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杜玮

杜玮,女,博士,硕士生导师。主要研究领域为推荐系统、金融科技、知识图谱、电商平台数据分析等,在Decision Support Systems、International Journal of Electronic Commerce、Scientometrics、Internet Research等国际期刊和ICIS、HICSS、PACIS等国际会议上发表研究论文多篇。任Decision Support Systems、Scientometrics、Internet Research、Electronic Commerce Research等多个国际期刊和信息系统领域国际顶级会议同行评审员。主持国家自然科学基金、教育部人文社科项目等多项。

电话 :010-82500903

电子邮箱:ahduwei@ruc.edu.cn

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教育经历

2013/9–2016/9,香港城市大学,信息系统专业,博士

2011/9–2013/6,beat365官网,软件工程专业,硕士

2006/9–2010/6,beat365官网,信息管理与信息系统专业,学士

工作经历

2017/8-今,beat365官网,bat365官方网站经济信息管理系,讲师,硕士生导师

2016/9-2017/8,香港城市大学,信息系统系,博士后

研究方向

推荐系统、金融科技、知识图谱、电商平台数据分析

社会网络分析;大数据分析;自然语言处理

讲授课程

《知识图谱与可视化》

《信息系统理论基础》

《IT/IS前沿》

《区块链商业应用基础》

科研项目

《养老服务知识图谱构建关键技术研究》,教育部社科重大攻关课题《智慧化养老服务》团队培育计划,负责人,2020-2021

《基于企业知识图谱的欺诈监测模型研究》,教育部科技发展中心高校产学研创新基金,负责人,2020-2021

《基于科研创新知识图谱的专利推荐方法研究》,国家自然科学基金青年基金项目,负责人,2020-2022

《基于异构信息网络构建与特征提取的高校专利转化推荐研究》,教育部人文社科项目青年项目,负责人,2019-2021

《基于协同创新知识图谱的科研专利推荐方法研究》,beat365官网启动金项目,负责人,2018-2020

《医保报销政策改革能否助推分级诊疗——基于住院赔付数据的研究》,beat365官网面上项目,主要参与者,2018-2020

《智能推荐系统促进高校企业合作》,香港研究管理局基金项目,主要参与者,2016-2017

《计算机辅助指派决策质量与评价研究》,国家自然科学基金项目,主要参与者,2015-2016

《国家自然科学基金委依托单位管理年度报告的研究》,国家自然科学基金项目,主要参与者,2014-2015

科研成果

期刊论文

Du, W., Wang, Y., Xu, W., and Ma, J. (2021). A personalized recommendation system for high-quality patent trading by leveraging hybrid patent analysis. Scientometrics. (SSCI)(ABDC List A journal,JCR一区,IF:2.867)

Deng, W., Du, W.*, and Han, C. (2021). Incorporating heterogeneous information in deep learning with informative meta-paths for community recommendations. Journal of Information Science.(IF:3.282,人大国际A-)

Du, W., Yan, Q., Zhang, W. and Ma, J. (2021). Leveraging online behaviors for interpretable knowledge-aware patent recommendation, Internet Research,(ABDC List A journal, JCR一区,IF:4.708,人大国际A)

Du, W., Jiang, G., Xu, W., and Ma, J. (2021). Sequential patent trading recommendation using knowledge-aware attentional bidirectional long short-term memory network (KBiLSTM). Journal of Information Science.(IF:3.282,人大国际A-)

Zhang, W., Du, W.*, Bian, Y., Peng, C. and Jiang, Q. (2020), Seeing is not always believing: an exploratory study of clickbait in WeChat, Internet Research,(ABDC List A journal, JCR一区,IF:4.708,人大国际A)

Wang, Q., Du, W.*, Ma, J., and Liao, X. (2019). Recommendation Mechanism for Patent Trading Empowered by Heterogeneous Information Networks. International Journal of Electronic Commerce, 23(2), 147-178.(ABDC List A journal, JCR一区,IF:4.3,人大国际A)

