Li Chen
Orcid: 0000-0001-6260-3171Affiliations:
- Hong Kong Baptist University, Department of Computer Science, Hong Kong
- Swiss Federal Institute of Technology, Lausanne, Switzerland (former)
According to our database1,
Li Chen
authored at least 143 papers
between 2005 and 2024.
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Bibliography
2024
<i>CRS-Que</i>: A User-centric Evaluation Framework for Conversational Recommender Systems.
Trans. Recomm. Syst., March, 2024
The way you assess matters: User interaction design of survey chatbots for mental health.
Int. J. Hum. Comput. Stud., 2024
Proceedings of the 18th ACM Conference on Recommender Systems, 2024
Unleashing the Retrieval Potential of Large Language Models in Conversational Recommender Systems.
Proceedings of the 18th ACM Conference on Recommender Systems, 2024
EARL: Workshop on Evaluating and Applying Recommendation Systems with Large Language Models.
Proceedings of the 18th ACM Conference on Recommender Systems, 2024
Large Language Models for Generative Recommendation: A Survey and Visionary Discussions.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024
Exploring the Design of Generative AI in Supporting Music-based Reminiscence for Older Adults.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
ACM Trans. Inf. Syst., October, 2023
On the Relationship between Explanation and Recommendation: Learning to Rank Explanations for Improved Performance.
ACM Trans. Intell. Syst. Technol., April, 2023
Understanding Disclosure and Support for Youth Mental Health in Social Music Communities.
Proc. ACM Hum. Comput. Interact., April, 2023
User Model. User Adapt. Interact., March, 2023
Trans. Recomm. Syst., March, 2023
The Influence of Personality Traits on User Interaction with Recommendation Interfaces.
ACM Trans. Interact. Intell. Syst., March, 2023
Comparing button-based chatbots with webpages for presenting fact-checking results: A case study of health information.
Inf. Process. Manag., 2023
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023
Proceedings of the 17th ACM Conference on Recommender Systems, 2023
Proceedings of the 17th ACM Conference on Recommender Systems, 2023
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023
"Listen to Music, Listen to Yourself": Design of a Conversational Agent to Support Self-Awareness While Listening to Music.
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023
2022
Proceedings of the Recommender Systems Handbook, 2022
IEEE Trans. Hum. Mach. Syst., 2022
J. Intell. Inf. Syst., 2022
Effects of Feature-Based Explanation and Its Output Modality on User Satisfaction With Service Recommender Systems.
Frontiers Big Data, 2022
Proceedings of the Web Information Systems Engineering - WISE 2022, 2022
Proceedings of the IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, 2022
Proceedings of the UMAP '22: 30th ACM Conference on User Modeling, Adaptation and Personalization, Barcelona, Spain, July 4, 2022
Global and Personalized Graphs for Heterogeneous Sequential Recommendation by Learning Behavior Transitions and User Intentions.
Proceedings of the RecSys '22: Sixteenth ACM Conference on Recommender Systems, Seattle, WA, USA, September 18, 2022
A Pilot Study for Understanding Users' Attitudes Towards a Conversational Agent for News Recommendation.
Proceedings of the CUI 2022: 4th Conference on Conversational User Interfaces, Glasgow, United Kingdom, July 26, 2022
Impacts of Personal Characteristics on User Trust in Conversational Recommender Systems.
Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022
2021
CAESAR: context-aware explanation based on supervised attention for service recommendations.
J. Intell. Inf. Syst., 2021
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021
Proceedings of the RecSys '21: Fifteenth ACM Conference on Recommender Systems, Amsterdam, The Netherlands, 27 September 2021, 2021
Proceedings of the IVA '21: ACM International Conference on Intelligent Virtual Agents, 2021
Proceedings of the IUI '21: 26th International Conference on Intelligent User Interfaces, 2021
Proceedings of the HAI '21: International Conference on Human-Agent Interaction, Virtual Event, Japan, November 9, 2021
BU-Trace: A Permissionless Mobile System for Privacy-Preserving Intelligent Contact Tracing.
Proceedings of the Database Systems for Advanced Applications. DASFAA 2021 International Workshops, 2021
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021
2020
Towards Controllable Explanation Generation for Recommender Systems via Neural Template.
Proceedings of the Companion of The 2020 Web Conference 2020, 2020
The Impacts of Item Features and User Characteristics on Users' Perceived Serendipity of Recommendations.
