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Profile

Name:Liu Guannan
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Title: Lecturer
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RESEARCH INTERESTS

Data Mining, Business Intelligence, Social Media Marketing

EDUCATION

· 2010.09-2016.7, Ph.D. in Management Science and Engineering,School of Economics and Management

· 2013.09-2014.08, Visiting Scholar,Department of Information, Operation and Management Science, Stern Business School, New York University

· 2006.09-2010.07, B.E. in Management Information Systems, School of Economics and Management, Beihang University

· 2007.09-2010.07, B.S. (Minor) in Applied Mathematics,School of Mathematics and System Science, Beihang Unviersity

TEACHING

Introduction to Data Mining (for Grauduates)

JOURNAL PAPERS

· Guannan Liu, Yanjie Fu, Guoqing Chen, Hui Xiong, Can Chen. Modeling Buying Motives for Product Bundle Recommendation.ACM Transactions on Knowledge Discovery from Data(TKDD). 2016(SCI, forthcoming)

· Yanjie Fu,Guannan Liu*, Spiros Papadimitriou, Hui Xiong, Xiaolin Li, Guoqing Chen. Fused Latent Models for Assessing Product Return Propensity in Online Commerce.Decision Support Systems. 2016 (SCI, forthcoming)

· Jin Zhang,Guannan Liu, Ming Ren. Finding Representative.Journal of Informetrics. 2016(10),3: 762-775 (SSCI)

· Guannan Liu, Jin Zhang, Guoqing Chen. An approach to finding the cost-effective immunization targets for information assurance.Decision Support Systems. 2014;67:40-52. (SCI)

· Baojun Ma, Nan Zhang,Guannan Liu, Hua Yuan.Information Processing & Management. 2015. (SCI)

· Jichang Zhao, Junjie Wu,Guannan Liu, Dacheng Tao, Ke Xu, Chunyang Liu. Being rational or aggressive? A revisit to Dunbar׳s number in online social networks.Neurocomputing. 2014;142:343-353. (SCI)

· Hua Yuan,Guannan Liu, Guoqing Chen. On modeling the crowding and psychological effects in network-virus prevalence with nonlinear epidemic model.Applied Mathematics and Computation. 2012;219(5):2387-2397. (SCI)

CONFERENCE PAPERS

· Zheng Xie,Guannan Liu, Junjie Wu. Wisdom of fusion: Prediction of 2016 Taiwan election with heterogeneous big data.2016 13th International Conference on Service Systems and Service Management (ICSSSM).

· Yanjie Fu,Guannan Liu, Spiros Papadimitriou, Hui Xiong, Yong Ge, Hengshu Zhu, Chen Zhu. Real Estate Ranking via Mixed Land-use Latent Models. InProceedings of the 21st ACM SIGKDD International Conference on Knowledge Discovery and Data Mining(KDD'15). (CCF A,AR:19.4%)

· Guannan Liu, Yanjie Fu, Tong Xu, Hui Xiong, Guoqing Chen. Discovering Temporal Retweeting Patterns for Social Media Marketing Campaigns, InProceedings of the 14th International Conference on Data Mining(ICDM'14), Shenzhen, China, 2014, 905 - 910. (CCF B,AR:19%)

· Meng Qu, Hengshu Zhu, Junming Liu,Guannan Liu, Hui Xiong. A cost-effective recommender system for taxi drivers. InProceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining(KDD'14). New York, USA, 2014, 45-54. (CCF A,AR:14.6%)

HORNORS

· Excellent Doctoral Dissertation Award, Tsinghua University

· Excellent Graduates of Beijing City, Beijing Municipal

· National Scholarship for Doctoral Students, Municipal of Education

ACADEMIC SERVICES

 

Serve as reviewers for international journals such as IEEE TKDE, DSS, I&M; Serve as reviewers for international conferences such as KDD2015, ICIS205, etc.