontology-based user profile enrichment
Ernesto William De Luca, Till Plumbaum, Jérôme Kunegis, and Sahin Albayrak · 2010
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Personalisation in web computing and informatics: Theories, techniques, applications, and future research
Min Gao, Kecheng Liu, and Zhongfu Wu · 2010
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Towards personality-based user adaptation: psychologically informed stylistic language generation
François Mairesse and Marilyn A. Walker · 2010
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Dynamic user profiling approach for services discovery in mobile environments
Mariam Ouanaim, Hamid Harroud, Aziz Berrado, and Mohammed Boulmalf · 2010
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Research on User Profiling Technology for Personalized Demands
Xu Qi · 2010
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Ontological technologies for user modelling
Sergey Sosnovsky and Darina Dicheva · 2010
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A Combination Approach to Web User Profiling
Jie Tang, Limin Yao, Duo Zhang, and Jing Zhang · 2010
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A Survey on User Modeling in Multi-application Environments
Marco Viviani, Nadia Bennani, and Elod Egyed-Zsigmond · 2010
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Analyzing User Modeling on Twitter for Personalized News Recommendations
Fabian Abel, Qi Gao, Geert-Jan Houben, and Ke Tao · 2011
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Context-Aware Recommender Systems
Gediminas Adomavicius and Alexander Tuzhilin · 2011
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User model interoperability: a survey
Francesca Carmagnola, Federica Cena, and Cristina Gena · 2011
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Bayesian latent variable models for collaborative item rating prediction
Morgan Harvey, Mark J. Carman, Ian Ruthven, and Fabio Crestani · 2011
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Recognition of personality traits from human spoken conversations
Alexei V Ivanov, Giuseppe Riccardi, Adam J Sporka, and Jakub Franc · 2011
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Collaborative user modeling with user-generated tags for social recommender systems
Heung-Nam Kim, Abdulmajeed Alkhaldi, Abdulmotaleb El Saddik, and Geun-Sik Jo · 2011
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Multicriteria User Modeling in Recommender Systems
Kleanthi Lakiotaki, Nikolaos F. Matsatsinis, and Alexis Tsoukias · 2011
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Group Recommender Systems: Combining Individual Models
Judith Masthoff · 2011
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Explicit user profiles in web search personalisation
Mandeep Pannu, Rachid Anane, Michael Odetayo, and Anne James · 2011
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User modeling for the social semantic web
Till Plumbaum, Songxuan Wu, Ernesto William De Luca, and Sahin Albayrak · 2011
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Personalised rating prediction for new users using latent factor models
Yanir Seroussi, Fabian Bohnert, and Ingrid Zukerman · 2011
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Expertise retrieval
Krisztian Balog, Yi Fang, Maarten De Rijke, Pavel Serdyukov, Luo Si, et al · 2012
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Semantic Adaptive Social Web
Federica Cena, Antonina Dattolo, Ernesto William De Luca, Pasquale Lops, Till Plumbaum, and Julita Vassileva · 2012
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User profile Ontology for the Personalization approach
Youssouf Elallioui and Omar El Beqqali · 2012
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I-know my users: user-centric profiling based on the perceptual preference questionnaire (PPQ)
Gudrun Kellner and Marcel Berthold · 2012
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Recommender systems: from algorithms to user experience
Joseph A. Konstan and John Riedl · 2012
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Challenges and Solutions of Ubiquitous User Modeling
Tsvi Kuflik, Judy Kay, and Bob Kummerfeld · 2012
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Emotion Recognition Using KNN Classification for User Modeling and Sharing of Affect States
Imen Tayari Meftah, Nhan Le Thanh, and Chokri Ben Amar · 2012
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A user profile modelling using social annotations: a survey
Manel Mezghani, Corinne Amel Zayani, Ikram Amous, and Faiez Gargouri · 2012