Proceedings of the 28th ACM Conference on User Modeling, Adaptation and Personalization, 2020
Proceedings of the Adjunct Publication of the 28th ACM Conference on User Modeling, 2020
Predicting User Intents and Satisfaction with Dialogue-based Conversational Recommendations.
Proceedings of the 28th ACM Conference on User Modeling, Adaptation and Personalization, 2020
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020
2019
ACM Trans. Interact. Intell. Syst., 2019
Personalized recommendation with implicit feedback via learning pairwise preferences over item-sets.
Knowl. Inf. Syst., 2019
Neurocomputing, 2019
Int. J. Hum. Comput. Stud., 2019
Inferring Students' Personality from Their Communication Behavior in Web-based Learning Systems.
Int. J. Artif. Intell. Educ., 2019
How Serendipity Improves User Satisfaction with Recommendations? A Large-Scale User Evaluation.
Proceedings of the World Wide Web Conference, 2019
Proceedings of ACM RecSys 2019 Late-Breaking Results co-located with the 13th ACM Conference on Recommender Systems, 2019
Proceedings of the 35th IEEE International Conference on Data Engineering Workshops, 2019
MusicBot: Evaluating Critiquing-Based Music Recommenders with Conversational Interaction.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019
2018
User Model. User Adapt. Interact., 2018
ACM UMAP 2018 - User Modeling, Adaptation and Personalization: 8-11 July, 2018 at NTU, Singapore.
SIGWEB Newsl., 2018
Incorporating user experience into critiquing-based recommender systems: a collaborative approach based on compound critiquing.
Int. J. Mach. Learn. Cybern., 2018
Knowl. Inf. Syst., 2018
RLT: Residual-Loop Training in Collaborative Filtering for Combining Factorization and Global-Local Neighborhood.
Proceedings of the Web Services - ICWS 2018, 2018
2017
Proceedings of the Emotions and Personality in Personalized Services, 2017
AI Commun., 2017
Inferring Students' Sense of Community from Their Communication Behavior in Online Courses.
Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization, 2017
Proceedings of the 22nd International Conference on Intelligent User Interfaces, 2017
Review-Based Screening Interface for Improving Users' Decision Process in E-commerce.
Proceedings of the HCI in Business, Government and Organizations. Supporting Business, 2017
2016
Incorporating sentiment into tag-based user profiles and resource profiles for personalized search in folksonomy.
Inf. Process. Manag., 2016
Neurocomputing, 2016
Group Bayesian personalized ranking with rich interactions for one-class collaborative filtering.
Neurocomputing, 2016
Proceedings of the Late-breaking Results, 2016
An Eye-Tracking Study: Implication to Implicit Critiquing Feedback Elicitation in Recommender Systems.
Proceedings of the 2016 Conference on User Modeling Adaptation and Personalization, 2016
Proceedings of the Case-Based Reasoning Research and Development, 2016
A Nonlinear State Space Model for Identifying At-Risk Students in Open Online Courses.
Proceedings of the 9th International Conference on Educational Data Mining, 2016
Where to Place Your Next Restaurant?: Optimal Restaurant Placement via Leveraging User-Generated Reviews.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016
2015
Proceedings of the Recommender Systems Handbook, 2015
Proceedings of the Recommender Systems Handbook, 2015
Web Intell., 2015
User Model. User Adapt. Interact., 2015
Augmenting service recommender systems by incorporating contextual opinions from user reviews.
User Model. User Adapt. Interact., 2015
Emotional States Associated with Music: Classification, Prediction of Changes, and Consideration in Recommendation.
ACM Trans. Interact. Intell. Syst., 2015
Proceedings of the User Modeling, Adaptation and Personalization, 2015
Proceedings of the 3rd Workshop on Emotions and Personality in Personalized Systems, 2015
Proceedings of the HCI in Business - Second International Conference, 2015
2014
Behav. Inf. Technol., 2014
Proceedings of the 23rd International World Wide Web Conference, 2014
Proceedings of the User Modeling, Adaptation, and Personalization, 2014
Proceedings of the User Modeling, Adaptation, and Personalization, 2014
Recovering Human Mobility Flow Models and Daily Routine Patterns in a Smart Environment.
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014
2013
ACM Trans. Intell. Syst. Technol., 2013
ACM Trans. Intell. Syst. Technol., 2013
ACM Trans. Interact. Intell. Syst., 2013
Knowl. Based Syst., 2013
A unified framework for recommending items, groups and friends in social media environment via mutual resource fusion.
