近期论文
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期刊论文
Dandan Qiao, Shun-Yang Lee, Andrew B. Whinston, Qiang Wei, Mitigating the Crowding-out Effect of Monetary Incentive on Voluntary Contributions, Journal of Management Information Systems, forthcoming..
Xunhua Guo, Guoqing Chen, Cong Wang, Qiang Wei*, Zunqiang Zhang, Calibration of Voting-based Helpfulness Measurement for Online Reviews: An Iterative Bayesian Probability Approach, INFORMS Journal on Computing, 33 (1), pp. 246-261, Winter 2021.
陈国青，张瑾，王聪，卫强，郭迅华，“大数据-小数据”问题：以小见大的洞察，《管理世界》，2021年第2期，第203-213页。
Dandan Qiao, Shun-Yang Lee, Andrew B. Whinston, Qiang Wei, Financial Incentives Dampen Altruism in Online Prosocial Contributions: A Study of Online Reviews, Information Systems Research, vol. 31(4), pages 1361-1375, December 2020.
陈国青, 卫强, 郭迅华, "大数据环境下的决策范式转变与使能创新", 管理世界, 2期, 36卷, 95-105+220页, 2020
Ye, Qiongwei, Luo, Yumei, Guoqing Chen, Xunhua Guo, Qiang Wei, Tan, Shuyan, "Users Intention for Continuous Usage of Mobile News Apps: the Roles of Quality, Switching Costs, and Personalization", Journal of Systems Science and Systems Engineering, Vol.28, No.1, pp.91-109, 2019
Guan, Yue, Qiang Wei, Guoqing Chen, "Deep learning based personalized recommendation with multi-view information integration", Decision Support Systems, 118No., pp.58-69, 2019
Li, Quan, Qiang Wei, "Mobility's impact on society - The China story", Journal of the Institute of Telecommunications Professionals, 13No., pp.35 -38, 2019
Xunhua Guo, Guoqing Chen, Qiang Wei, "Identifying Complements and Substitutes of Products: A Neural Network Framework Based on Product Embedding", ACM Transactions on Knowledge Discovery from Data, Vol.13, No.3, pp.1-29, 2019
Wei Huang, Xia Liu, Qiang Wei, Xin Xu, "Product Crisis Management Model Innovation Based on Big Data ", Management Review, 7(31), pp.45-55, 2019
Cong Wang, Guoqing Chen, Qiang Wei, "A Temporal Consistency Method for Online Review Ranking", Knowledge-Based Systems, 143No., pp.259-270, 2018
Guoqing Chen, Cong Wang, Mingyue Zhang, Qiang Wei, Baojun Ma, "How "Small" Reflects "Large"? — Representative Information Measurement and Extraction", Information Sciences, No. 460/461, pp.519-540, 2018
Guoqing Chen, Gang Wu, Yuandong Gu, Benjiang Lu, Qiang Wei, " The challenges for big data driven research and applications in the context of managerial decision-making：Paradigm shift and research directions", Journal of Management Sciences in China, 7(21), pp.1-10, 2018
Dandan Qiao, Jin Zhang, Qiang Wei, Guoqing Chen, "Finding Competitive Keywords from Query Logs to Enhance Search Engine Advertising", Information & Management, Vol.54, No.4, pp.531-543, 2017
Xunhua Guo, Qiang Wei, Guoqing Chen, Jin Zhang, Dandan Qiao, "Extracting Representative Information on Intra-organizational Blogging Platforms", Management Information Systems Quarterly (MISQ), Vol.41, No.4, pp.1105–1127, 2017
Baojun Ma, Qiang Wei, Guoqing Chen, Jin Zhang, Xunhua Guo, "Content and Structure Coverage: Extracting a Diverse Information Subset", INFORMS Journal on Computing, Vol.4, No.29, pp.660, 2017
Yue Ma, Guoqing Chen, Qiang Wei, "Finding Users Preferences from Large-Scale Online Reviews for Personalized Recommendation", Electronic Commerce Research, No.10, pp.1-27, 2016
Zunqiang Zhang, Guoqing Chen, Xunhua Guo, Qiang Wei, "Providing Consistent Opinions from Online Reviews: A Heuristic Stepwise Optimization Approach", INFORMS Journal on Computing, Vol.28, No.2, pp.236-250, 2016
Hao Wang, Xunhua Guo, Mingyue Zhang, Qiang Wei, Guoqing Chen, "Predicting the Incremental Benefits of Online Information Search for Heterogeneous Consumers", Decision Sciences, Vol.47, No.5, pp.957-988, 2016
Qiang Wei, Dandan Qiao, Jin Zhang, Guoqing Chen, Xunhua Guo, "A novel bipartite graph based competitiveness degree analysis from query logs", ACM Transactions on Knowledge Discovery from Data, Vol.11, No.2, pp.1-25, 2016
Qiang Wei, Guoqing Chen, Stock price prediction and trading strategy design based on investors＇ attention： Cross patterns perspective between stocks, Systems Engineering—Theory＆Practice, 6(36), pp.1361-1371, 2016
Hao Wang, Xunhua Guo, Mingyue Zhang, Qiang Wei, Guoqing Chen, Predicting the Incremental Benefits of Online Information Search for Heterogeneous Consumers, Decision Sciences, accepted.