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SERUM: Collecting Semantic User Behavior for Improved News Recommendations
Till Plumbaum, Andreas Lommatzsch, Ernesto William De Luca, and Sahin Albayrak · 2012
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Multi-modal Behavioural Biometric Authentication for Mobile Devices
Hataichanok Saevanee, Nathan L. Clarke, and Steven M. Furnell · 2012
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Classification of web log data to identify interested users using naïve bayesian classification
AK Santra and S Jayasudha · 2012
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Ontological User Profile Modeling for Context-Aware Application Personalization
Kerry-Louise Skillen, Liming Chen, Chris D. Nugent, Mark P. Donnelly, William Burns, and Ivar Solheim · 2012
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Motivating participation in social computing applications: a user modeling perspective
Julita Vassileva · 2012
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Context-Aware Recommender Systems for Learning: A Survey and Future Challenges
Katrien Verbert, Nikos Manouselis, Xavier Ochoa, Martin Wolpers, Hendrik Drachsler, Ivana Bosnic, and Erik Duval · 2012
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ComSoc: adaptive transfer of user behaviors over composite social network
Erheng Zhong, Wei Fan, Junwei Wang, Lei Xiao, and Yong Li · 2012
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The state-of-the-art in personalized recommender systems for social networking
Xujuan Zhou, Yue Xu, Yuefeng Li, Audun Josang, and Clive Cox · 2012
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Association Rule Generation for Student Performance Analysis using Apriori Algorithm
D. Magdalene Delighta Angeline · 2013
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Using Personalization to Improve XML Retrieval
Luis M. De Campos, Juan M. Fernandez-Luna, Juan F. Huete, and Eduardo Vicente-Lopez · 2013
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Personalized video recommendation based on cross-platform user modeling
Zhengyu Deng, Jitao Sang, and Changsheng Xu · 2013
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Why people hate your app: making sense of user feedback in a mobile app store
Bin Fu, Jialiu Lin, Lei Li, Christos Faloutsos, Jason Hong, and Norman Sadeh · 2013
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Improving user profile with personality traits predicted from social media content
Rui Gao, Bibo Hao, Shuotian Bai, Lin Li, Ang Li, and Tingshao Zhu · 2013
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Understanding user behavior in online social networks: a survey
Long Jin, Yang Chen, Tianyi Wang, Pan Hui, and Athanasios V. Vasilakos · 2013
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Personality and its effects on learning performance: Design guidelines for an adaptive e-learning system based on a user model
User profiling via application usage pattern on digital devices for digital forensics
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A Survey on Representation Learning for User Modeling
Sheng Li and Handong Zhao · 2020
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PSTIE: Time Information Enhanced Personalized Search
Zhengyi Ma, Zhicheng Dou, Guanyue Bian, and Ji-Rong Wen · 2020
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Architectures for Autonomy: Towards an Equitable Web of Data in the Age of AI
Sir Nigel Shadbolt · 2020
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Learning social representations with deep autoencoder for recommender system
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Multiple features based approach for automatic fake news detection on social networks using deep learning
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Jieun Kim, Ahreum Lee, and Hokyoung Ryu · 2013
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Movie recommendation in context
Alan Said, Shlomo Berkovsky, and Ernesto W. De Luca · 2013
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A Hybrid Recommender System: User Profiling from Keywords and Ratings
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Connecting users across social media sites: a behavioral-modeling approach
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An Adaptive Method for User Profile Learning
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Five-factor model personality traits as predictors of perceived and actual usage of technology
Tim Barnett, Allison W Pearson, Rodney Pearson, and Franz W Kellermanns · 2014
