1969年9月生,江蘇泰州人,中共黨員,工學博士,教授。現任伟德 官网信息工程學院院長,國家級電子商務信息處理國際聯合研究中心主任,江蘇省電子商務重點實驗室(伟德 官网)主任,江蘇省商務軟件工程技術研究中心主任,江蘇省糧食物聯網工程技術研究中心主任。
兼任2013-2017年教育部電子商務類專業教學指導委員會委員,科技部高新領域國家科技計劃網評專家,商務部電子貿易産業技術創新戰略聯盟副理事長,江蘇省青年聯合會委員,江蘇省中小企業信息化推進工程咨詢專家組成員,南京市電子商務協會副理事長。南京理工大學計算機科學與技術博士生導師,ACM、CCF會員。
一、研究領域
主要研究方向為商務智能、電子商務推薦系統、數據挖掘基礎理論、電子商務平台支撐技術。近年來主持國家自然基金、國家科技支撐計劃、國家軟科學、國際合作項目、國家科技攻關子課題等國家級項目10餘項,江蘇省科技支撐計劃、省教育廳高校自然科學基金重大項目等省市級項目20餘項,及橫向課題30餘項。在TSMCB、SIGKDD、Information Sciences、WWWJ、KAIS、SigPro、JSS、JCSS、RecSys 等國内外期刊和會議上發表論文100餘篇,其中20 篇被SCI 索引,40 餘篇被EI 索引。在科學出版社出版25 萬字專著1 部,獲省市科技獎項6 項,其中江蘇省科技進步二等獎1 項,三等獎1 項,南京市科技進步三等獎2 項,南京市優秀軟件二、三等各1 項。申報國家專利46 項,已獲得授權國家發明專利6 項、實用新型5 項。
二、工作經曆
2014/07 - 至今,任伟德 官网信息工程學院院長;
2013/09 - 至今,任國家級電子商務信息處理國際聯合研究中心主任;
2009/07 - 至今,任伟德 官网電子商務省級重點實驗室主任;
2006/07-2009/06,任伟德 官网電子商務省級重點實驗室副主任;
2002/12-2006/06,伟德 官网電子商務系工作;
1998/04-1999/09,揚州亞星客車廠計算機中心工作;
1992/08-1996/09,金陵石化化工二廠工作;
三、教育研究經曆
2012/08-2012/10,澳大利亞維多利亞大學,應用信息學研究中心,訪問學者;
2003/02-2007/09,東南大學,控制工程,博士後;
1999/09-2002/12,東南大學,制造業自動化,博士;
1996/09-1998/12,東南大學,系統工程,碩士;
1990/09-1993/06,南京理工大學,電氣自動化專業;
四、學術兼職
ADMA 2012國際會議本地主席
國際會議 WISE 2013 大會聯合主席
國際會議 ASONAM 2014 Industry Track 主席
國際期刊 WWWJ 編委
APWeb 2012 Workshop (The 2nd International Workshop on MobileBusiness Collaboration),Workshop 主席
國際國内期刊的審稿人:
IEEE Transactions on Knowledge and Data Engineering (TKDE)
IEEE Transactions on Cybernetics
World Wide Web Journal
Knowledge and Information Systems
Information Sciences
電子學報
計算機集成制造系統
五、榮譽稱号
2010年,江蘇省有突出貢獻中青年專家
2010年,江蘇省“電子商務”科技創新團隊學術帶頭人
2009年,江蘇省“333高層次人才培養工程”中青年科學技術帶頭人
2007年,教育部“新世紀優秀人才支持計劃”培養對象
2006年,江蘇省“六大人才高峰”高層次人才培養對象
2005年,江蘇省“青藍工程”優秀青年骨幹教師
六、代表性文章
[1] Cao Jie, Wu Zhiang, Wu Junjie, and Xiong Hui. SAIL: Summation-bAsed Incremental Learning for Information-Theoretic Text Clustering. IEEE Transactions on Cybernetics, 43(2): 570-584 (2013).
