个人简历

2004-2008   重庆大学  软件工程  学士学位

2011-2016   内布拉斯加州立大学   博士学位

2008-2010   中国石油东方物理勘探有限公司    数据工程师

2012-2013   Sojern 科技公司 数据科学家

2016-2020   内布拉斯加零售公司(NFM)  高级数据科学家

研究方向

数据建模

讲授课程

研究成果

1. 学术论文：

（1）DENG, W., SHI, Y., CHEN, Z., KWAK, K., TANG, H. (2020). RECOMMENDER SYSTEM FOR MARKETING OPTIMIZATION WORLD WIDE WEB, 2020.

（2）DENG, W., XU, N., LI, H., LIU, F., SHI, Y. (2019). DIFFERENCE IN DIFFERENC- ES IN MARKETING PERFORMANCE MEASUREMENT. IN 2019 INFORMATION TECHNOLOGY AND QUANTITATIVE MANAGEMENT.

（3）LIU, F., SHI, Y., DENG, W. (2019). META-ANALYSIS OF PEER EFFECTS ON SMART CITIES. IN 2019 INFORMATION TECHNOLOGY AND QUANTITATIVE MANAGEMENT.

（4）LI, X., CHEN, S., LIU, R., ZHANG, H., DENG, W. (2019). AN EXTENSION PRE- PROCESSING MODEL FOR MULTI CRITERIA DECISION MAKING BASED ON BASIC ELEMENTS THEORY. IN 2019 INTERNATIONAL CONFERENCE ON DATA SCIENCE.

（5）DENG, W., SHI, Y., CHEN, Z. (2015). TOPK-SVD MODEL: A HYBRID APPROACH TO RECOMMENDATION SYSTEM. IN 2015 INTERNATIONAL CONFERENCE ON ADVANCES IN MANAGEMENT AND TECHNOLOGY

（6）DENG, W., CHEN, Z., NAJJAR, L., SHI, Y. (2015). ONLINE BEHAVIOR PREDIC- TION THROUGH SAMPLING AND MODELING. IN 2015 INTERNATIONAL CONFERENCE ON ADVANCES IN MANAGEMENT AND TECHNOLOGY

（7）DENG, W., PATIL, R., NAJJAR, L., SHI, Y., & CHEN, Z. (2014). INCORPORAT- ING COMMUNITY DETECTION AND CLUSTERING TECHNIQUES INTO COL- LABORATIVE FILTERING MODEL. PROCEDIA COMPUTER SCIENCE, 31, 66-74.

（8）ZHAO, X., DENG, W., & SHI, Y. (2013). FEATURE SELECTION WITH ATTRI- BUTES CLUSTERING BY MAXIMAL INFORMATION COEFFICIENT. PROCEDIA COMPUTER SCIENCE, 17, 70-79.

（9）PEDERSEN, J., KOCSIS, D., TRIPATHI, A., TARRELL, A., WEERAKOON, A., TAHMASBI, N., DENG, W., DE VREEDE, G. J. (2013, JANUARY). CONCEPTUAL FOUNDATIONS OF CROWDSOURCING: A REVIEW OF IS RESEARCH. IN 2013 46TH HAWAII INTERNATIONAL CONFERENCE ON SYSTEM SCIENCES (PP. 579-588). IEEE.

（10）NIE, G., ZHANG, L., ZHANG, Y., DENG, W., & SHI, Y. (2010, DECEMBER). FIND INTELLIGENT KNOWLEDGE BY SECOND-ORDER MINING: THREE CASES FROM CHINA. IN 2010 IEEE INTERNATIONAL CONFERENCE ON DATA MINING WORKSHOPS (PP. 1189-1195). IEEE.

（11）Buffett,H. W.Eimicke,W. B.(2018). Social Value Investing:A Management Framework for Effective Partnerships（书本翻译）