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Modelling Long Term Goals
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BehavDT: A Behavioral Decision Tree Learning to Build User-Centric Context-Aware Predictive Model
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User Behavior Analytics for Anomaly Detection Using LSTM Autoencoder - Insider Threat Detection
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Task-Based Visual Interactive Modeling: Decision Trees and Rule-Based Classifiers
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When Inverse Propensity Scoring does not Work: Affine Corrections for Unbiased Learning to Rank
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User Modeling with Click Preference and Reading Satisfaction for News Recommendation
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PTUM: Pre-training User Model from Unlabeled User Behaviors via Self-supervision
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A Generalized and Fast-converging Non-negative Latent Factor Model for Predicting User Preferences in Recommender Systems
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Daily electric vehicle charging load profiles considering demographics of vehicle users
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A Classification on Different Aspects of User Modelling in Personalized Web Search
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Spam detection on Twitter using a support vector machine and users’ features by identifying their interactions
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Sparse Feature Factorization for Recommender Systems with Knowledge Graphs
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Contrastive Curriculum Learning for Sequential User Behavior Modeling via Data Augmentation
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Flexibility management of electric vehicles based on user profiles: The Arnhem case study
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CatGCN: Graph Convolutional Networks with Categorical Node Features
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Say No to the Discrimination: Learning Fair Graph Neural Networks with Limited Sensitive Attribute Information
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User Behavior Analysis Based on Stacked Autoencoder and Clustering in Complex Power Grid Environment
Song Deng, Qingyuan Cai, Zi Zhang, and Xindong Wu · 2021
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Profiling users via their reviews: an extended systematic mapping study
Xin Dong, Tong Li, Rui Song, and Zhiming Ding · 2021
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DeepSBD: A Deep Neural Network Model With Attention Mechanism for SocialBot Detection
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Learning to Trust: Understanding Editorial Authority and Trust in Recommender Systems for Education
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Profiling Hate Speech Spreaders on Twitter: Transformers and mixed pooling
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A Review of Content-Based and Context-Based Recommendation Systems
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Soliciting User Preferences in Conversational Recommender Systems via Usage-related Questions
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Understanding Job Seeker Funnel for Search and Discovery Personalization
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Standing in Your Shoes: External Assessments for Personalized Recommender Systems
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Modeling User Search Tasks with a Language-Agnostic Unsupervised Approach
Luis Lugo, Jose G. Moreno, and Gilles Hubert · 2021
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The Model May Fit You: User-Generalized Cross-Modal Retrieval
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One Chatbot Per Person: Creating Personalized Chatbots based on Implicit User Profiles
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Convolutional Neural Network and Data Augmentation for Behavioral-Based Biometric User Identification
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Progression Trajectory-Based Student Modeling for Novice Block-Based Programming
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MyrrorBot: A Digital Assistant Based on Holistic User Models for Personalized Access to Online Services
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Dynamic Modeling of User Preferences for Stable Recommendations