Du, W., Cheng, X., Yang, C., Sun, J., and Ma, J. (2017). Establishing interoperability among knowledge organization systems for research management: a social network approach. Scientometrics, 112(3), 1489-1506. (SSCI)(ABDC List A journal, JCR一区,IF:2.867)

Wang, Q., Ma, J., Liao, X., and Du, W. (2017). A context-aware researcher recommendation system for university-industry collaboration on R&D projects. Decision Support Systems, 103, 46-57. (ABDC List A* journal, IF:5.795,人大国际A)

Sun, J., Jiang, Y., Cheng, X., Du, W., Liu, Y., and Ma, J. (2017). A hybrid approach for article recommendation in research social networks. Journal of Information Science. (IF:3.282,人大国际A-)

Xu, W., Sun, J., Ma, J., and Du, W. (2016). A personalized information recommendation system for R&D project opportunity finding in big data contexts. Journal of Network and Computer Applications, 59, 362-369. (SCI, IF: 2.485)

Du, W., Lau, R. Y. K., Ma, J., and Xu, W. (2015). A multi-faceted method for science classification schemes (SCSs) mapping in networking scientific resources. Scientometrics, 105(3), 2035-2056. (SSCI)(ABDC List A journal,JCR一区,IF:2.867)

Liu, D., Xu, W., Du, W., and Wang, F. (2015). How to Choose Appropriate Experts for Peer Review: An Intelligent Recommendation Method in a Big Data Context. Data Science Journal, 14.

会议论文

1. Shi, J., Du, W., and Xu, W. (2018). Identifying Impact Factors of Question Quality in Online Health Q&A Communities: an Empirical Analysis on MedHelp. Pacific Asia Conference on Information Systems (PACIS 2018).

2. Zhang, Y., Yang, K., Du, W., and Xu, W. (2018). Predicting Stock Price Movement Direction with Enterprise Knowledge Graph. Pacific Asia Conference on Information Systems (PACIS).

3. Zhang, W., Ye, L., Du, W., Ma, J., Xu, W., and Tang, S. (2016). A Topic Sensitive SimRank (TSSR) Model for Experts Finding on Online Research Social Platforms. In PACIS (p. 306).

4. Liu, Y., Ma, J., Du, W., Yang, C., and Hua, Z. (2015). Supporting undergraduate research: recommending personalized research projects to undergraduates. In PACIS (Best Paper Award), Singapore.

5. Du, W., Xu, W., Jiang, H., and Ma, J. (2014). Fuzzy Classification Scheme Mapping for Decision Making. International Conference on Information Systems (ICIS) (Top one conference in IS, EI), Auckland.

6. Du, W., Xu, W., Sun, J., and Ma, J. (2014). Online social network as a powerful tool to identify experts for emergency management. In International Conference on Web-Age Information Management (pp. 151-162). Springer, Cham.

7. Xu, W., Sun, J., Ma, J., and Du, W. (2013). How to find R&D project opportunities in big data contexts?-Towards personalized information recommendation services. In 43rd International Conference on Computers and Industrial Engineering 2013, CIE 2013. Curran Associates Inc.

8. Xu, W., Du, W., Ma, J., Wang, W., and Liu, Q. (2012). An integrated decision support model to assess reviewers for research project selection. In System Science (HICSS), 2012 45th Hawaii International Conference on (pp. 1414-1423). IEEE.

社会兼职

期刊同行评审员:

Decision Support Systems (DSS)

Internet Research

Scientometrics

Electronic Commerce Research (ECR)

会议同行评审员:

International Conference on Information Systems (ICIS)

Hawaii International Conference on System Sciences (HICSS)

Pacific Asia Conference on Information Systems (PACIS)

International Summit on Smart Finance (ISSF) 2016 项目委员会成员

AIS 会员

荣誉获奖

2015年,PACIS最佳论文奖

2014年,WAIM BigEM最佳学生论文奖

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