Expert Syst. Appl., 2013
Recommendation for New Users with Partial Preferences by Integrating Product Reviews with Static Specifications.
Proceedings of the User Modeling, Adaptation, and Personalization, 2013
Proceedings of the 13th SIAM International Conference on Data Mining, 2013
Heterogeneous data fusion via matrix factorization for augmenting item, group and friend recommendations.
Proceedings of the 28th Annual ACM Symposium on Applied Computing, 2013
Proceedings of the Seventh ACM Conference on Recommender Systems, 2013
GBPR: Group Preference Based Bayesian Personalized Ranking for One-Class Collaborative Filtering.
Proceedings of the IJCAI 2013, 2013
Recommending Interest Groups to Social Media Users by Incorporating Heterogeneous Resources.
Proceedings of the Recent Trends in Applied Artificial Intelligence, 2013
Proceedings of the 24th ACM Conference on Hypertext and Social Media (part of ECRC), 2013
Proceedings of the 2013 ACM SIGCHI Conference on Human Factors in Computing Systems, 2013
2012
Augmenting Collaborative Recommenders by Fusing Social Relationships: Membership and Friendship.
Proceedings of the Recommender Systems for the Social Web, 2012
Evaluating recommender systems from the user's perspective: survey of the state of the art.
User Model. User Adapt. Interact., 2012
User Model. User Adapt. Interact., 2012
Expert Syst. Appl., 2012
Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Web Intelligence, 2012
2011
Proceedings of the Recommender Systems Handbook, 2011
Social opinion mining for supporting buyers' complex decision making: exploratory user study and algorithm comparison.
Soc. Netw. Anal. Min., 2011
Proceedings of the 2011 IEEE/WIC/ACM International Conference on Web Intelligence, 2011
From Privacy Concern to Uses of Social Network Sites: A Cultural Comparison via User Survey.
Proceedings of the PASSAT/SocialCom 2011, Privacy, 2011
Factorization vs. regularization: fusing heterogeneous social relationships in top-n recommendation.
Proceedings of the 2011 ACM Conference on Recommender Systems, 2011
Proceedings of the 2011 ACM Conference on Recommender Systems, 2011
Proceedings of the 2011 ACM Conference on Recommender Systems, 2011
Proceedings of the 16th International Conference on Intelligent User Interfaces, 2011
Privacy Concern and Trust in Using Social Network Sites: A Comparison between French and Chinese Users.
Proceedings of the Human-Computer Interaction - INTERACT 2011, 2011
2010
ACM Trans. Comput. Hum. Interact., 2010
Proceedings of the Web Information Systems Engineering - WISE 2010, 2010
Towards Three-Stage Recommender Support for Online Consumers: Implications from a User Study.
Proceedings of the Web Information Systems Engineering - WISE 2010, 2010
Proceedings of the User Modeling, 2010
Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010
Proceedings of the 15th International Conference on Intelligent User Interfaces, 2010
Social influence of product popularity on consumer decisions: usability study of Flickr camera finder.
Proceedings of the 15th International Conference on Intelligent User Interfaces, 2010
A diary study of understanding contextual information needs during leisure traveling.
Proceedings of the Information Interaction in Context Symposium, 2010
Augmenting Chinese Online Video Recommendations by Using Virtual Ratings Predicted by Review Sentiment Classification.
Proceedings of the ICDMW 2010, 2010
Proceedings of the 12th International Conference on Electronic Commerce, 2010
2009
User Model. User Adapt. Interact., 2009
Proceedings of the User Modeling, 2009
Proceedings of the 2009 ACM Conference on Recommender Systems, 2009
Proceedings of the 2009 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2009
2008
PhD thesis, 2008
Electron. Commer. Res., 2008
AI Mag., 2008
Proceedings of the 2008 ACM Conference on Recommender Systems, 2008
2007
Knowl. Based Syst., 2007
Preference-Based Organization Interfaces: Aiding User Critiques in Recommender Systems.
Proceedings of the User Modeling 2007, 11th International Conference, 2007
The evaluation of a hybrid critiquing system with preference-based recommendations organization.
Proceedings of the 2007 ACM Conference on Recommender Systems, 2007
Proceedings of the 12th International Conference on Intelligent User Interfaces, 2007
2006
Proceedings of the 11th International Conference on Intelligent User Interfaces, 2006
2005
Proceedings of the Proceedings 6th ACM Conference on Electronic Commerce (EC-2005), 2005