Zunqiang Zhang, Guoqing Chen, Jin Zhang, Xunhua Guo, Qiang Wei, Providing Consistent Opinions from Online Reviews: A Heuristic Stepwise Optimization Approach, INFORMS Journal on Computing, Vol. 28, No. 2, pp. 236-250, Spring 2016.
Ming Ren, Qiang Wei, Shuangjie Wang, Guoqing Chen, Providing an Effective Group-Buying Aggregation Service: A Data Driven Approach, Journal of Enterprise Information Management, Vol. 3, No. 27, pp. 302-315, 2014.
Jin Zhang, Qiang Wei, Guoqing Chen, A Heuristic Approach for lambda-Representative Information Retrieval from Large-Scale Data, Information Sciences, Vol. 277, pp.82, 2014
Hao Wang, Qiang Wei, Guoqing Chen, From Clicking To Consideration: A Business Intelligence Approach To Estimating Consumers' Consideration Probabilities, Decision Support Systems, Vol. 56, pp. 397-405, 2013
Ming Ren, Guoqing Chen, Qiang Wei, Conceptual Modeling of Cardinality Constraints in Social Publishing, International Journal of Intelligent Systems, No. 27, pp. 837-857, 2012
Baojun Ma, Qiang Wei, Measuring the Coverage and Redundancy of Information Search Services on E-Commerce Platforms, Electronic Commerce Research and Applications, Vol. 11, pp. 560-569, 2012
Jin Zhang, Qiang Wei, Guoqing Chen, An Efficient Incremental Method for Generating Equivalence Groups of Search Results in Information Retrieval and Queries, Knowledge-Based Systems, No. 32, pp.91-100, 2012
Guoqing Chen, Yixi Xiong, Qiang Wei, Constructing a Fuzzy Associative Classifier from Large Datsets, International Journal of Uncertainties, Fuzziness and Knowledge-Based Systems, 2011, accepted.
Jin Zhang, Qiang Wei, Guoqing Chen, An Efficient Incremental Method for Generating Equivalence Groups of Search Results in Information Retrieval and Queries, Knowledge-Based Systems, DOI: 10.1016/j.knosys.2011.08.013, 2011, to appear.
Baojun Ma, Qiang Wei, Guoqing Chen, A Combined Measure for Representative Information Retrieval in Enterprise Information Systems, Journal of Enterprise Information Management, Vol. 24, No. 4, pp. 310-321, 2011.
Xing Zhang, Guoqing Chen, Qiang Wei, Building a Highly-Compact and Accurate Associative Classifier, Journal of Applied Intelligence, 10.1007/s10489-009-0181-z, Vol. 34, Issue 1, pp. 74-86, 2011.
Xiaoxiao Kong, Qiang Wei, Guoqing Chen, An Approach to Discovering Multi-Temporal Patterns in Large-Scale Temporal Financial Databases, Information Sciences, Volume 180, Issue 6, pp. 873-885, 2010.
Qiang Wei，阮楠，单艺，网络展示广告位置对点击率CTR影响的实证研究，信息系统学报，第4卷第1辑：43-52。
Qiang Wei, Guoqing Chen, Xiaocang Zhou, "Properties and Pre-Processing Straregies to Enhance the Discovery of Functional Dependency with Degree of Satisfaction", Control and Cybernetics , 2, pp. 367, 2009
卫强，周晓沧，“基于属性预扫描的不确定性函数依赖挖掘”，清华大学学报(自然科学版)，2009 年 06期
Vilem Novak, Irina Perfilieva , Antonio Dvorak, Guoqing Chen, Qiang Wei, Peng Yan, "Mining Pure Linguistic Association from Numerical Data", International Journal of Approximate Reasoning, 48, pp. 4-22, 2008
Guoqing Chen, Hongyan Liu, Lan Yu, Qiang Wei, Xing Zhang, "A New Approach to Classification Based on Association Rule Mining", Decision Support Systems, 2006, 42, pp. 674-689.
