王 熙
联系方式
xiwang@cufe.edu.cn
研究方向
数据挖掘与商务智能，社交媒体分析，社会责任研究
主讲课程
本科课程：《数据分析与挖掘》，《数据库系统》，《Python程序设计（英语）》
研究生课程：《专业英语》
工作经历
2020.12 –现在 中央财经大学信息学院 副教授
2017.7 – 2020.12 中央财经大学信息学院 讲师
教育背景
2012.9-2017.5爱荷华大学信息学博士（Informatics，交叉学科）
2010.9-2013.3北京邮电大学信号与信息处理硕士
2006.9-2010.6哈尔滨工程大学电子信息工程&工商管理 双学士
学术成果
·期刊论文
1.Wang, Xi,Chai, Y., Li, H., and Wu, D. 2021. “Link Prediction in Heterogeneous Information Networks: An Improved Deep Graph Convolution Approach,”Decision Support Systems(141), p. 113448. (https://doi.org/10.1016/j.dss.2020.113448).
2.Wang, Xi,Chai, Y., Li, H., Wang, W., and Sun, W. 2021. “Graph Convolutional Network-Based Model for Incident-Related Congestion Prediction: A Case Study of Shanghai Expressways,”ACM Transactions on Management Information Systems(12:3), 21:1-21:22. (https://doi.org/10.1145/3451356).
3.Wang, Xi,Zhang, Y., Wang, S., and Zhao, K. 2021. “Migrant Inflows and Online Expressions of Regional Prejudice in China,”Public Opinion Quarterly(85:1), pp. 123–146. (https://doi.org/10.1093/poq/nfab004).
4.Wang, Xiangyu, High, A.,Wang, Xi,and Zhao, K. 2021. “Predicting Users’ Continued Engagement in Online Health Communities from the Quantity and Quality of Received Support,”Journal of the Association for Information Science and Technology(72:6), pp. 710–722. (https://doi.org/10.1002/asi.24436).
5.Zhang, Y., andWang, X.2021. “Provincial Deficits and Political Centralization: Evidence from the Personnel Management of the Chinese Communist Party,”Japanese Journal of Political Science, Cambridge University Press, pp. 1–14. (https://doi.org/10.1017/S1468109921000098).
6.王熙,佟星,郑博雯,朱渝珊,谭天一,曾钰琪, and李惠. 2020. “在线健康社区中用户社会支持交换行为的跨文化比较研究,”管理科学(33:01), pp. 16–29.
7.Li, H., Peng, J.,Wang, X.,and Wan, J. 2020. “Integrated Resource Assignment and Scheduling Optimization With Limited Critical Equipment Constraints at an Automated Container Terminal,”IEEE Transactions on Intelligent Transportation Systems, pp. 1–12. (https://doi.org/10.1109/TITS.2020.3005854).
8.Wang, X.,Zhao, K., Cha, S., Amato, M. S., Cohn, A. M., Pearson, J. L., Papandonatos, G. D., and Graham, A. L. 2019. “Mining User-Generated Content in an Online Smoking Cessation Community to Identify Smoking Status: A Machine Learning Approach,”Decision Support Systems(116), pp. 26–34. (https://doi.org/10.1016/j.dss.2018.10.005).
9.Wang, X.,Wang, W., Chai, Y., Wang, Y., and Zhang, N. 2019. “E-Book Adoption Behaviors through an Online Sharing Platform: A Multi-Relational Network Perspective,”Information Technology & People(33:3), Emerald Publishing Limited, pp. 1011–1035. (https://doi.org/10.1108/ITP-10-2018-0482).
10.Amato, M. S., Papandonatos, G. D., Cha, S.,Wang, X.,Zhao, K., Cohn, A. M., Pearson, J. L., and Graham, A. L. 2019. “Inferring Smoking Status from User Generated Content in an Online Cessation Community,”Nicotine & Tobacco Research(21:2), pp. 205–211. (https://doi.org/10.1093/ntr/nty014).
11.Cohn, A. M., Amato, M. S., Zhao, K.,Wang, X.,Cha, S., Pearson, J. L., Papandonatos, G. D., and Graham, A. L. 2019. “Discussions of Alcohol Use in an Online Social Network for Smoking Cessation: Analysis of Topics, Sentiment, and Social Network Centrality,”Alcoholism: Clinical and Experimental Research(43:1), pp. 108–114. (https://doi.org/10.1111/acer.13906).
