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ORCIDLi Chen 0009
Person information
- affiliation: Hong Kong Baptist University, Department of Computer Science, Hong Kong
- affiliation (former): Swiss Federal Institute of Technology, Lausanne, Switzerland
Other persons with the same name
- Li Chen — disambiguation page
- Li Chen 0001
![[0000-0002-3769-1488]](https://dblp1.uni-trier.de/img/orcid-mark.12x12.png "0000-0002-3769-1488")
— University of Saskatchewan, Saskatoon, Canada - Li Chen 0002 — University of the District of Columbia, Washington, USA (and 1 more)
- Li Chen 0003 — Shantou University, Guangdong, China (and 1 more)
- Li Chen 0004 — Microsoft Corporation, Red Hills, Washington, USA (and 1 more)
- Li Chen 0005 — Anhui Normal University, Wuhu, China
- Li Chen 0006 — University of Mannheim, Germany
- Li Chen 0007 — Xiamen University, China
- Li Chen 0008 — Zhongguancun Laboratory, Beijing, China (and 1 more)
- Li Chen 0010 — Hong Kong University of Science and Technology, Department of Mechanical and Aerospace Engineering, Hong Kong
- Li Chen 0011 — Wuhan University of Science and Technology, School of Computer Science and Technology, China (and 1 more)
- Li Chen 0012 — PLA University of Science & Technology, Institute of Command Automation, Nanjing, China
- Li Chen 0013 — Sun Yat-sen University, Guangzhou, China (and 1 more)
- Li Chen 0014 — Wenzhou Medical University, Department of Psychology, School of Environmental Science and Public Health, China
- Li Chen 0015 — University of Science and Technology of China, Department of Electronic Engineering and Information Science, Hefei, China
- Li Chen 0016 — Worcester Polytechnic Institute, Department of Computer Science, MA, USA
- Li Chen 0017 — Fujitsu R&D Center, Beijing, China
- Li Chen 0018 — Johns Hopkins University School of Medicine, Department of Pathology, Baltimore, MD, USA (and 2 more)
- Li Chen 0019 — University of Louisiana at Lafayette, School of Computing and Informatics, Department of Computer Science, Lafayette, LA, USA (and 1 more)
- Li Chen 0020 — University of Washington, Department of Electronic Engineering, Seattle, WA, USA (and 1 more)
- Li Chen 0021 — Shanghai Jiao Tong University, Department of Electronic Engineering, Institute of Image Communication and Network Engineering, China
- Li Chen 0022 — Rutgers University, Department of Chemistry and Chemical Biology, Piscataway, NJ, USA
- Chen Li 0015 (aka: Li Chen 0023) — National University of Defense Technology, Changsha, China
- Li Chen 0024 — Beijing University of Posts and Telecommunications, Wireless Theories and Technologies, China
- Li Chen 0025 — Central South University, School of Geosciences and Info-Physics, Changsha, China
- Li Chen 0026 — Southwest Jiaotong University, Faculty of Geosciences and Environmental Engineering, Chengdu, China
- Li Chen 0027 — University of California, San Diego, CA, USA
- Li Chen 0028 — Carnegie Mellon University, PA, USA (and 1 more)
- Li Chen 0029 — University of Florida, Department of Biostatistics, Gainesville, FL, USA (and 3 more)
- Li Chen 0030 — Cornell University, SC Johnson College of Business, Samuel Curtis Johnson Graduate School of Management, Ithaca, NY, USA
- Li Chen 0031 — Tsinghua University, School of Software, BNRist, Beijing, China (and 1 more)
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2020 – today
- 2025
[c85]Yuhan Zhao, Rui Chen, Li Chen, Shuang Zhang, Qilong Han, Hongtao Song:
From Pairwise to Ranking: Climbing the Ladder to Ideal Collaborative Filtering with Pseudo-Ranking. AAAI 2025: 13392-13400- [i16]Christine Bauer, Li Chen, Nicola Ferro, Norbert Fuhr, Avishek Anand, Timo Breuer, Guglielmo Faggioli, Ophir Frieder, Hideo Joho, Jussi Karlgren, Johannes Kiesel, Bart P. Knijnenburg, Aldo Lipani, Lien Michiels, Andrea Papenmeier, Maria Soledad Pera, Mark Sanderson, Scott Sanner, Benno Stein, Johanne R. Trippas, Karin Verspoor, Martijn C. Willemsen:
Manifesto from Dagstuhl Perspectives Workshop 24352 - Conversational Agents: A Framework for Evaluation (CAFE). CoRR abs/2506.11112 (2025) - 2024
- [j51]Yucheng Jin, Li Chen, Xianglin Zhao, Wanling Cai:
The way you assess matters: User interaction design of survey chatbots for mental health. Int. J. Hum. Comput. Stud. 189: 103290 (2024) - [j50]Yucheng Jin, Li Chen, Wanling Cai, Xianglin Zhao:
CRS-Que: A User-centric Evaluation Framework for Conversational Recommender Systems. Trans. Recomm. Syst. 2(1): 2:1-2:34 (2024) - [c84]Riwei Lai, Rui Chen, Qilong Han, Chi Zhang, Li Chen:
Adaptive Hardness Negative Sampling for Collaborative Filtering. AAAI 2024: 8645-8652 - [c83]Yucheng Jin, Wanling Cai, Li Chen, Yizhe Zhang, Gavin Doherty, Tonglin Jiang:
Exploring the Design of Generative AI in Supporting Music-based Reminiscence for Older Adults. CHI 2024: 1012:1-1012:17 - [c82]Lei Li, Yongfeng Zhang, Dugang Liu, Li Chen:
Large Language Models for Generative Recommendation: A Survey and Visionary Discussions. LREC/COLING 2024: 10146-10159 - [c81]Ting Yang, Li Chen:
Unleashing the Retrieval Potential of Large Language Models in Conversational Recommender Systems. RecSys 2024: 43-52 - [c80]Yuhan Zhao, Rui Chen, Qilong Han, Hongtao Song, Li Chen:
Unlocking the Hidden Treasures: Enhancing Recommendations with Unlabeled Data. RecSys 2024: 247-256 - [c79]Irene Li, Ruihai Dong, Lei Li, Li Chen:
EARL: Workshop on Evaluating and Applying Recommendation Systems with Large Language Models. RecSys 2024: 1262-1264 - [i15]Riwei Lai, Rui Chen, Qilong Han, Chi Zhang, Li Chen:
Adaptive Hardness Negative Sampling for Collaborative Filtering. CoRR abs/2401.05191 (2024) - [i14]Yucheng Jin, Wanling Cai, Li Chen, Yizhe Zhang, Gavin Doherty, Tonglin Jiang:
Exploring the Design of Generative AI in Supporting Music-based Reminiscence for Older Adults. CoRR abs/2403.01413 (2024) - [i13]Yuhan Zhao, Rui Chen, Li Chen, Shuang Zhang, Qilong Han, Hongtao Song:
From Pairwise to Ranking: Climbing the Ladder to Ideal Collaborative Filtering with Pseudo-Ranking. CoRR abs/2412.18168 (2024) - [i12]Yuhan Zhao, Rui Chen, Qilong Han, Hongtao Song, Li Chen:
Unlocking the Hidden Treasures: Enhancing Recommendations with Unlabeled Data. CoRR abs/2412.18170 (2024) - [i11]Christine Bauer, Li Chen, Nicola Ferro, Norbert Fuhr:
Conversational Agents: A Framework for Evaluation (CAFE) (Dagstuhl Perspectives Workshop 24352). Dagstuhl Reports 14(8): 53-58 (2024) - 2023
- [j49]Xianglin Zhao, Li Chen, Yucheng Jin, Xinzhi Zhang:
Comparing button-based chatbots with webpages for presenting fact-checking results: A case study of health information. Inf. Process. Manag. 60(2): 103203 (2023) - [j48]Yucheng Jin, Wanling Cai, Li Chen, Yuwan Dai, Tonglin Jiang:
Understanding Disclosure and Support for Youth Mental Health in Social Music Communities. Proc. ACM Hum. Comput. Interact. 7(CSCW1): 1-32 (2023) - [j47]Dongning Yan, Li Chen:
The Influence of Personality Traits on User Interaction with Recommendation Interfaces. ACM Trans. Interact. Intell. Syst. 13(1): 3:1-3:39 (2023) - [j46]Lei Li, Yongfeng Zhang, Li Chen:
On the Relationship between Explanation and Recommendation: Learning to Rank Explanations for Improved Performance. ACM Trans. Intell. Syst. Technol. 14(2): 21:1-21:24 (2023) - [j45]Lei Li, Yongfeng Zhang, Li Chen:
Personalized Prompt Learning for Explainable Recommendation. ACM Trans. Inf. Syst. 41(4): 103:1-103:26 (2023) - [j44]Li Chen, Dietmar Jannach:
ACM Transactions on Recommender Systems: Inaugural Issue Editorial. Trans. Recomm. Syst. 1(1): 1 (2023) - [j43]Li Chen, Wanling Cai, Dongning Yan, Shlomo Berkovsky:
Eye-tracking-based personality prediction with recommendation interfaces. User Model. User Adapt. Interact. 33(1): 121-157 (2023) - [c78]Wanling Cai, Yucheng Jin, Xianglin Zhao, Li Chen:
"Listen to Music, Listen to Yourself": Design of a Conversational Agent to Support Self-Awareness While Listening to Music. CHI 2023: 119:1-119:19 - [c77]Lei Li, Yongfeng Zhang, Li Chen:
Prompt Distillation for Efficient LLM-based Recommendation. CIKM 2023: 1348-1357 - [c76]Yuhan Zhao, Rui Chen, Riwei Lai, Qilong Han, Hongtao Song, Li Chen:
Augmented Negative Sampling for Collaborative Filtering. RecSys 2023: 256-266 - [c75]Wenyue Hua, Lei Li, Shuyuan Xu, Li Chen, Yongfeng Zhang:
Tutorial on Large Language Models for Recommendation. RecSys 2023: 1281-1283 - [c74]Riwei Lai, Li Chen, Yuhan Zhao, Rui Chen, Qilong Han:
Disentangled Negative Sampling for Collaborative Filtering. WSDM 2023: 96-104 - [e6]Jie Zhang, Li Chen, Shlomo Berkovsky, Min Zhang, Tommaso Di Noia, Justin Basilico, Luiz Pizzato, Yang Song:
Proceedings of the 17th ACM Conference on Recommender Systems, RecSys 2023, Singapore, Singapore, September 18-22, 2023. ACM 2023 [contents] - [i10]Yuhan Zhao, Rui Chen, Riwei Lai, Qilong Han, Hongtao Song, Li Chen:
Augmented Negative Sampling for Collaborative Filtering. CoRR abs/2308.05972 (2023) - [i9]Lei Li, Yongfeng Zhang, Dugang Liu, Li Chen:
Large Language Models for Generative Recommendation: A Survey and Visionary Discussions. CoRR abs/2309.01157 (2023) - 2022
- [j42]Dietmar Jannach, Li Chen:
Conversational Recommendation: A Grand AI Challenge. AI Mag. 43(2): 151-163 (2022) - [j41]Dietmar Jannach, Ahtsham Manzoor, Wanling Cai, Li Chen:
A Survey on Conversational Recommender Systems. ACM Comput. Surv. 54(5): 105:1-105:36 (2022) - [j40]Zhirun Zhang, Li Chen, Tonglin Jiang, Yutong Li, Lei Li:
Effects of Feature-Based Explanation and Its Output Modality on User Satisfaction With Service Recommender Systems. Frontiers Big Data 5: 897381 (2022) - [j39]Yong Zheng, Li Chen, Markus Zanker, Panagiotis Symeonidis:
JIIS preface for the special issue on advances in recommender systems. J. Intell. Inf. Syst. 58(2): 223-225 (2022) - [j38]Wanling Cai, Yucheng Jin, Li Chen:
Task-Oriented User Evaluation on Critiquing-Based Recommendation Chatbots. IEEE Trans. Hum. Mach. Syst. 52(3): 354-366 (2022) - [c73]Wanling Cai, Yucheng Jin, Li Chen:
Impacts of Personal Characteristics on User Trust in Conversational Recommender Systems. CHI 2022: 489:1-489:14 - [c72]Li Chen, Zhirun Zhang, Xinzhi Zhang, Lehong Zhao:
A Pilot Study for Understanding Users' Attitudes Towards a Conversational Agent for News Recommendation. CUI 2022: 36:1-36:6 - [c71]Weixin Chen, Mingkai He, Yongxin Ni, Weike Pan, Li Chen, Zhong Ming:
Global and Personalized Graphs for Heterogeneous Sequential Recommendation by Learning Behavior Transitions and User Intentions. RecSys 2022: 268-277 - [c70]Zhirun Zhang, Yucheng Jin, Li Chen:
A Diary Study of Social Explanations for Recommendations in Daily Life. UMAP (Adjunct Publication) 2022: 200-208 - [c69]Riwei Lai, Shitong Xiao, Rui Chen, Li Chen, Qilong Han, Li Li:
Multiple Neighbor Relation Enhanced Graph Collaborative Filtering. WI/IAT 2022: 40-47 - [c68]Yongxin Ni, Ningxia Wang, Li Chen, Rui Chen, Lei Li:
TUR: Utilizing Temporal Information to Make Unexpected E-Commerce Recommendations. WISE 2022: 553-563 - [r3]Marko Tkalcic, Li Chen:
Personality and Recommender Systems. Recommender Systems Handbook 2022: 757-787 - [i8]Lei Li, Yongfeng Zhang, Li Chen:
Personalized Prompt Learning for Explainable Recommendation. CoRR abs/2202.07371 (2022) - [i7]Dietmar Jannach, Li Chen:
Conversational Recommendation: A Grand AI Challenge. CoRR abs/2203.09126 (2022) - [i6]Wanling Cai, Yucheng Jin, Li Chen:
Impacts of Personal Characteristics on User Trust in Conversational Recommender Systems. CoRR abs/2203.12981 (2022) - 2021