Qiang Wei, Guoqing Chen, Efficient Discovery of Functional Dependencies with Degrees of Satisfaction, International Journal of Intelligent Systems, Vol. 19, pp. 1089 – 1110, 2004.
Guoqing Chen, Qiang Wei, Fuzzy Association Rules and the Extended Mining Algorithms, Information Sciences, Vol. 147, pp. 201-228, 2002.
Guoqing Chen, Qiang Wei, De Liu, Geert Wets, Simple Association Rules (SAR) and the SAR-Based Rule Discovery, Journal of Computers & Industrial Engineering, Vol. 43, pp. 721-733, 2002.
专著
Zunqiang Zhang, Qiang Wei, Guoqing Chen, Estimating Online Review Helpfulness with Probabilistic Distribution and Confidence, Foundations and Applications of Intelligent Systems, 411-420, Vol. 213 of the series Advances in Intelligent Systems and Computing, Springer-Verlag Berlin Heidelberg, November 2014.
陈国青，卫强，张瑾，教材，《商务智能原理与方法》，电子工业出版社，2014年8月，第二版。
杨德礼，胡祥培，孔祥维，刘红岩，卫强，专著，《新兴电子商务——商务智能方法与服务知识管理》，清华大学出版社，2013年10月，第一版。
Guoqing Chen, Yixi Xiong, Qiang Wei, A fuzzy extension to compact and accurate associative classification, in Studies in Fuzziness and Soft Computing, Cornelis C., Shi Y., Schockaert S., Nachtegael M., Deschrijver G. (eds), Volune 261, 2010, pp. 171-193.
Guoqing Chen, Peng Yan, Qiang Wei, "Discovering Associations with Uncertainty from Large Databases, in Recent Advances in Decision Making, book series of Studies in Computational Intelligence 222", Springer, 2009.
陈国青，卫强，商务智能原理与方法，电子工业出版社，2009
卫强，陈国青，《管理系统模拟》第一版，高等教育出版社，2008
Qiang Wei, Guoqing Chen, Xiaocang Zhou, "Optimized Algorithm of Discovering Functional Dependencies with Degrees of Satisfaction Based on Attribute Pre-Scanning Operation", accepted by IFSA 2007 post-volume, to appear.
Guoqing Chen, Qiang Wei, E.E. Kerre, "Fuzzy Logic in Discovering Associations: An Overview, In Evangelos Triantaphyllou & Giovanni Felici (eds.), Data Mining and Rule Induction", Kluwer Academic Publishers, USA, 2006, pp. 459 – 493..
会议论文
Yichen Chen,Yao Mu,Qiang Wei,Guoqing Chen,Xunhua Guo, "A Two-Sided Matching and Diversity-Enhanced Method for Job Recommendation with Employer Behavioral Data",FLINS2020,2020
Qiang Wei,Xiaowei Shi,Quan Li,Guoqing Chen, "Enhancing Customer Satisfaction Analysis with a Machine Learning Approach: From a Perspective of Matching Customer Comment and Agent Note",Proceedings of the HICSS2020,2020
ong Wang, Guoqing Chen, Qiang Wei, Guannan Liu, Xunhua Guo, "Personalized Promotion Recommendation Through Consumer Experience Evolution Modeling", IFSA2019/NAFIPS2019, 2019
Weijie Jiang, Zachary Pardos, Qiang Wei, "Goal-based Course Recommendation", The 9th International Learning Analytics and Knowledge Conference (LAK 2019), 2019
Yue Guan, Yong Tan, Qiang Wei, Guoqing Chen, "The Dark Side of Images: Effect of Customer Generated Images on Product Assessment", ICIS2019, 2019
Yue Guan, Qiang Wei, Guoqing Chen, Xunhua Guo, "Modeling Implicit Feedback and Latent Visual Features for Machine-Learning Based Recommendation", EUSFLAT2019, 2019
Yao Mu, Qiang Wei, Guoqing Chen, Xunhua Guo, "An Iterative Multi-Criteria Optimization of Product Snippets Enhanced by Feature Extraction from Online Reviews", FLINS2018, pp.1-5, 2018