Oluwafemi Olaleke, Ivan Oseledets, and Evgeny Frolov · 2021
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An Ontology-based Knowledgebase for User Profile and Garment Features in Apparel Recommender Systems
Bolanle Olufisayo Dahunsi · 2021
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Robust Generalization and Safe Query-Specializationin Counterfactual Learning to Rank
Harrie Oosterhuis and Maarten de de Rijke · 2021
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Trilateral Spatiotemporal Attention Network for User Behavior Modeling in Location-based Search
Yi Qi, Ke Hu, Bo Zhang, Jia Cheng, and Jun Lei · 2021
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Learning Implicit User Profile for Personalized Retrieval-Based Chatbot
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Predicting User Demography and Device from News Comments
Ohad Rozen, Joel Oren, and Ariel Raviv · 2021
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Model for Profiling Users With Disabilities on e-Learning Platforms
Sandra Sanchez-Gordon, Carmen Aguilar-Mayanquer, and Tania Calle-Jimenez · 2021
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Yuval Shahar · 2021
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User Profiling based on Nonlinguistic Audio Data
Jiaxing Shen, Oren Lederman, Jiannong Cao, Shaojie Tang, and Alex ‘Sandy’ Pentland · 2021
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Optimized recommendations by user profiling using apriori algorithm
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A Rule-Based Recommendation Approach for Business Process Modeling
Diana Sola, Christian Meilicke, Han van der Aa, and Heiner Stuckenschmidt · 2021
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Attention-based dynamic user modeling and Deep Collaborative filtering recommendation
Ruiqin Wang, Zongda Wu, Jungang Lou, and Yunliang Jiang · 2021
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Hierarchical User Intent Graph Network for Multimedia Recommendation
Yinwei Wei, Xiang Wang, Xiangnan He, Liqiang Nie, Yong Rui, and Tat-Seng Chua · 2021
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Hierarchically Modeling Micro and Macro Behaviors via Multi-Task Learning for Conversion Rate Prediction
Hong Wen, Jing Zhang, Fuyu Lv, Wentian Bao, Tianyi Wang, and Zulong Chen · 2021
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User-as-Graph: User Modeling with Heterogeneous Graph Pooling for News Recommendation
Chuhan Wu, Fangzhao Wu, Yongfeng Huang, and Xing Xie · 2021
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Hierarchical Personalized Federated Learning for User Modeling
Jinze Wu, Qi Liu, Zhenya Huang, Yuting Ning, Hao Wang, Enhong Chen, Jinfeng Yi, and Bowen Zhou · 2021
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EX3: Explainable Attribute-aware Item-set Recommendations
Yikun Xian, Tong Zhao, Jin Li, Jim Chan, Andrey Kan, Jun Ma, Xin Luna Dong, Christos Faloutsos, George Karypis, S. Muthukrishnan, and Yongfeng Zhang · 2021
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Relation-aware Heterogeneous Graph for User Profiling
Qilong Yan, Yufeng Zhang, Qiang Liu, Shu Wu, and Liang Wang · 2021
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Local Factor Models for Large-Scale Inductive Recommendation
Longqi Yang, Tobias Schnabel, Paul N. Bennett, and Susan Dumais · 2021
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Personalisation in Cyber-Physical-Social Systems: A Multi-stakeholder aware Recommendation and Guidance
Bereket Abera Yilma, Yannick Naudet, and Hervé Panetto · 2021
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One Person, One Model, One World: Learning Continual User Representation without Forgetting
Fajie Yuan, Guoxiao Zhang, Alexandros Karatzoglou, Joemon Jose, Beibei Kong, and Yudong Li · 2021
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How Human Centered AI Will Contribute Towards Intelligent Gaming Systems
Yilei Zeng · 2021
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Learning User Preferences Without Feedbacks
Wei Zhang and Chris Challis · 2021
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Contrastive Learning of User Behavior Sequence for Context-Aware Document Ranking
Yutao Zhu, Jian-Yun Nie, Zhicheng Dou, Zhengyi Ma, Xinyu Zhang, Pan Du, Xiaochen Zuo, and Hao Jiang · 2021
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Modeling User Behavior With Interaction Networks for Spam Detection
Prabhat Agarwal, Manisha Srivastava, Vishwakarma Singh, and Charles Rosenberg · 2022
