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熊海涛 - Haitao Xiong

作者: 计算机与信息工程学院  |  发布日期:2017-03-17 17:06:35  |  阅读次数:

熊海涛,博士,北京工商大学计算机与信息工程学院信息管理系副教授。20117月毕业于北京航空航天大学经济管理学院获管理学博士学位,主要研究兴趣为大数据环境下的数据挖掘和商务智能、推荐系统等,近年来发表及录用论文10余篇。目前主持国家自然科学基金青年科学基金项目1项,北京市教育委员会科技计划面上项目1项,北京工商大学青年教师科研启动基金项目1项,横向课题多项(包括了Tripedition电子商务平台-http://www.tripedition.com,赢家网、赢家大讲堂SEO-http://www.yinghome.com等)。

 

Dr. Haitao Xiong

Associate Professor

Information Management Department

School of Computer and Information Engineering

Beijing Technology and Business University

Contact Information

Email: xionghaitao at btbu.edu.cn

Research Interests

Data Mining and Business Intelligence

Recommendation System

Education

Ph.D., Management Science and Engineering, Beihang University, Jul. 2011.

M.S., Management Science and Engineering, Beihang University, Sep. 2007.

B.E., Information Management and Information System, Beijing Information and Technology Institute, Jul. 2004.

Professional Experience

Research

Associate Professor, Information Management Department, School of Computer and Information Engineering, Beijing Technology and Business University, Oct. 2013 - Present.

Assistant Professor, Information Management Department, School of Computer and Information Engineering, Beijing Technology and Business University, Jul. 2011 - Oct. 2013.

Research Assistant, Management and Information System R&D Center, Beihang University, Sep. 2007 - Jul. 2011.

Administration

Associate Department Director, Information Management Department, School of Computer and Information Engineering, Beijing Technology and Business University, Dec. 2012 - Present.

Department Director Assistant, Information Management Department, School of Computer and Information Engineering, Beijing Technology and Business University, Jul. 2012 - Dec. 2012.

Interview

Graduate Admission Interviewer, School of Software, Beihang University, Jul. 2010 - Present.

Honors

Certificate of Scientific and Technological Achievements Completed (11th ranking, No. 360-11-23021048-11), Ministry of Education of China, 2011.

Excellent Postgraduate Student Scholarship, Beihang University, 2008 and 2009.

Excellent Minister in Graduate Students Union, School of Economics and management, Beihang University, 2007.

BITI Scholarship (3rd class), Beijing Information and Technology Institute, 2001 and 2002.

Fundings

Ongoing Project

PI, Consensus Classification and Applications in Big Data. Young Scientists Fund, granted by National Natural Science Foundation of China, No. 71201004, 2013.1 - 2015.12.

PI, Rich Information based Recommendation System and Applications in Big Data. Scientific Research Common Program of Beijing Municipal Commission of Education, No. KM201310011009, 2013.1 - 2015.12.

Participant (4th), Consensus Clustering for Heterogeneous Big Data. A Foundation for the Author of National Excellent Doctoral Dissertation of PR China, granted by Ministry of Education of China, No. 201189, 2012.1 - 2016.12.

Participant (5th), Interesting Pattern Discovery and Applications. Surface Project, granted by National Natural Science Foundation of China, No. 71171007, 2012.1 - 2015.12.

Completed Project

PI, Fraud Detection Methods and Applications for Complex Concept Data. Research Foundation for Youth Scholars, granted by Beijing Technology and Business University, No. QNJJ2011-39, 2011.10 - 2013.10.

PI, Rich Information based Recommendation System and Applications. College Students Scientific Research and Undertaking Starting Action Project, granted by Beijing Technology and Business University, No. PXM2012_014213_000067, 2012.1 - 2012.12.

● Participant (5th), The Research of Course System Construction in Digital Factory Practical Teaching Base. Instruction Reform Project, granted by Beijing Technology and Business University, No. JG115202, 2011.6 - 2012.6.

Publications

Paper Published

1.      Haitao Xiong, Chengrui Jiang, Yufeng Ren, Pan Jia. Research of Access Control Model for Mine Security Knowledge Management System. Metal Mine. 42(7): 122-125, 2013. (in Chinese)

2.      Yili Ren, Hongfu Liu, Haitao Xiong, Junjie Wu. A Noise Removal Algorithm based on Combined Local Outlier Factors. China Sciencepaper, 8(7):672-678, 2013. (in Chinese)

3.      Haitao Xiong, Junjie Wu, Hongfu Liu, Lu Liu. Towards Classification with Class Overlapping. Journal of Management Sciences in China, 16(4):8-21, 2013. (in Chinese)

4.      Haitao Xiong, Ming Li, Tongqiang Jiang, Shouxiang Zhao. Classification Algorithm based on NB for Class Overlapping Problem. Applied Mathematics & Information Sciences, 7(2L):409-415, 2013.

5.      Haitao Xiong, Tongqiang Jiang, Shouxiang Zhao. Ensemble Learning Method for Class Overlapping Problem. Journal of Information & Computational Science, 10(4):1195-1202, 2013.