Baojun Ma, Qiang Wei, Guoqing Chen, Qiongwei Ye, "Extracting a diverse information subset by considering information coverage and redundancy simultaneously", FLINS2018, pp.6-10页, 2018
Weijie Jiang, Qiang Wei, Guoqing Chen, "A Dynamic Bayesian Network based Collaborative Filtering Model for Multi-stage Recommendation", EUSFLAT2017, 2017
Yue Ma, Guoqing Chen, Qiang Wei, "An Interval Type-2 Fuzzy Model for Review Topic based Recommendation", IFSA-SCIS2017, 2017
Dandan Qiao, Shun-Yang Lee, Andrew B. Whinston, Qiang Wei, "Incentive Provision and Pro-Social Behaviors", Hawaii International Conference on System Sciences (HICSS 2017), 2017
Xin Xu, Yilin Li, Yiting Guo, Qiang Wei, "Make the Business Case for Data Analytics: Design a Customer Emotion Management System in Call Centers", International Conference on Information Systems, 2017
Dandan Qiao, Shun-Yang Lee, Andrew B. Whinston, Qiang Wei, "Applying Financial Incentives in Online Pro-Social Contexts: Crowding-out Effects and Overcoming Strategies", International Conference on Information Systems Doctoral Consortium 2017, 2017
Dandan Qiao, Shun-Yang Lee, Andrew B. Whinston, Qiang Wei, "Overcoming the Crowding-Out Effect of Monetary Incentive on Pro-Social Behavior", International Conference on Information Systems 2017, 2017
Dandan Qiao, Shun-Yang Lee, Andrew B. Whinston, Qiang Wei, "Crowding-Out Effect Mitigation through Intervention Strategies", INFORMS Conference on Information Systems and Technology (CIST) 2017, 2017
Zhen Fang, Xinyi Zhao, Qiang Wei, Guoqing Chen, Yong Zhang, Chunxiao Xing, Weifeng Li, Hsinchun Chen, "Exploring Key Hackers and Cybersecurity Threats in Chinese Hacker Communities", IEEE ISI 2016, 2016
Dandan Qiao, Shun-Yang Lee, Andrew B. Whinston, Qiang Wei, "Crowding-out and Overjustification Effects on Pro-Social Behaviors: Evidence from Millions of Online Reviews", Workshop on Information Technology and Systems (WITS 2016), 2016
Qiang Wei, Jiaqi Wang, Guoqing Chen, Xunhua Guo, "Generating Competitive Intelligence Digests with a LDA-Based Method: A Case of BT Intellact", Human Computer Interaction International Conference (HCII2016), Toronto, Canada, July 17-22016
Qiang Wei, "Competitive Intelligence Analytics in the Big Data Context", CISIM2016, Vilnius, Lithuania, September 14-16, 2016, 2016
Qiang Wei, Xian Zhao, Changyu Wang, Guoqing Chen, , "Finding Temporal Associative Patterns of Web Search with Stock Price Movements for Trading Strategy Design", FUZZ-IEEE 2016, Vancouver, Canada, July 25-29, 2016, 2016
Guoqing Chen, Cong Wang, Qiang Wei, Xunhua Guo, , "A Method for Time-Aware Online Review Consistency Ranking", FLINS2016, ENSAIT, Roubaix, France, August 24-26, 2016., 2016
Guoqing Chen, Cong Wang, Qiang Wei, Xunhua Guo, A Method for Time-Aware Online Review Consistency Ranking, FLINS2016, ENSAIT, Roubaix, France, August 24-26, 2016.
Qiang Wei, Xian Zhao, Changyu Wang and Guoqing Chen, Finding Temporal Associative Patterns of Web Search with Stock Price Movements for Trading Strategy Design, FUZZ-IEEE 2016, Vancouver, Canada, July 25-29, 2016.