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Graph-based modeling using association rule mining to detect influential users in social networks
Tarik Agouti · 2022
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Preventing profiling for ethical fake news detection
Liesbeth Allein, Marie-Francine Moens, and Domenico Perrotta · 2022
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BRUCE: Bundle Recommendation Using Contextualized item Embeddings
Tzoof Avny Brosh, Amit Livne, Oren Sar Shalom, Bracha Shapira, and Mark Last · 2022
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A Framework for Personalizing Atypical Web Search Sessions with Concept-Based User Profiles Using Selective Machine Learning Techniques
Pradeep Bedi, S. B. Goyal, Anand Singh Rajawat, Rabindra Nath Shaw, and Ankush Ghosh · 2022
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Deep Learning for Visual-Features Extraction Based Personalized User Modeling
Aymen Ben Hassen, Sonia Ben Ticha, and Anja Habacha Chaibi · 2022
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Sampling Is All You Need on Modeling Long-Term User Behaviors for CTR Prediction
Yue Cao, Xiaojiang Zhou, Jiaqi Feng, Peihao Huang, Yao Xiao, Dayao Chen, and Sheng Chen · 2022
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Incorporating Personality Traits in User Modeling for EUD
Federica Cena, Cristina Gena, Claudio Mattutino, Michele Mioli, Barbara Treccani, Fabiana Vernero, and Massimo Zancanaro · 2022
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Mitigating Biases in Student Performance Prediction via Attention-Based Personalized Federated Learning
Yun-Wei Chu, Seyyedali Hosseinalipour, Elizabeth Tenorio, Laura Cruz, Kerrie Douglas, Andrew Lan, and Christopher Brinton · 2022
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Towards Psychologically-Grounded Dynamic Preference Models
Mihaela Curmei, Andreas A. Haupt, Benjamin Recht, and Dylan Hadfield-Menell · 2022
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Who do you think I am? Interactive User Modelling with Item Metadata
Joey De Pauw, Koen Ruymbeek, and Bart Goethals · 2022
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Modeling Users’ Contextualized Page-wise Feedback for Click-Through Rate Prediction in E-commerce Search
Zhifang Fan, Dan Ou, Yulong Gu, Bairan Fu, Xiang Li, Wentian Bao, Xin-Yu Dai, Xiaoyi Zeng, Tao Zhuang, and Qingwen Liu · 2022
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Variational User Modeling with Slow and Fast Features
Ghazal Fazelnia, Eric Simon, Ian Anderson, Benjamin Carterette, and Mounia Lalmas · 2022
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Learning Users’ Preferred Visual Styles in an Image Marketplace
Raul Gomez Bruballa, Lauren Burnham-King, and Alessandra Sala · 2022
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Personalized Fashion Compatibility Modeling via Metapath-guided Heterogeneous Graph Learning
Weili Guan, Fangkai Jiao, Xuemeng Song, Haokun Wen, Chung-Hsing Yeh, and Xiaojun Chang · 2022
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Explaining User Models with Different Levels of Detail for Transparent Recommendation: A User Study
Mouadh Guesmi, Mohamed Amine Chatti, Laura Vorgerd, Thao Ngo, Shoeb Joarder, Qurat Ul Ain, and Arham Muslim · 2022
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Student Profile Modeling Using Boosting Algorithms
Touria Hamim, Faouzia Benabbou, and Nawal Sael · 2022
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Multi-Aggregator Time-Warping Heterogeneous Graph Neural Network for Personalized Micro-Video Recommendation
Jinkun Han, Wei Li, Zhipeng Cai, and Yingshu Li · 2022
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Cross-Modal Repair: Gaze and Speech Interaction for List Advancement
Razan Jaber and Donald McMillan · 2022
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A Novel RNN Model with Enhanced Behavior Semantic for Network User Profile
Ming Li, Xingwang Han, Hua Sheng, Lin Ma, Hanzhang Kong, Weite Liu, and Bo Mao · 2022
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Personalized Federated Recommendation via Joint Representation Learning, User Clustering, and Model Adaptation
Sichun Luo, Yuanzhang Xiao, and Linqi Song · 2022
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Interpretable Knowledge Tracing: Simple and Efficient Student Modeling with Causal Relations
Sein Minn, Jill-Jênn Vie, Koh Takeuchi, Hisashi Kashima, and Feida Zhu · 2022
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University Recommender System based on Student Profile using Feature Weighted Algorithm and KNN