[2] Wu Zhiang, Wu Junjie, Cao Jie, and Tao Dacheng. HySAD: A Semi-Supervised Hybrid Shilling Attack Detector for Trustworthy Product Recommendation. The 18th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2012), Beijing, China, August, 2012, pp. 985-993.
[3] Cao Jie, Wu Zhiang, Wang Youquan and Zhuang Yi. Hybrid Collaborative Filtering Algorithm for Bidirectional Web Service Recommendation, Knowledge and Information Systems, 36(3): 607-627, 2013.
[4] Wu Zhiang, Cao Jie*, Tao Haicheng and Zhuang Yi. A Novel Noise Filter based on Interesting Pattern Mining for Bag-of-features Images.Expert Systems with Applications, 40(18): 7555-7561, 2013.
[5] Wu Zhiang, Cao Jie, Wu Junjie, Wang Youquan and Liu Chunyang. Detecting Genuine Communities from Large-Scale Social Networks: A Pattern-Based Method.The Computer Journal, Accepted, 2013 (forthcoming).
[6] Cao Jie, Wu Zhiang. An Improved Protocol for Deadlock and Livelock Avoidance Resource Co-allocation in Network Computing. World Wide Web Journal: Internet and Web Information Systems, 13(3):373-388, 2010.
[7] Cao Jie, Wu Zhiang, Mao Bo, and Zhang Yanchun. Shilling Attack Detection Utilizing Semi-supervised Learning Method for Collaborative Recommender System. World Wide Web Journal: Internet and Web Information Systems, 16(5-6): 729-748, 2013.
[8] He Jing, Zhang Yanchun, Huang Guangyan, Shi Yong, and Cao Jie. Distributed Data Possession Checking for Securing Multiple Replicas in Geographically-Dispersed Clouds, Journal of Computer and System Sciences (JCSS), 78: 1345-1358, 2012.
[9] Cao Jie, Wu Zhiang, Wu Junjie, and Liu Wenjie.Towards Information-Theoretic K-means Clustering for Image Indexing. Signal Processing,93(7): 2026-2037 (2013).
[10] Zhao Yanchang, Cao Jie, Zhang Chengqi, Zhang Shichao. Enhancing Grid-Density Based Clustering for High Dimensional Data. Journal of Systems & Software, 84(9): 1524-1539 (2011).
[11] Cao Jie, Wu Zhiang, Zhuang Yi, Mao Bo, and Yu Zeng. A Novel Collaborative Filtering Using Kernel Methods for Recommender Systems, Chinese Journal of Electronics, 21(4): 609-614, 2012.
[12] Wu Zhiang, Cao Jie, Mao Bo, and Wang Youquan. Semi-SAD: Applying Semi-supervised Learning to Shilling Attack Detection. The 5th ACM Conference on Recommender Systems (RecSys 2011), Chicago, IL, USA, October, 2011, page: 289-292.
[13] Wu Junjie,Liu Hongfu,Xiong Hui,Cao Jie. A Theoretic Framework of K-means-based Consensus Clustering. 23rd International Joint Conference on Artificial Intelligence (IJCAI 2013).
[14] Wu Zhiang, Cao Jie and Fang Changjian. Data Cloud for Distributed Data Mining via Pipelined MapReduce. The 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS) Workshop on Agents and Data Mining Interaction (ADMI), Taipei, Taiwan, May, 2011, page: 316-330.
[15] Wu Zhiang, Cao Jie and Wang Youquan. Dynamic Advance Reservation for Grid System using Resource Pools. IFIP Network and Parallel Computing (NPC 2011). Changsha, China, October, 2011, LNCS 6985, page: 123-134.
[16] Wu Zhiang, Mao Bo and Cao Jie. MRGIR: Open Geographical Information Retrieval using MapReduce. The 19th International Conference on GeoInformatics (GeoInformatics 2011), Shanghai, China, June, 2011.
