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卜湛    副教授

Zhan Bu(卜湛)
         Associate Professor
         At E-Business Department
         Jiangsu Provincial Key Laboratory of E-Business
         Nanjing University of Finance and Economics
         Nanjing 210003, P.R.China
         Email : buzhan*AT*nuaa.edu.cn
         Research Areas and Interests
         Data Mining
         Complex Network Analysis
         Game Theory



Selected Journal Paper

[1]     Jie Cao, Zhan Bu, Guangliang Gao, et al. Weighted modularity optimization for crisp and fuzzy community detection in  large-scale networks. Physica A Statistical Mechanics & Its Applications, 2016, 462:386-395. (SCI, IF= 1.785)

[2]     Zhan Bu, Huijia LI, Jie Cao, Zhiang Wu, Lu Zhang. Game theory based emotional evolution analysis for chinese online  reviews. Knowledge-Based Systems, 103(C), pp. 60-72, 2016. (SCI, IF= 2.947)

[3]     Huijia Li, Zhan Bu, et al. Fast and accurate mining the community structure: integrating center locating and membership  optimization[J]. IEEE Transactions on Knowledge & Data Engineering, 2016:1-1. (SCI, IF= 2.476)

[4]     Zhan Bu, Zhiang Wu, Jie Cao, Yichuan Jiang, Local Community Mining on Distributed and Dynamic Networks from a  Multiagent Perspective, IEEE Transactions on Cybernetics, VOL. 46, NO. 4, pp. 986-999, 2016. (SCI, IF= 3.469)

[5]     Zhiang Wu, Zhan Bu, Jie Cao and Yi Zhuang. Discovering Communities in Multi-relational Network. Book Chapter, User  Community Discovery, Springer, 2015. (EI)

[6]     Zhiang Wu, Guangliang Gao, Zhan Bu and Jie Cao. SIMPLE: a simplifying-ensembling framework for parallel community  detection from large networks. Cluster Computing, Online, 2015. (SCI, IF= 1.510)

[7]     Liqiang Qian, Zhan Bu, Mei Lu, Jie Cao, Zhiang Wu. Extracting Backbones from Weighted Complex Networks with  Incomplete Information. Abstract and Applied Analysis (Vol. 2015). Hindawi Publishing Corporation. (EI)

[8]     卜湛,伍之昂,曹杰,朱桂祥,在线评论情感计算与博弈预测,电子学报, Online, 2015. (EI)

[9]     Zhan Bu, Chengcui Zhang, Zhengyou Xia and Jiandong Wang. A fast parallel modularity optimization algorithm (FPMQA)
 for community detection in online social network. Knowl.-Based Syst., pp. 246-259, Vol. 50, 2013. (SCI, IF= 2.947)

[10]     Zhan Bu, Chengcui Zhang, Zhengyou Xia and Jiandong Wang. An FAR-SW based Approach for Webpage Information  Extraction. Information Systems Frontiers, 16(5), 771-785. (SCI, IF= 1.077)

[11]     Zhan Bu, Zhengyou Xia, Jiandong Wang and Chengcui Zhang. A last updating evolution model for online social
 networks. Physica A: Statistical Mechanics and its Applications, pp. 2240-2247, Vol. 392, Issue. 9, 2013. (SCI, IF= 1.732)

[12]     Zhan Bu, Zhengyou Xia and Jiandong Wang. A sock puppet detection algorithm on virtual spaces.  Knowl.-Based Syst.,
 pp. 366-377, Vol. 37, 2013. (SCI, IF= 2.947)

[13]  Zhengyou Xia and, Zhan Bu. Community detection based on a semantic network. Knowl. Based Syst., pp. 30-39, Vol. 26,  2012. (SCI, IF= 2.947)

Selected Conference Paper

[1]     Zhan Bu, Zhiang Wu, Liqiang Qian, Jie Cao, Guandong Xu. A backbone extraction method with Local Search for complex  weighted networks. The 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM  2014), pp. 85-88, Beijing, China. (EI)

[2]     Guangliang Gao, Zhan Bu, Zhiang Wu, Yuan Li, Jie Cao. Efficient Parallel Community Detection in Large Edge-Intensive  Networks. 2014 Second International Conference on Advanced Cloud and Big Data (CBD). pp. 253-260. (EI)

[3]     Zhan Bu, Chengcui Zhang, Zhengyou Xia and Jiandong Wang. Current Attitude Prediction Model based on Game Theory.  The 14th International Conference on Web Information System Engineering (WISE 2013), Nanjing, Jiangsu, China, Oct. 11-13, 2013.  (EI)

[4]     Zhan Bu, Jiandong Wang, Zhengyou Xia, Chengcui Zhang. Community detection in very large dense network with parallel  strategy. The TENCON 2013 - 2013 IEEE Region 10 Conference, Xi’an, Shang Xi, China, Oct. 22-25, 2013. (EI)

[5]     Zhan Bu, and Zhengyou Xia, “A Link Analysis Model Based on Online Social Networks”, Proc. of 2011 Intl. Conf. on Web  information Systems and Mining - Volume Part II, pp. 319-326, Taiyuan, Shanxi, China, Sep 24-25, 2011. (EI)

Funds and Projects

[1]     面向金融市场走势预测的在线论坛公众情绪挖掘, 国家自然科学基金 (NSFC Grant 61502222)

[2]     融合社会化媒体信息的金融市场走势预测系统研究, 江苏省自然基金项目(Grant SBK2015042593

[3]     社会化电子商务客户多关系网络研究及应用, 江苏省自然科学基金项目(Grant 14KJB520015).

[4]     南京财经大学“青年学者支持计划”(Grant B_ZXL15001).

Community Detection Tool:

Graph CLustering framework based on wEighted modularity optiMization (GLEAM.zip).
         Cluster Formation Game based on distributed and heterogeneous multiagent system (CFG.zip).
         CAMAS: A Cluster-Aware Multiagent System (CAMAS.zip).


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