Bing Liu

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Philip S. YuProfessor of Computer Science, University of Illinons at ChicagoVerified email at cs.uic.edu
Wynne HSUProfessor of Computer Science, National Univeristy of SingaporeVerified email at comp.nus.edu.sg
Arjun MukherjeeDepartment of Computer Science, University of HoustonVerified email at cs.uh.edu
Lei ZhangPh.D in Computer Science, University of Illinois at Chicago; Software Engineer at LinkedInVerified email at uic.edu
Xiaoli Li (李晓黎)IEEE Fellow, Dept Head, Institute for Infocomm Research, A*STAR; Adjunct Professor NTUVerified email at i2r.a-star.edu.sg
Brett Zhiyuan ChenUniversity of Illinois at Chicago, GoogleVerified email at uic.edu
Wee Sun LeeProfessor, Department of Computer Science, National University of SingaporeVerified email at comp.nus.edu.sg
Xiaowen DingUniversity of Illinois at ChicagoVerified email at cs.uic.edu
Ke WangProfessor of Computing Science, Simon Fraser UniversityVerified email at cs.sfu.ca
Alexander TuzhilinProfessor of Information Systems, NYUVerified email at stern.nyu.edu
Zhongwu ZhaiTsinghua UniversityVerified email at mails.tsinghua.edu.cn
Ee-Peng LimSingapore Management UniversityVerified email at smu.edu.sg
Xin LiAlation IncVerified email at alation.com
See-Kiong NgInstitute of Data Science and School of Computing, National University of SingaporeVerified email at nus.edu.sg
Junhui WangProfessor, The Chinese University of Hong KongVerified email at cuhk.edu.hk
Guan WangCofounder and CTOVerified email at huski.ai
Hady W. LauwAssociate Professor, School of Computing and Information Systems, Singapore Management UniversityVerified email at smu.edu.sg
Yang Dai, PhD, ProfessorBiomedical Engineering, University of Illinois at ChicagoVerified email at uic.edu
Gao CongNanyang Technological UniversityVerified email at ntu.edu.sg
SukHwan LimExecutive Vice President, SamsungVerified email at stanfordalumni.org

Bing Liu

Distinguished Professor, University of Illinois at Chicago

Verified email at uic.edu - Homepage

Machine Learning Sentiment Analysis Natural Language Processing Data Mining Web Mining


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Mining and summarizing customer reviews M Hu, B Liu Proceedings of the tenth ACM SIGKDD international conference on Knowledge …, 2004	11100	2004
Sentiment analysis and opinion mining B Liu Morgan & Claypool Publishers, 2012	11030*	2012
Top 10 algorithms in data mining X Wu, V Kumar, J Ross Quinlan, J Ghosh, Q Yang, H Motoda, ... Knowledge and information systems 14, 1-37, 2008	8083	2008
Sentiment analysis and subjectivity. B Liu Handbook of natural language processing 2 (2010), 627-666, 2010	4326*	2010
Web data mining: exploring hyperlinks, contents, and usage data B Liu Springer Science & Business Media, 2007	3938*	2007
Integrating classification and association rule mining B Liu, W Hsu, Y Ma Proceedings of the 4th International Conference on Knowledge Discovery and …, 1998	3747	1998
Opinion observer: analyzing and comparing opinions on the web B Liu, M Hu, J Cheng Proceedings of the 14th international conference on World Wide Web, 342-351, 2005	2674	2005
Sentiment analysis: Mining opinions, sentiments, and emotions B Liu Cambridge University Press, 2015	2620*	2015
Deep learning for sentiment analysis: A survey L Zhang, S Wang, B Liu Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 8 (4 …, 2018	2385	2018
Mining opinion features in customer reviews M Hu, B Liu AAAI 4 (4), 755-760, 2004	2374	2004
Opinion spam and analysis N Jindal, B Liu Proceedings of the 2008 international conference on web search and data …, 2008	2152	2008
A survey of opinion mining and sentiment analysis B Liu, L Zhang Mining text data, 415-463, 2012	2052	2012
A holistic lexicon-based approach to opinion mining X Ding, B Liu, PS Yu Proceedings of the 2008 international conference on web search and data …, 2008	1993	2008
Opinion word expansion and target extraction through double propagation G Qiu, B Liu, J Bu, C Chen Computational linguistics 37 (1), 9-27, 2011	1399	2011
Lifelong machine learning Z Chen, B Liu Morgan & Claypool Publishers, 2018	1154	2018
Mining association rules with multiple minimum supports B Liu, W Hsu, Y Ma Proceedings of the fifth ACM SIGKDD international conference on Knowledge …, 1999	1108	1999
Spotting fake reviewer groups in consumer reviews A Mukherjee, B Liu, N Glance Proceedings of the 21st international conference on World Wide Web, 191-200, 2012	1070	2012
Detecting product review spammers using rating behaviors EP Lim, VA Nguyen, N Jindal, B Liu, HW Lauw Proceedings of the 19th ACM international conference on Information and …, 2010	1027	2010
Building text classifiers using positive and unlabeled examples B Liu, Y Dai, X Li, WS Lee, PS Yu Third IEEE international conference on data mining, 179-186, 2003	998	2003
Emotional chatting machine: Emotional conversation generation with internal and external memory H Zhou, M Huang, T Zhang, X Zhu, B Liu Proceedings of the AAAI conference on artificial intelligence 32 (1), 2018	951	2018

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