Researcher


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Deqing Yang   阳 德青   

Ph.D, Associate Professor

yangdeqing@fudan.edu.cn

Vice Dean of the School of Data Science,

Institute for Big Data, Institute for Advanced Study,

Fudan University, Shanghai 200433, China

Research Interests

data science, knowledge graph, recommender systems, social network mining

Education

  • Ph.D in School of Computer Science, Fudan University, June, 2013
  • M.Sc. in Dept. of Computer Science and Engineering, Fudan University, June, 2005
  • B.Sc. in Dept. of Computer Science and Engineering, Fudan University, June, 2002

Publications

Conference Proceedings

Journals

  • Huazheng Qin, Zhongshun Hu, Deqing Yang, Yanghua Xiao: Relevant Entity Condstruction based on Category Template Mining, in Computer Engineering, 2016.
  • Yongping Liu, Zhongshun Hu, Deqing Yang, Yanghua Xiao: Similar Entity Recommendation Based On Given Entity And Attributes, in Computer Engineering, 2016.

Book Chapters

  • Bo Xu, Deqing Yang, Qi Liu, Yanghua Xiao:  Social Communication Network, Case Study. Encyclopedia of Social Network Analysis and Mining 2014: 1771-1777. 2nd Version (2017) doi:10.1007/978-1-4614-7163-9_289-1.

Tutorials

Funding Experience

  • “Construction, annotation and visualization of big biological knowledge base”, National key research and development plan of China, 2017YFC1201203, 4,700k(CNY), attendance.
  • “Personalized service platform based on big data”, Shanghai Municipal Education Commission, 2015/03-2016/06, 500k(CNY).
  • “Big data applications for personalized services on employment affairs”, Shanghai Municipal Education Commission, 2014/09-2015/06, 200k(CNY).
  • “Research on cloud services of e-government”, Shanghai Municipal Commission of Economy and Informationization, Informationization Construction Project, 2014/08-2015/06, 98k(CNY).
  • “Personalized value discovery and risk assessment of Internet finance by fusing multi-source big data”, NSF91546104, 2016/01-2018/12, 430k(CNY), attendance.
  • “Query processing on big knowledge graphs”, NSF61472085, 2015/01-2018/12, 830k(CNY), attendance.

Patents

  • A crowd profiling system and method based on Weibo tags, CNID: 201310481674.3
  • A personalized recommender system based on Chinese knowledge graph, CNID: 201310565133.9

Teaching Courses

  • Big Data Communication and New Media Analysis, since spring 2018
  • User Behavior Analysis on New Media, since spring 2018
  • Social Network Mining, since spring 2017
  • Technologies of New Media, since autumn 2014