许开全

个人主页:http://bda.nju.edu.cn/users/~kxu

研究小组:http://bda.nju.edu.cn

个人简介

许开全是南京大学商学院营销与电子商务系副教授。他的研究兴趣包括移动商务、社交媒体分析和挖掘、基于最优化的数据挖掘。 其论文发表在一些知名期刊,如Management Science(MS), INFORMS Journal On Computing (JOC)等。其获得自然科学基金优秀青年项目(“优青”)、青年基金、教育部高校博士点基金等科研经费资助。此外他还获得南大商学院科研新星奖、青年骨干教师、阿里数据平台创新大赛优秀奖等奖励。他目前是期刊Electronic Commerce Research and Applications (ECRA)的领域编辑(Area Editor)、Information Systems Journal特刊的副编辑。他曾作为研发工程师在甲骨文中国研发中心工作,并获得甲骨文研发中心最佳季度员工奖。他从香港城市大学获得信息系统学博士学位,从中国海洋大学和北京理工大学获得计算机学士和硕士学位。

研究方向

  1. 移动商务
  2. 社会化媒体分析与挖掘
  3. 基于优化的数据挖掘

教学方向

  1. 大数据挖掘
  2. 商业数据科学
  3. 网络营销
  4. 管理科学
进入教师园地>>

联系方式

办公室: 鼓楼校区安中楼1719房间

电话: 86-25-83592129

邮件: xukaiquan AT nju DOT edu DOT cn

通讯地址: 中国南京市汉口路22号,南京大学商学院(邮编 210093)

主持和参与科研项目

  1. 许开全等, 2017.01~2019.12, , 主持人, 编号:71622008, 130万元
  2. 许开全等, 2014.01~2016.12, , 主持人, 编号:71301071, 23万元

公开发表论文

  1. D. Wang, J. Li, K. Xu(*), Y. Wu, 2016, "Sentiment Community Detection: Exploring Sentiments and Relationships in Social Networks", Electronic Commerce Research (ECR), DOI: 10.1007/s10660-016-9233-8
  2. K. Xu, J. Chan, A. Ghose, S. Han, 2015, "Battle of the Channels: The Impact of Tablets on Digital Commerce", Management Science (MS), DOI:mnsc.2015.2406
  3. G. Wang, J. Sun, J. Ma, K. Xu, J. Gu, 2014, "Sentiment Classification: the Contribution of Ensemble Learning", Decision Support System (DSS), 57, 77–93
  4. K. Xu, S.S. Liao, R.Y.K. Lau, J. Zhao, 2014, “Effective Active Learning Strategies for the Use of Large-Margin Classifiers in Semantic Annotation: An Optimal Parameter Discovery Perspective”, INFORMS Journal on Computing (JOC), 26(3), 461-483
  5. G. Zhou, K. Xu, S.S. liao, 2013, “Do Starting and Ending Effects in Fixed-Price Group Buying Differ?”, Electronic Commerce Research and Applications (ECRA), 12(2), 78–89
  6. G. Wang, J. Ma, L. Huang, K. Xu, 2012, “Two credit scoring models based on dual strategy ensemble trees”, Knowledge Based System (KBS), 26, 61~68
  7. B. Fang, S.S. Liao, K. Xu, H. Cheng, C. Zhu, H. Chen, 2012, “A Novel Mobile Recommender System for Indoor Shopping”, Expert Systems with Applications (ESWA), 39(15), 11992-12000
  8. K. Xu, X. Guo, J. Li, S.S. Liao, R.Y.K. Lau, 2012, “Discovering Target Groups in Social Networking Sites: an Effective Method for Maximizing Joint Influential Power”, Electronic Commerce Research and Applications (ECRA), 11(4), 318-334
  9. K. Xu, J. Li, Y. Song, 2012, “Identifying Valuable Customers on Social Networking Sites for Profit Maximization”, Expert Systems with Applications (ESWA), 39(17), 13009-13018
  10. K. Xu, W. Wang, J.S. Ren, J. Xu, L. Liu, S.S. Liao, 2011, “Extracting Consumer Comparison Opinions to Uncover Product Strengths and Weaknesses”, International Journal of Intelligent Information Technologies (IJIIT), 7(1), 1~14
  11. R.Y.K. Lau, S.S. Liao, K. Ron, K. Xu, Y. Xia, Y. Li, 2011, “Text mining and probabilistic language modeling for online review spam detection”, ACM Transactions on Management Information Systems (TMIS), 2(4)
  12. S.S. Wang, K. Xu, L. Liu, B. Fang, S.S. Liao, HQ Wang, 2011, “An ontology based framework for mining dependence relationships between news and financial instruments”, Expert Systems with Applications (ESWA), 38(10), 12044–12050
  13. K. Xu, S.S. Liao, J. Li, Y. Song, 2011, “Mining Comparative Opinions From Customer Reviews for Competitive Intelligence”, Decision Support System (DSS), 50, 743-754
  14. L. Liao, K. Xu, S.S. Liao, 2005, “Constructing intelligent and open mobile commerce using a semantic web approach”, Journal of Information Science (JIS), 31(5), 407–419

浏览方式