|
姓名: 刘冠男 |
|
———————————————— |
||
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。 |