- [j37]Lei Li, Li Chen, Ruihai Dong:
CAESAR: context-aware explanation based on supervised attention for service recommendations. J. Intell. Inf. Syst. 57(1): 147-170 (2021) - [c67]Lei Li, Yongfeng Zhang, Li Chen:
Personalized Transformer for Explainable Recommendation. ACL/IJCNLP (1) 2021: 4947-4957 - [c66]Zhe Peng, Jinbin Huang, Haixin Wang, Shihao Wang, Xiaowen Chu, Xinzhi Zhang, Li Chen, Xin Huang, Xiaoyi Fu, Yike Guo, Jianliang Xu:
BU-Trace: A Permissionless Mobile System for Privacy-Preserving Intelligent Contact Tracing. DASFAA (Workshops) 2021: 381-397 - [c65]Yucheng Jin, Li Chen, Wanling Cai, Pearl Pu:
Key Qualities of Conversational Recommender Systems: From Users' Perspective. HAI 2021: 93-102 - [c64]Wanling Cai, Yucheng Jin, Li Chen:
Critiquing for Music Exploration in Conversational Recommender Systems. IUI 2021: 480-490 - [c63]Zhirun Zhang, Xinzhi Zhang, Li Chen:
Informing the Design of a News Chatbot. IVA 2021: 224-231 - [c62]Ningxia Wang, Li Chen:
User Bias in Beyond-Accuracy Measurement of Recommendation Algorithms. RecSys 2021: 133-142 - [c61]Lei Li, Yongfeng Zhang, Li Chen:
EXTRA: Explanation Ranking Datasets for Explainable Recommendation. SIGIR 2021: 2463-2469 - [i5]Zhe Peng, Jinbin Huang, Haixin Wang, Shihao Wang, Xiaowen Chu, Xinzhi Zhang, Li Chen, Xin Huang, Xiaoyi Fu, Yike Guo, Jianliang Xu:
BU-Trace: A Permissionless Mobile System for Privacy-Preserving Intelligent Contact Tracing. CoRR abs/2101.09653 (2021) - [i4]Lei Li, Yongfeng Zhang, Li Chen:
Learning to Explain Recommendations. CoRR abs/2102.00627 (2021) - [i3]Lei Li, Yongfeng Zhang, Li Chen:
EXTRA: Explanation Ranking Datasets for Explainable Recommendation. CoRR abs/2102.10315 (2021) - [i2]Lei Li, Yongfeng Zhang, Li Chen:
Personalized Transformer for Explainable Recommendation. CoRR abs/2105.11601 (2021) - 2020
- [c60]Lei Li, Yongfeng Zhang, Li Chen:
Generate Neural Template Explanations for Recommendation. CIKM 2020: 755-764 - [c59]Li Chen, Bart P. Knijnenburg, Frosina Koceva:
UMAP 2020 Demo and Late-Breaking Results Chairs' Preface. UMAP (Adjunct Publication) 2020: 1 - [c58]Wanling Cai, Li Chen:
Predicting User Intents and Satisfaction with Dialogue-based Conversational Recommendations. UMAP 2020: 33-42 - [c57]Ningxia Wang, Li Chen, Yonghua Yang:
The Impacts of Item Features and User Characteristics on Users' Perceived Serendipity of Recommendations. UMAP 2020: 266-274 - [c56]Lei Li, Li Chen, Yongfeng Zhang:
Towards Controllable Explanation Generation for Recommender Systems via Neural Template. WWW (Companion Volume) 2020: 198-202 - [e5]Rodrygo L. T. Santos, Leandro Balby Marinho, Elizabeth M. Daly, Li Chen, Kim Falk, Noam Koenigstein, Edleno Silva de Moura:
RecSys 2020: Fourteenth ACM Conference on Recommender Systems, Virtual Event, Brazil, September 22-26, 2020. ACM 2020, ISBN 978-1-4503-7583-2 [contents] - [i1]Dietmar Jannach, Ahtsham Manzoor, Wanling Cai, Li Chen:
A Survey on Conversational Recommender Systems. CoRR abs/2004.00646 (2020)
2010 – 2019
- 2019
- [j36]Wen Wu, Li Chen, Qingchang Yang, You Li:
Inferring Students' Personality from Their Communication Behavior in Web-based Learning Systems. Int. J. Artif. Intell. Educ. 29(2): 189-216 (2019) - [j35]Li Chen, Dongning Yan, Feng Wang:
User perception of sentiment-integrated critiquing in recommender systems. Int. J. Hum. Comput. Stud. 121: 4-20 (2019) - [j34]Wanling Cai, Jiongbin Zheng, Weike Pan, Jing Lin, Lin Li, Li Chen, Xiaogang Peng, Zhong Ming:
Neighborhood-enhanced transfer learning for one-class collaborative filtering. Neurocomputing 341: 80-87 (2019) - [j33]Weike Pan, Li Chen, Zhong Ming:
Personalized recommendation with implicit feedback via learning pairwise preferences over item-sets. Knowl. Inf. Syst. 58(2): 295-318 (2019) - [j32]Li Chen, Dongning Yan, Feng Wang:
User Evaluations on Sentiment-based Recommendation Explanations. ACM Trans. Interact. Intell. Syst. 9(4): 20:1-20:38 (2019) - [c55]Yucheng Jin, Wanling Cai, Li Chen, Nyi Nyi Htun, Katrien Verbert:
MusicBot: Evaluating Critiquing-Based Music Recommenders with Conversational Interaction. CIKM 2019: 951-960 - [c54]Lei Li, Ruihai Dong, Li Chen:
Context-Aware Co-attention Neural Network for Service Recommendations. ICDE Workshops 2019: 201-208 - [c53]Wanling Cai, Li Chen:
Towards a Taxonomy of User Feedback Intents for Conversational Recommendations. RecSys (Late-Breaking Results) 2019: 51-55 - [c52]Li Chen, Yonghua Yang, Ningxia Wang, Keping Yang, Quan Yuan:
How Serendipity Improves User Satisfaction with Recommendations? A Large-Scale User Evaluation. WWW 2019: 240-250 - 2018
- [j31]Victor C. Cheng, Li Chen, William K. Cheung, Chi-kuen Fok:
A heterogeneous hidden Markov model for mobile app recommendation. Knowl. Inf. Syst. 57(1): 207-228 (2018) - [j30]Haoran Xie, Debby Dan Wang, Yanghui Rao, Tak-Lam Wong, Raymond Y. K. Lau, Li Chen, Fu Lee Wang:
Incorporating user experience into critiquing-based recommender systems: a collaborative approach based on compound critiquing. Int. J. Mach. Learn. Cybern. 9(5): 837-852 (2018) - [j29]Jie Zhang, Tanja Mitrovic, David Chin, Li Chen:
ACM UMAP 2018 - User Modeling, Adaptation and Personalization: 8-11 July, 2018 at NTU, Singapore. SIGWEB Newsl. 2018(Winter): 2:1-2:5 (2018) - [j28]Wen Wu, Li Chen, Yu Zhao:
Personalizing recommendation diversity based on user personality. User Model. User Adapt. Interact. 28(3): 237-276 (2018) - [c51]Lei Li, Weike Pan, Li Chen, Zhong Ming:
RLT: Residual-Loop Training in Collaborative Filtering for Combining Factorization and Global-Local Neighborhood. ICWS 2018: 326-336 - [e4]Tanja Mitrovic, Jie Zhang, Li Chen, David Chin:
Proceedings of the 26th Conference on User Modeling, Adaptation and Personalization, UMAP 2018, Singapore, July 08-11, 2018. ACM 2018 [contents] - [e3]Tanja Mitrovic, Jie Zhang, Li Chen, David Chin:
Adjunct Publication of the 26th Conference on User Modeling, Adaptation and Personalization, UMAP 2018, Singapore, July 08-11, 2018. ACM 2018 [contents] - 2017
- [j27]Li Chen, Feng Wang, Pearl Pu:
Investigating users' eye movement behavior in critiquing-based recommender systems. AI Commun. 30(3-4): 207-222 (2017) - [c50]Dongning Yan, Li Chen:
Review-Based Screening Interface for Improving Users' Decision Process in E-commerce. HCI (24) 2017: 130-142 - [c49]Li Chen, Feng Wang:
Explaining Recommendations Based on Feature Sentiments in Product Reviews. IUI 2017: 17-28 - [c48]Wen Wu, Li Chen, Qingchang Yang:
Inferring Students' Sense of Community from Their Communication Behavior in Online Courses. UMAP 2017: 238-246 - [p3]Li Chen, Wen Wu, Liang He:
Personality and Recommendation Diversity. Emotions and Personality in Personalized Services 2017: 201-225 - 2016
- [j26]Haoran Xie, Xiaodong Li, Tao Wang, Li Chen, Ke Li, Fu Lee Wang, Yi Cai, Qing Li, Huaqing Min:
Personalized search for social media via dominating verbal context. Neurocomputing 172: 27-37 (2016) - [j25]Weike Pan, Li Chen:
Group Bayesian personalized ranking with rich interactions for one-class collaborative filtering. Neurocomputing 207: 501-510 (2016) - [j24]Haoran Xie, Xiaodong Li, Tao Wang, Raymond Y. K. Lau, Tak-Lam Wong, Li Chen, Fu Lee Wang, Qing Li:
Incorporating sentiment into tag-based user profiles and resource profiles for personalized search in folksonomy. Inf. Process. Manag. 52(1): 61-72 (2016) - [c47]Feng Wang, Li Chen, Weike Pan:
Where to Place Your Next Restaurant?: Optimal Restaurant Placement via Leveraging User-Generated Reviews. CIKM 2016: 2371-2376 - [c46]Feng Wang, Li Chen:
A Nonlinear State Space Model for Identifying At-Risk Students in Open Online Courses. EDM 2016: 527-532 - [c45]Li Chen, Feng Wang, Wen Wu:
Inferring Users' Critiquing Feedback on Recommendations from Eye Movements. ICCBR 2016: 62-76 - [c44]Li Chen, Feng Wang:
An Eye-Tracking Study: Implication to Implicit Critiquing Feedback Elicitation in Recommender Systems. UMAP 2016: 163-167 - [c43]Wen Wu, Li Chen, Qingchang Yang:
Students' Personality and Chat Room Behavior in Synchronous Online Learning. UMAP (Extended Proceedings) 2016 - 2015
- [j23]James J. Deng, Clement H. C. Leung, Alfredo Milani, Li Chen:
Emotional States Associated with Music: Classification, Prediction of Changes, and Consideration in Recommendation. ACM Trans. Interact. Intell. Syst. 5(1): 4:1-4:36 (2015) - [j22]Li Chen, Guanliang Chen, Feng Wang:
Recommender systems based on user reviews: the state of the art. User Model. User Adapt. Interact. 25(2): 99-154 (2015) - [j21]Guanliang Chen, Li Chen:
Augmenting service recommender systems by incorporating contextual opinions from user reviews. User Model. User Adapt. Interact. 25(3): 295-329 (2015) - [j20]Feng Wang, Li Chen:
Review mining for estimating users' ratings and weights for product aspects. Web Intell. 13(3): 137-152 (2015) - [c42]Dongning Yan, Li Chen:
An Empirical Study of User Decision Making Behavior in E-Commerce. HCI (23) 2015: 414-426 - [c41]Li Chen:
Personality in Recommender Systems. EMPIRE@RecSys 2015: 2 - [c40]Wen Wu, Li Chen:
Implicit Acquisition of User Personality for Augmenting Movie Recommendations. UMAP 2015: 302-314 - [r2]Anthony Jameson, Martijn C. Willemsen, Alexander Felfernig, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro, Li Chen:
Human Decision Making and Recommender Systems. Recommender Systems Handbook 2015: 611-648 - [r1]Marko Tkalcic, Li Chen:
Personality and Recommender Systems. Recommender Systems Handbook 2015: 715-739 - 2014
- [j19]Li Chen, Pearl Pu:
Experiments on user experiences with recommender interfaces. Behav. Inf. Technol. 33(4): 372-394 (2014) - [j18]Congfu Xu, Baojun Su, Yunbiao Cheng, Weike Pan, Li Chen:
An Adaptive Fusion Algorithm for Spam Detection. IEEE Intell. Syst. 29(4): 2-8 (2014) - [j17]Li Chen, Feng Wang, Luole Qi, Fengfeng Liang:
Experiment on sentiment embedded comparison interface. Knowl. Based Syst. 64: 44-58 (2014) - [j16]Xiaodong Li, Haoran Xie, Li Chen, Jianping Wang, Xiaotie Deng:
News impact on stock price return via sentiment analysis. Knowl. Based Syst. 69: 14-23 (2014) - [c39]Li Chen, William K. Cheung:
Recovering Human Mobility Flow Models and Daily Routine Patterns in a Smart Environment. ICDM Workshops 2014: 541-548 - [c38]Guanliang Chen, Li Chen:
Recommendation Based on Contextual Opinions. UMAP 2014: 61-73 - [c37]Haoran Xie, Li Chen, Feng Wang:
Collaborative Compound Critiquing. UMAP 2014: 254-265 - [c36]Li Chen, Feng Wang:
Sentiment-enhanced explanation of product recommendations. WWW (Companion Volume) 2014: 239-240 - 2013
- [j15]Li Chen, Wei Zeng, Quan Yuan:
A unified framework for recommending items, groups and friends in social media environment via mutual resource fusion. Expert Syst. Appl. 40(8): 2889-2903 (2013) - [j14]Li Chen, Feng Wang:
Preference-based clustering reviews for augmenting e-commerce recommendation. Knowl. Based Syst. 50: 44-59 (2013) - [j13]Li Chen, Marco de Gemmis, Alexander Felfernig, Pasquale Lops, Francesco Ricci, Giovanni Semeraro:
Human Decision Making and Recommender Systems. ACM Trans. Interact. Intell. Syst. 3(3): 17:1-17:7 (2013) - [j12]Ido Guy, Li Chen, Michelle X. Zhou:
Introduction to the special section on social recommender systems. ACM Trans. Intell. Syst. Technol. 4(1): 7:1-7:2 (2013) - [j11]Weishi Zhang, Guiguang Ding, Li Chen, Chunping Li, Chengbo Zhang:
Generating virtual ratings from chinese reviews to augment online recommendations. ACM Trans. Intell. Syst. Technol. 4(1): 9:1-9:17 (2013) - [c35]Li Chen, Wen Wu, Liang He:
How personality influences users' needs for recommendation diversity? CHI Extended Abstracts 2013: 829-834 - [c34]Wen Wu, Li Chen, Liang He:
Using personality to adjust diversity in recommender systems. HT 2013: 225-229 - [c33]Wei Zeng, Li Chen:
Recommending Interest Groups to Social Media Users by Incorporating Heterogeneous Resources. IEA/AIE 2013: 361-371 - [c32]Weike Pan, Li Chen:
GBPR: Group Preference Based Bayesian Personalized Ranking for One-Class Collaborative Filtering. IJCAI 2013: 2691-2697 - [c31]Li Chen, Marco de Gemmis, Alexander Felfernig, Pasquale Lops, Francesco Ricci, Giovanni Semeraro, Martijn C. Willemsen:
Workshop on human decision making in recommender systems: decisions@RecSys'13. RecSys 2013: 479-480 - [c30]Wei Zeng, Li Chen:
Heterogeneous data fusion via matrix factorization for augmenting item, group and friend recommendations. SAC 2013: 237-244 - [c29]Li Chen, Weike Pan:
CoFiSet: Collaborative Filtering via Learning Pairwise Preferences over Item-sets. SDM 2013: 180-188 - [c28]Feng Wang, Weike Pan, Li Chen:
Recommendation for New Users with Partial Preferences by Integrating Product Reviews with Static Specifications. UMAP 2013: 281-288 - [e2]Li Chen, Marco de Gemmis, Alexander Felfernig, Pasquale Lops, Francesco Ricci, Giovanni Semeraro, Martijn C. Willemsen:
Proceedings of the 3rd Workshop on Human Decision Making in Recommender Systems in conjunction with the 7th ACM Conference on Recommender Systems (RecSys 2013), Hong Kong, China, October 12, 2013. CEUR Workshop Proceedings 1050, CEUR-WS.org 2013 [contents] - 2012
- [j10]Li Chen, Luole Qi, Feng Wang:
Comparison of feature-level learning methods for mining online consumer reviews. Expert Syst. Appl. 39(10): 9588-9601 (2012) - [j9]Li Chen, Pearl Pu:
Critiquing-based recommenders: survey and emerging trends. User Model. User Adapt. Interact. 22(1-2): 125-150 (2012) - [j8]Pearl Pu, Li Chen, Rong Hu:
Evaluating recommender systems from the user's perspective: survey of the state of the art. User Model. User Adapt. Interact. 22(4-5): 317-355 (2012) - [c27]Feng Wang, Li Chen:
Recommending Inexperienced Products via Learning from Consumer Reviews. Web Intelligence 2012: 596-603 - [p2]Quan Yuan, Li Chen, Shiwan Zhao:
Augmenting Collaborative Recommenders by Fusing Social Relationships: Membership and Friendship. Recommender Systems for the Social Web 2012: 159-175 - [e1]Li Chen, Alexander Felfernig, Jiming Liu, Zbigniew W. Ras:
Foundations of Intelligent Systems - 20th International Symposium, ISMIS 2012, Macau, China, December 4-7, 2012. Proceedings. Lecture Notes in Computer Science 7661, Springer 2012, ISBN 978-3-642-34623-1 [contents] - 2011
- [j7]Li Chen, Luole Qi:
Social opinion mining for supporting buyers' complex decision making: exploratory user study and algorithm comparison. Soc. Netw. Anal. Min. 1(4): 301-320 (2011) - [j6]Ido Guy, Li Chen, Michelle X. Zhou:
Introduction. ACM Trans. Intell. Syst. Technol. 3(1): 1:1-1:2 (2011) - [c26]Li Chen, Ho Keung Tsoi:
Privacy Concern and Trust in Using Social Network Sites: A Comparison between French and Chinese Users. INTERACT (3) 2011: 234-241 - [c25]Li Chen, Pearl Pu:
Users' eye gaze pattern in organization-based recommender interfaces. IUI 2011: 311-314 - [c24]Pearl Pu, Li Chen, Rong Hu:
A user-centric evaluation framework for recommender systems. RecSys 2011: 157-164 - [c23]Quan Yuan, Li Chen, Shiwan Zhao:
Factorization vs. regularization: fusing heterogeneous social relationships in top-n recommendation. RecSys 2011: 245-252 - [c22]Alexander Felfernig, Li Chen, Monika Mandl:
RecSys'11 workshop on human decision making in recommender systems. RecSys 2011: 389-390 - [c21]Ho Keung Tsoi, Li Chen:
From Privacy Concern to Uses of Social Network Sites: A Cultural Comparison via User Survey. SocialCom/PASSAT 2011: 457-464 - [c20]Luole Qi, Li Chen:
Comparison of Model-Based Learning Methods for Feature-Level Opinion Mining. Web Intelligence 2011: 265-273 - [p1]Pearl Pu, Boi Faltings, Li Chen, Jiyong Zhang, Paolo Viappiani:
Usability Guidelines for Product Recommenders Based on Example Critiquing Research. Recommender Systems Handbook 2011: 511-545 - 2010
- [j5]Li Chen, Pearl Pu:
Experiments on the preference-based organization interface in recommender systems. ACM Trans. Comput. Hum. Interact. 17(1): 5:1-5:33 (2010) - [c19]Li Chen:
Understanding buyers' social information needs during purchase decision process. ICEC 2010: 15-22 - [c18]Weishi Zhang, Guiguang Ding, Li Chen, Chunping Li:
Augmenting Chinese Online Video Recommendations by Using Virtual Ratings Predicted by Review Sentiment Classification. ICDM Workshops 2010: 1143-1150 - [c17]Li Chen, Luole Qi:
A diary study of understanding contextual information needs during leisure traveling. IIiX 2010: 265-270 - [c16]Li Chen:
Social influence of product popularity on consumer decisions: usability study of Flickr camera finder. IUI 2010: 297-300 - [c15]Ido Guy, Li Chen, Michelle X. Zhou:
Workshop on social recommender systems. IUI 2010: 433-434 - [c14]Liang Xiang, Quan Yuan, Shiwan Zhao, Li Chen, Xiatian Zhang, Qing Yang, Jimeng Sun:
Temporal recommendation on graphs via long- and short-term preference fusion. KDD 2010: 723-732 - [c13]Li Chen, Pearl Pu:
Eye-Tracking Study of User Behavior in Recommender Interfaces. UMAP 2010: 375-380 - [c12]Luole Qi, Li Chen:
A Linear-Chain CRF-Based Learning Approach for Web Opinion Mining. WISE 2010: 128-141 - [c11]Li Chen:
Towards Three-Stage Recommender Support for Online Consumers: Implications from a User Study. WISE 2010: 365-375
2000 – 2009
- 2009
- [j4]Li Chen, Pearl Pu:
Interaction design guidelines on critiquing-based recommender systems. User Model. User Adapt. Interact. 19(3): 167-206 (2009) - [c10]Li Chen:
Adapting Recommendations Organization to User Preferences. Web Intelligence/IAT Workshops 2009: 58-61 - [c9]Li Chen:
Adaptive tradeoff explanations in conversational recommenders. RecSys 2009: 225-228 - [c8]Nicolas Jones, Pearl Pu, Li Chen:
How Users Perceive and Appraise Personalized Recommendations. UMAP 2009: 461-466 - 2008
- [b1]Li Chen:
User decision improvement and trust building in product recommender systems. EPFL, Switzerland, 2008 - [j3]Pearl Pu, Li Chen:
User-Involved Preference Elicitation for Product Search and Recommender Systems. AI Mag. 29(4): 93-103 (2008) - [j2]Pearl Pu, Li Chen, Pratyush Kumar:
Evaluating product search and recommender systems for E-commerce environments. Electron. Commer. Res. 8(1-2): 1-27 (2008) - [c7]Li Chen, Pearl Pu:
A cross-cultural user evaluation of product recommender interfaces. RecSys 2008: 75-82 - 2007
- [j1]Pearl Pu, Li Chen:
Trust-inspiring explanation interfaces for recommender systems. Knowl. Based Syst. 20(6): 542-556 (2007) - [c6]Li Chen, Pearl Pu:
Hybrid critiquing-based recommender systems. IUI 2007: 22-31 - [c5]Li Chen, Pearl Pu:
The evaluation of a hybrid critiquing system with preference-based recommendations organization. RecSys 2007: 169-172 - [c4]Li Chen, Pearl Pu:
Preference-Based Organization Interfaces: Aiding User Critiques in Recommender Systems. User Modeling 2007: 77-86 - 2006
- [c3]Li Chen, Pearl Pu:
Evaluating Critiquing-based Recommender Agents. AAAI 2006: 157-162 - [c2]Pearl Pu, Li Chen:
Trust building with explanation interfaces. IUI 2006: 93-100 - 2005
- [c1]Pearl Pu, Li Chen:
Integrating tradeoff support in product search tools for e-commerce sites. EC 2005: 269-278
Coauthor Index
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