Email:liugn@buaa.edu.cn

【研究方向】

数据挖掘，商务智能，社会化媒体营销

【教育经历】

· 2010.09-2016.7博士，清华大学经济管理学院，管理科学与工程

· 2013.09-2014.08，联合培养博士，美国纽约大学Stern商学院，信息、运作与管理科学系

· 2006.09-2010.07学士，北京航空航天大学经济管理学院，信息管理与信息系统

· 2007.09-2010.07学士（二学位），北京航空航天大学数学与系统科学学院，应用数学 

【讲授课程】

数据挖掘理论、方法与应用

【期刊论文】

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

· Yanjie Fu,GuannanLiu*, Spiros Papadimitriou, Hui Xiong, Xiaolin Li, Guoqing Chen. FusedLatent Models for Assessing Product Return Propensity in Online Commerce.DecisionSupport Systems. 2016 (SCI, forthcoming)

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

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

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

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

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

【会议论文】

· Zheng Xie,GuannanLiu, Junjie Wu. Wisdom of fusion: Prediction of 2016 Taiwan election withheterogeneous big data.2016 13th International Conference on ServiceSystems and Service Management (ICSSSM).

· Yanjie Fu,GuannanLiu, Spiros Papadimitriou, Hui Xiong, Yong Ge, Hengshu Zhu, Chen Zhu. RealEstate Ranking via Mixed Land-use Latent Models. InProceedings of the 21stACM SIGKDD International Conference on Knowledge Discovery and Data Mining(KDD'15). (中国计算机学会A类会议，接收率：19.4%)

· GuannanLiu, Yanjie Fu,Tong Xu, Hui Xiong, Guoqing Chen. Discovering Temporal Retweeting Patterns forSocial Media Marketing Campaigns, InProceedings of the 14th InternationalConference on Data Mining(ICDM'14), Shenzhen, China, 2014, 905 - 910.（接收率：19%）

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

【获奖经历】

· 清华大学优秀博士论文

· 北京市优秀毕业生

· 博士生国家奖学金

【学术服务】

担任IEEE TKDE, DSS，I&M等国际期刊审稿人，KDD2015, ICIS2015等国际会议的审稿人。