Qiang Wei, Jiaqi Wang, Guoqing Chen, Xunhua Guo, Generating Competitive Intelligence Digests with a LDA-Based Method: A Case of BT Intellact, Human Computer Interaction International Conference (HCII2016), Toronto, Canada, July 17-22,2016
刘东亮, 乔丹丹, 卫强, 陈国青, Online comment usefulness estimation based on trust relationship中国信息经济学会2015年学术年会, 中国北京，10月31日-11月1日，2015
李佳林, 卫强, 基于在线评论的商品标题优化研究——以淘宝网为例，信息系统协会中国分会第六届学术年会（CNAIS2015），pp. 315-323, 中国济南，10月23日-10月25日，2015
Mingyue Zhang, Guoqing Chen, Qiang Wei, Discovering Consumers’ Purchase Intentions Based on Mobile Search Behaviors, FQAS2015, Oct. 26-28, Cracow, Poland, 2015
Zhang Z.Q., Ma Y., Guoqing Chen, Qiang Wei, Extending associative classifier to detect helpful online reviews with uncertain classes, 16th World Congress of the International-Fuzzy-Systems-Association (IFSA) / 9th Conference of the European-Society-for-Fuzzy-Logic-and-Technology, 2015 (SCI检索)
Zhang Z.Q., Ma Y., Guoqing Chen, Qiang Wei, Extending Associative Classifier to Detect Helpful Online Reviews with Uncertain Classes, IFSA-EUSFLAT2015, June 30 – July 3, Gijón, Asturias (Spain), 2015
Dandan Qiao, Qiang Wei, Jin Zhang, Guoqing Chen, A Bipartite Graph Based Competitiveness Degrees Analysis with Query Logs on Search Engine, IFSA-EUSFLAT2015, June 30–July 3, Gijón, Asturias (Spain), 2015 (SCI检索)
卫强，大数据环境下代表性信息测度设计与提取方法研究，中国模糊数学与模糊系统第十七届学术会议，8月23日－27日，中国北京，2014
Changyu Wang, Qiang Wei, Xunhua Guo, Guoqing Chen, A Study on After-Temporal Association between Online Search Volume and Stock Price with an Intelligent Atarii Method, Proceedings of the 11th International FLINS Conference, 2014
Qiang Wei, Ming Ren, Jiawei Lei, How Can Product Text Snippets Benefit from Online Customer Reviews?, PACIS 2014 Proceedings, 2014
Hua Yuan, Yu Qian, Baojun Ma, Qiang Wei, From Trajectories to Path Network: An Endpoints-Based GPS Trajectory Partition and Clustering Framework, Proceedings of WAIM 2014, 2014 (EI检索)
Yumei He, Xunhua Guo, Guoqing Chen, Qiang Wei, Growth of the Fitter: Evolutionary Growth Paths and Firm Size of Start-Ups in E-Markets, PACIS 2014 Proceedings, 2014
Mingyue Zhang, Xunhua Guo, Guoqing Chen, Qiang Wei, Predicting Consumer Information Search Benefits for Personalized Online Product Ranking: A Confidence-Based Approach, PACIS 2014 Proceedings, 2014
Ying Wei, Qiang Wei, Jin Zhang, From Query Log to Competitive Advertising: A Business Intelligence Method for Elaborating Consideration Set of Keywords, The 2013 International Conference on Management Science and Engineering, 2013 (EI检索)
Yue Ma, Guoqing Chen, Qiang Wei, A Novel Fuzzy Associative Classifier Based on Information Gain and Rule-Covering, Proceedings of 2013 Joint IFSA World Congress and NAFIPS Annual Meeting, 2013 (EI检索)
Jin Zhang, Qiang Wei, Guoqing Chen, Finding an lambda-Representative Subset from Massive Data, Proceedings of 2013 Joint IFSA World Congress and NAFIPS Annual Meeting, 2013 (EI检索)
Zunqiang Zhang, Qiang Wei, Guoqing Chen, Estimating Review Helpfulness with Probabilistic Distribution and Confidence, ISKE2012 International Conference, 2012(ISTP检索)
Ming Ren, Qiang Wei, Decomposing Relation Schemes of Group-Buying Aggregators in E-Commerce: A Reverse Engineering Approach, FLINS2012 International Conference, 2012(ISTP检索)
Qiang Wei, Jin Zhang, Guoqing Chen, Xunhua Guo, A Substitute Keyword Suggestion Method for Search Engine Advertising, FLINS2012 International Conference, 2012(ISTP检索)
卫强, 李玮, 任明, 一种新型替代相关性关键字推荐方法, 信息系统协会中国分会第四届学术年会（CNAIS2011）论文集，pp. 478-483, 2011
Hao Wang, Xunhua Guo, Qiang Wei, Guoqing Chen, Providing a Service for Interactive Online Decision Aids through Estimating Consumers Incremental Search Benefits, Proceedings of the Thirty Second International Conference on InformationSystems (ICIS2011), pp.10, 2011
