许开全 - 南京大学

个人简介

南京大学商学院营销与电子商务系教授。他的研究发表在一些知名期刊，如Management Science(MS), INFORMS Journal On Computing (JOC)等。其获得教育部青年长江学者（2018-2010）、万人计划青年拔尖人才（2017年）、自然科学基金优秀青年项目（优青）（2016年）等称号和科研项目。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。教学方向 1. 大数据挖掘 2. 商业数据科学 3. 网络营销 4. 管理科学科研奖励教育部青年长江学者万人计划青年拔尖人才自然科学基金优秀青年项目（优青）科研项目 1. 自然科学基金 (“优青”基金), No. 71622008, RMB 130万, 2017.01~2019.12, 主持人 2. 自然科学基金 (青年基金), No. 71301071, RMB 23万, 2014.01~2016.12, 主持人 3. 高等教育博士点基金, No. 20120091120007, RMB 4万, 2012~2015, 主持人 4. 南京大学文科基金, RMB 2万, 2012~2013, 主持人 5. 南京大学商学院青年基金, RMB 1万, 2011~2013, 主持人

研究领域

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

近期论文

查看导师新发文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

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 会议与工作论文 1. A. Ghose, S. Han, K. Xu. Mobile Commerce in the New Tablet Economy, the International Conference on Information Systems 2013 (ICIS 2013). Milano, Italy, December 15-18, 2013. 2. K. Xu, J. Li, R.Y.K. Lau, S.S. Liao, B. Fang. An Effective Method of Discovering Target Groups on Social Networking Sites, the International Conference on Information Systems 2011 (ICIS 2011). Shanghai, China, December 4-7, 2011. 3. J.S. Ren, W. Wang, Z. Hua, K. Xu, S.S. Liao. Optimal Refactoring Policy for Agile Information Systems Maintenance: A Control Theoretic Approach, the International Conference on Information Systems 2011 (ICIS 2011). Shanghai, China, December 4-7, 2011. 4. R.Y.K. Lau, S.S. Liao, K. Xu. An Empirical Study of Online Consumer Review Spam: A Design Science Approach, the International Conference on Information Systems 2010 (ICIS 2010). St. Louis, USA, December 12 - 15, 2010 5. K. Xu, S.S. Liao, R.Y.K. Lau, S. Wang. Toward Semantic Annotation for Business Analysis: a Method for Reducing Training Samples, the International Conference on Information Systems 2009 (ICIS 2009). Phoenix, Arizona, USA, December 15-18, 2009. 6. K. Xu, S.S. Liao, R.Y.K. Lau, L. Liao and H. Tang. Self-Teaching Semantic Annotation Method for Knowledge Discovery from Text. the 42th Hawaii International Conference on System Sciences (HICSS 2009). Hawaii, USA, January 5-9, 2009.