P Nagaraj, K Saiteja, K Kalyan Ram, K Mani Kanta, S Krishna Aditya, and Muneeswaran V · 2022
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Item feature refinement using matrix factorization and boosted learning based user profile generation for content-based recommender systems
Abinash Pujahari and Dilip Singh Sisodia · 2022
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Do Graph Neural Networks Build Fair User Models? Assessing Disparate Impact and Mistreatment in Behavioural User Profiling
Erasmo Purificato, Ludovico Boratto, and Ernesto William De Luca · 2022
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FwSeqBlock: A Field-wise Approach for Modeling Behavior Representation in Sequential Recommendation
Hao Qian, Qintong Wu, MingHao Li, Zhengwei Wu, Zhiqiang Zhang, Jun Zhou, Lihong Gu, and Jinjie Gu · 2022
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Transferring recommendations through privacy user models across domains
Frederic Raber and Antonio Krüger · 2022
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Human-centered AI
Ben Shneiderman · 2022
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Web User Profile Generation and Discovery Analysis using LSTM Architecture
K Sudhakar, Boussaadi Smail, Tatireddy Subba Reddy, S Shitharth, Diwakar Ramanuj Tripathi, and Mochammad Fahlevi · 2022
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User Modeling and Profiling in Information Systems: A Bibliometric Study and Future Research Directions
Dieudonne Tchuente · 2022
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A cross-modal UX design pedagogy for industrial design
Lucas Temor, Zainab Husain, and Peter Coppin · 2022
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User models for recommendation systems
Maritzol Tenemaza · 2022
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Improving Designer Learning in Design Space Exploration by Adapting to the Designer’s Learning Goals
Antoni Virós-i Martin and Daniel Selva · 2022
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Modeling Spatio-temporal Neighbourhood for Personalized Point-of-interest Recommendation
Xiaolin Wang, Guohao Sun, Xiu Fang, Jian Yang, and Shoujin Wang · 2022
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UserBERT: Pre-training User Model with Contrastive Self-supervision
Chuhan Wu, Fangzhao Wu, Tao Qi, and Yongfeng Huang · 2022
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Rethinking Personalized Ranking at Pinterest: An End-to-End Approach
Jiajing Xu, Andrew Zhai, and Charles Rosenberg · 2022
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Factorial User Modeling with Hierarchical Graph Neural Network for Enhanced Sequential Recommendation
Lyuxin Xue, Deqing Yang, and Yanghua Xiao · 2022
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Interaction-aware Hypergraph Neural Networks for User Profiling
Shaojie Yan, Tao Zhao, and Jinsheng Deng · 2022
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Modeling Two-Way Selection Preference for Person-Job Fit
Chen Yang, Yupeng Hou, Yang Song, Tao Zhang, Ji-Rong Wen, and Wayne Xin Zhao · 2022
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Evaluating Simulated User Interaction and Search Behaviour
Saber Zerhoudi, Michael Granitzer, Christin Seifert, and Joerg Schloetterer · 2022
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Leaving No One Behind: A Multi-Scenario Multi-Task Meta Learning Approach for Advertiser Modeling
Qianqian Zhang, Xinru Liao, Quan Liu, Jian Xu, and Bo Zheng · 2022
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Co-learning Graph Convolution Network for Mobile User Profiling
Hongyu Zhao, Jiazhi Xie, and Hongbin Wang · 2022
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CBR: Context Bias aware Recommendation for Debiasing User Modeling and Click Prediction
Zhi Zheng, Zhaopeng Qiu, Tong Xu, Xian Wu, Xiangyu Zhao, Enhong Chen, and Hui Xiong · 2022
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FairUP: A Framework for Fairness Analysis of Graph Neural Network-Based User Profiling Models
Mohamed Abdelrazek, Erasmo Purificato, Ludovico Boratto, and Ernesto William De Luca · 2023
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A Personalized Neighborhood-based Model for Within-basket Recommendation in Grocery Shopping
Mozhdeh Ariannezhad, Ming Li, Sebastian Schelter, and Maarten De Rijke · 2023
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User Simulation for Evaluating Information Access Systems
Krisztian Balog and ChengXiang Zhai · 2023