6.      Haitao Xiong, Yufeng Ren, Pan Jia. A Novel Classification Approach for C2C E-Commerce Fraud Detection. International Journal of Digital Content Technology and its Applications, 7(1):504-511, 2013.

7.      Haitao Xiong, Wei Lu, Tongqiang Jiang. Rare Class Analysis: SVMs using Local Clustering and Nearest Neighbor. Journal of Computational Information Systems, 8(23): 9815-9822, 2012.

8.      Haitao Xiong, Junjie Wu, Lu Liu, Ming Li. LSVDD: Rare Class Analysis Based on Local Support Vector Data Description. Systems Engineering - Theory & Practice, 32(8):1784-1792, 2012. (in Chinese)

9.      Tongqiang Jiang, Wei Lu, Haitao Xiong. Personalized Collaborative Filtering Based on Improved Slope One Algorithm. Proceedings of the 2012 International Conference on Systems and Informatics, 2312-2315, Yantai, P. R. China, 2012.

10.  Haitao Xiong, Yi Yang, Shouxiang Zhao. Local Clustering Ensemble Learning Method based on Improved AdaBoost for Rare Class Analysis. Journal of Computational Information Systems, 8(4):1783-1790, 2012.

11.  Haitao Xiong, Yi Yang, Shouxiang Zhao. Rare Class Analysis based on Improved AdaBoost. Proceedings of the 3rd International Conference on E-Business and E-Government, 4401-4404, Shanghai, P. R. China, 2012.

12.  Haitao Xiong, Lu Liu, Jichun Zhang, Huibing Shi. Trust and Forecast based Access Control Model for Equipment Support Systems. Systems Engineering and Electronics, 33(2):315-319, 2011. (in Chinese)

13.  Haitao Xiong, Junjie Wu, Lu Liu. Classification with Class Overlapping: A Systematic Study. Proceedings of the 2010 International Conference on Electronic-Business Intelligence, 491-497, Kunming, P. R. China, 2010.

14.  Junjie Wu, Haitao Xiong, Lu Liu. COG: Local Decomposition for Rare Event Prediction. Proceedings of the 2009 International Symposium on Emergency Management, 257-261, Beijing, P. R. China, 2009.

15.  Rui Miao, Lu Liu, Haitao Xiong. Trust-based Collaborative Filtering Recommendation in E-commerce. Proceedings of the 8th Wuhan International Conference on E-Business, 190-195, Wuhan, P. R. China, 2009.

16.  Haitao Xiong, Lu Liu. Knowledge-based Workflow Model for Knowledge management. Proceedings of the 38th International Conference on Computers and Industrial Engineering, 518-524, Beijing, P. R. China, 2008.

Book

1.      Haitao Xiong. The Research on Methods and Applications of Complex Data Analysis. Beijing Institute of Technology Press, 2013. (in Chinese)

2.      Yongji Xue, Haitao Xiong, and etc. Customer Relationship Management - Theory, Technology and Practice. Posts & Telecom Press, 2013. (in Chinese)

3.      Shouxiang Zhao, Yaocheng Zhang, Haitao Xiong. Introduction to E-commerce. Tsinghua University Press, 2013. (in Chinese)

Teaching

Courses

Y140209, Knowledge Management (graduate course, Fall 2012)

● 14027207BK, Data Warehouse and Data Mining (undergraduate course, Spring 2013)

14023115BK, E-Marketing (undergraduate course, Fall 2012)

14027246BK, Business Intelligence (undergraduate course, Fall 2012-2013)

14027245BK, Enterprise Resource Planning (undergraduate course, Spring 2012)

14024103BK, E-Commerce Technology (undergraduate course, Spring 2012-2013)

Professional Activities

Consultancies and Developments

● IS development: Project Management System for GGJ, July. 2013 - Dec. 2014.

● Technology consultant and IS development: SEO and E-Marketing for http://www.yinghome.com, Jul. 2013 - Dec. 2013.

● IS development: Tripedition E-Commerce Platform, Oct. 2011 - Oct. 2012.

Responsibilities: a. Tripedition developments using PHP and XAMPP IDE for E-commerce; b. Tripedition can be seen in http://www.tripedition.com.

IS development: Education MIS for Minsheng Training School, Mar. 2011 - Jul. 2011.

Responsibilities: a. EMIS developments using Structs 2.0-Spring 2.0-Hibernate 3.0 and extjs 3.0, which covers the life-time training activities and multi-functional reports; b. Information fusion for existed functional systems; c. Data warehousing and mining.

IS development: Hedging using Stock Index Futures for Minsheng Futures, Apr. 2011.

Responsibilities: a. Design and implement the hedging strategy; b. C# .net-based developments for client and server software.

Management consultant: The Restruction of Knowledge Engineering System for HaFei, May. 2008 - Dec. 2010.

Technology consultant: Information Resource Planning for an Aerospace Institute, May. 2009 - Dec. 2009.

IS development: China South-to-North Water Diversion Project Information System, Apr. 2007 - Dec. 2008.

Talks

Rare Class Analysis and Applications. Invited by graduate student office of BTBU, Beijing, China, Nov., 2011.

 

 

Make life simple!

 

Updated on November 14, 2013