[17] Hu Haoran, Wu Zhiang, Mao Bo, Zhuang Yi, Cao Jie, and Pan Jingui. Pick-up Tree based Route Recommendation from Taxi Trajectories. The 13th International Conference on Web-Age Information Management (WAIM 2012), LNCS 7418, pp. 471-483, 2012.
[18] Mao Bo, Wu Zhiang, Cao Jie. A framework of online spatial-temporal data visualization based on HTML5, ISPRS Archives Volume XXXIX-B2, 2012 Page(s) 123-127.
[19] Fang Changjian, Mao Bo, Cao Jie, Wu Zhiang.Exploiting Space-time Status for Service Recommendation. APWeb 2012 Workshop, The 3rd International Workshop on Mobile Business Collaboration (MBC 2012), April 11-13, 2012, LNCS 7234, pp. 245-256, Kunming, China.
[20] Wang Youquan, Wu Zhiang, Cao Jie, and Fang Changjian. Towards a Tricky Group Shilling Attack Model against Recommender Systems. The 8th International Conference on Advanced Data Mining and Applications (ADMA 2012), December 15-18, 2012, LNAI 7713, pp. 675-688, Nanjing ,China.
[21] Mao Bo, Cao Jie, Wu Zhiang, Huang Guangyan, and Li Jingjun. Predicting Driving Direction with Weighted Markov Model. The 8th International Conference on Advanced Data Mining and Applications (ADMA 2012), December 15-18, 2012, LNAI 7713, pp. 407-418, Nanjing ,China.
[22] Cao Jie, Wu Zhiang, and Wu Junjie. Community Extraction from Massive Social Networks. Business Intelligence in E-Commerce Workshop (BPS 2012), in conjunction with International Conference on Information Systems (ICIS 2012), Dec. 15, Orlando, Florida, USA.
[23] Wu Zhiang, Yin Wenpeng, Cao Jie*, Xu Guandong and Cuzzozrea Alfredo.Community Detection in Multi-relational Social Networks. The 14th International Conference on Web Information System Engineering (WISE 2013), LNCS 8181: 43-56.
[24] Wu Zhiang, Tao Haicheng, Wang Youquan, Fang Changjian and Cao Jie*.A Cloud System for Community Extraction from Super-large Scale Social Networks. The 14th International Conference on Web Information System Engineering (WISE 2013), LNCS 8181: 499-502.
[25] Wang Yaqiong, Liu Hongfu, Lin Hao, Wu Junjie, Wu Zhiang, and Cao Jie.SEA: a system for event analysis on Chinese tweets. The 19th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2013), Chicago, IL, USA, August 2013, pp. 1498-1501.
[26] Cao Jie, Wu Zhiang, Wu Junjie. Scaling Up Cosine Interesting Pattern Discovery: A Depth-First Method. Information Sciences, Available online 16 January 2014.
[27] 伍之昂, 曹傑, 王有權. 一種改進的死鎖和活鎖避免資源聯合分配協議. 電子學報, 2011, Vol. 39(11):2589-2596.
[28] 伍之昂, 莊毅, 王有權, 曹傑. 基于特征選擇的推薦系統托攻擊檢測算法. 電子學報, 2012, Vol. 40(8): 1687-1693.
[29] Cao Jie, Wu Zhiang*, Zhuang Yi, Mao Bo, and Yu Zeng. A Novel Collaborative Filtering Using Kernel Methods for Recommender Systems, Chinese Journal of Electronics, 21(4): 609-614, 2012.
[30] 劉文傑, 伍之昂*, 曹傑, 潘金貴. 基于成對約束Info-Kmeans聚類的圖像索引方法. 通信學報, 2013, Vol. 34(7).
七、獲獎情況
2009年,“面向分布式異源數據匹配的協同軟件開發及應用”獲江蘇省科技進步二等獎,排名第一;
2008年,“電子商務實驗教學公共平台”獲南京市科技進步三等獎,排名第一;
2007年,“基于銀行卡和VIP管理集成的現代商業POS/MIS系統”獲江蘇省科技進步三等獎,排名第一;
2005年,“現代商業管理信息系統”獲南京市科技進步三等獎,排名第一。