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A System for Human-AI collaboration for Online Customer Support, February 2023
Debayan Banerjee, Mathis Poser, Christina Wiethof, Varun Shankar Subramanian, Richard Paucar, Eva A. C. Bittner, and Chris Biemann · 2023
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Multi-Behavior Recommendation with Cascading Graph Convolution Networks
Zhiyong Cheng, Sai Han, Fan Liu, Lei Zhu, Zan Gao, and Yuxin Peng · 2023
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Dynamic Multi-Behavior Sequence Modeling for Next Item Recommendation
Junsu Cho, Dongmin Hyun, Dong won Lim, Hyeon jae Cheon, Hyoung-iel Park, and Hwanjo Yu · 2023
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Interpretable User Retention Modeling in Recommendation
Rui Ding, Ruobing Xie, Xiaobo Hao, Xiaochun Yang, Kaikai Ge, Xu Zhang, Jie Zhou, and Leyu Lin · 2023
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The rise of user profiling in social media: review, challenges and future direction
Justin Gilbert, Suraya Hamid, Ibrahim Abaker Targio Hashem, Norjihan Abdul Ghani, and Fatokun Faith Boluwatife · 2023
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A Survey on User Behavior Modeling in Recommender Systems, February 2023
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Modeling, simulation, and trade-off analysis for multirobot, multioperator surveillance
James Humann, TaLena Fletcher, and John Gerdes · 2023
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Differentiable user models
Alex Hämäläinen, Mustafa Mert Çelikok, and Samuel Kaski · 2023
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Amortised Experimental Design and Parameter Estimation for User Models of Pointing
Antti Keurulainen, Isak Rafael Westerlund, Oskar Keurulainen, and Andrew Howes · 2023
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Task Relation-aware Continual User Representation Learning
Sein Kim, Namkyeong Lee, Donghyun Kim, Minchul Yang, and Chanyoung Park · 2023
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GNN-based long and short term preference modeling for next-location prediction
Jinbo Liu, Yunliang Chen, Xiaohui Huang, Jianxin Li, and Geyong Min · 2023
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A Systematic Review of User Mental Models on Applications Sustainability
Nur Hasni Nasrudin, Samsiah Ahmad, Khairulliza Ahmad Salleh, and Lily Adina Azahari · 2023
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Learning Logical Reasoning Using an Intelligent Tutoring System: A Hybrid Approach to Student Modeling
Roger Nkambou, Janie Brisson, Ange Tato, and Serge Robert · 2023
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What Are We Missing in Algorithmic Fairness? Discussing Open Challenges for Fairness Analysis in User Profiling with Graph Neural Networks
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Ex2Vec: Characterizing Users and Items from the Mere Exposure Effect
Bruno Sguerra, Viet-Anh Tran, and Romain Hennequin · 2023
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Zhaoxuan Tan and Meng Jiang · 2023
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Improving News Recommendation with Channel-Wise Dynamic Representations and Contrastive User Modeling
Jingkun Wang, Yongtao Jiang, Haochen Li, and Wen Zhao · 2023
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Knowledge Enhancement for Contrastive Multi-Behavior Recommendation
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Going Beyond Local: Global Graph-Enhanced Personalized News Recommendations
Boming Yang, Dairui Liu, Toyotaro Suzumura, Ruihai Dong, and Irene Li · 2023
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Equivariant Contrastive Learning for Sequential Recommendation
Peilin Zhou, Jingqi Gao, Yueqi Xie, Qichen Ye, Yining Hua, Jaeboum Kim, Shoujin Wang, and Sunghun Kim · 2023
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Modeling needs user modeling
Mustafa Mert Çelikok, Pierre-Alexandre Murena, and Samuel Kaski · 2023
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Cognitive User Modeling for Adaptivity in Serious Games
Alexander Streicher and Kolja Bauer · 2024
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Monitoring and Recognizing Enterprise Public Opinion from High-Risk Users Based on User Portrait and Random Forest Algorithm
Tinggui Chen, Xiaohua Yin, Lijuan Peng, Jingtao Rong, Jianjun Yang, and Guodong Cong · 2075
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User Identity Linkage Across Social Networks by Heterogeneous Graph Attention Network Modeling
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