Nan Zhang, Xunhua Guo, Fang Wang, Guoqing Chen, Qiang Wei, Task-Technology Fit in Mobile Work: Exploring the Links between Task Attributes and Technology Characteristics, Proceedings of the 10th International Conference on Mobile Commerce (ICMB2011), 2011 (EI检索)
Baojun Ma, Hua Yuan, Qiang Wei, A comparison study of clustering models for online review sentiment analysis, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v 7923 LNCS, Web-Age Information Management - 14th I
Qiang Wei, Wei Li, Yaoqiang Chen, Regional Analysis on Chinese Internet Ads with Click-Through Rates, The 2010 International Conference on E-Business Intelligence (ICEBI2010), Kunming, China, Dec. 19-21, to appear. (ISTP检索)
Baojun Ma, Qiang Wei, Guoqing Chen, A Combined Measure for Representativeness on Information Retrieval in Web Search, FLINS2010, Chengdu, China, Aug. 2- 4, 2010, pp.. (EI/ISTP检索)
Jin Zhang, Qiang Wei, Guoqing Chen, Extending Representative Information Extraction based on Fuzzy Classification, FLINS2010, Chengdu, China, Aug. 2- 4, 2010, pp.. (EI/ISTP检索)
Jin Zhang, Qiang Wei, Guoqing Chen, An Incremental Approach to Efficiently Retrieving Representative Information for Mobile Search on Web, ICMB2010, Athens, Greece, June 13 – 15, 2010. (EI检索)
Xiaohui Tang, Guoqing Chen, Qiang Wei, "Introducing Relation Compactness for Generating a Flexible Size of Search Results in Fuzzy Queries", IFSA/EUSFLAT09 World Congress, Lisbon, Portugal, 2009
Li Zhang, Qiang Wei, Guoqing Chen,"A Hash-Based Approach for Effective Discovery of During Relationships in Temporal Data", APCIM2009, Beijing, China , 2009
Ming Ren, Fei Li, Qiang Wei, "Personalized Recommendation using Association Rule Mining in Neighborhood", APCIM2009, Beijing, China , 2009
Qiang Wei, Ming Ren, Guoqing Chen, "Towards Understanding Dynamics of Mobile Phone Worm Propagation using Social Network Analysis", ICMB2009 Conference, Dalian, Liaoning, China, 2009
Xiaohui Tang, Guoqing Chen, Qiang Wei,"Computational Intelligence in Decision and Control", Proceedings of the 8th FLINS Conference, D. Ruan, J. Montero, J. Lu, L. Martínez, P. D'hondt, E.E. Kerre eds., Madrid, Spain, Sept. 2008.
Qiang Wei, Guoqing Chen, "Optimized Algorithm of Discovering Functional Dependencies with Degrees of Satisfaction based on Attribute Pre-Scanning Operation", Proceedings of IFSA2007 Conference, 2007
Qiang Wei, Guoqing Chen, "Optimized Algorithm of Discovering Functional Dependencies with Degrees of Satisfaction, in Applied Artificial Intelligence", Proceedings of the 7th FLINS Conference, Genova, Italy, August, 2006, pp. 169-176.
Books
陈国青，刘红岩，徐心，卫强，易成，“基于大数据的商务智能与模式创新研究”，科学出版社，2020
受邀报告
Keynote speech, How Digital Changes the World – From Big Data to Big Value, Total China M&S Summit, Shanghai, China, May 11-12, 2016.
Invited Talk, Competitive Intelligence Analytics in the Big Data Context, 2015 Data Analytics for Market Intelligence (DAMI) Workshop, November 20th, Tsinghua University, Beijing, China.
Keynote, Representative Information Measures Design and Extraction in the Big Data Context (in Chinese), Annual Conference of China's Society of Fuzzy Mathematics and Fuzzy Systems, August 24 2014, Beijing Jiaotong University, Beijing, China.
Plenary Talk, Representative Information Measures Design and Extraction in the Big Data Context (in Chinese), Annual Conference of China's Society of Management Science and Engineering, November 1-3 2013, Capital University of Economics and Business, Beijing, China.
大会报告，长尾关键字广告与智能推荐技术，中国信息经济学院2010年第十五届学术年会，2010年11月13日，郑州。
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