12.Pearson, J. L., Amato, M. S., Papandonatos, G. D., Zhao, K., Erar, B.,Wang, X.,Cha, S., Cohn, A. M., and Graham, A. L. 2018. “Exposure to Positive Peer Sentiment about Nicotine Replacement Therapy in an Online Smoking Cessation Community Is Associated with NRT Use,”Addictive Behaviors(87), pp. 39–45. (https://doi.org/10.1016/j.addbeh.2018.06.022).
13.Wang, X.,Zhao, K., and Street, N. 2017. “Analyzing and Predicting User Participations in Online Health Communities: A Social Support Perspective,”Journal of Medical Internet Research(19:4), p. e130. (https://doi.org/10.2196/jmir.6834).
14.Cohn, A. M., Zhao, K., Cha, S.,Wang, X.,Amato, M. S., Pearson, J. L., Papandonatos, G. D., and Graham, A. L. 2017. “A Descriptive Study of the Prevalence and Typology of Alcohol-Related Posts in an Online Social Network for Smoking Cessation,”Journal of Studies on Alcohol and Drugs(78:5), pp. 665–673.
15.Graham, A. L., Zhao, K., Papandonatos, G. D., Erar, B.,Wang, X.,Amato, M. S., Cha, S., Cohn, A. M., and Pearson, J. L. 2017. “A Prospective Examination of Online Social Network Dynamics and Smoking Cessation,”PloS One(12:8), p. e0183655. (https://doi.org/10.1371/journal.pone.0183655).
16.Pearson, J. L., Amato, M. S.,Wang, X.,Zhao, K., Cha, S., Cohn, A. M., Papandonatos, G. D., and Graham, A. L. 2017. “How US Smokers Refer to E-Cigarettes: An Examination of User-Generated Posts From a Web-Based Smoking Cessation Intervention, 2008–2015,”Nicotine & Tobacco Research(19:2), pp. 253–257. (https://doi.org/10.1093/ntr/ntw206).
17.Zhao, K.,Wang, X.,Cha, S., Cohn, A. M., Papandonatos, G. D., Amato, M. S., Pearson, J. L., and Graham, A. L. 2016. “A Multirelational Social Network Analysis of an Online Health Community for Smoking Cessation,”Journal of Medical Internet Research(18:8), p. e233. (https://doi.org/10.2196/jmir.5985).
18.Zhao, K., Wang, X., Yu, M., and Gao, B. 2014. “User Recommendations in Reciprocal and Bipartite Social Networks–An Online Dating Case Study,”IEEE Intelligent Systems(29:2), pp. 27–35. (https://doi.org/10.1109/MIS.2013.104).
·近三年会议论文(in Published Proceedings)
1.Xu, Y. (信管18本科生), Huang, T., Zuo, Z., andWang, X.2021. “Social Media Sentiment and COVID-19 Transmission: Results from a Time-Varying SIR Model,”PACIS 2021 Proceedings. (https://aisel.aisnet.org/pacis2021/31).
2.Wang, X.,Tong, X., Zhu, Y. (信安16本科生), Tan, T. (信管17本科生), and Zheng, B. 2020. “An Investigation of Social Support Exchange and Communication Patterns among Chinese on Online Discussion Forum,” inHICSS 2020 Proceedings, , January 7. (http://scholarspace.manoa.hawaii.edu/handle/10125/64147).
3.Tan, T. (信管17本科生), Huang, T.,Wang, X.,and Zuo, Z. 2020. “A Preliminary Investigation of COVID-19 Transmission in the United States by Incorporating Social Media Sentiments,”Proceedings of the Association for Information Science and Technology(57:1), p. e370. (https://doi.org/10.1002/pra2.370).
4.Li, Q. (信管17本科生), Cui, M. (信管16本科生), Zuo, Z., andWang, X.2020. “Sentiment Diffusion of Social Inequality in Microblogs: A Case Study of ‘Migrant Worker’ in Sina Weibo,”WHICEB 2020 Proceedings. (https://aisel.aisnet.org/whiceb2020/57).
5.Chen, W. (电商14本科生),Wang, X.,Li, X. (信管18本科生), and Wang, Y. (信管18本科生), 2020. “Exploring Privacy-Traces of Users from Online Community: A Case Study of Diabetes Topic Discussions,”WHICEB 2020 Proceedings. (https://aisel.aisnet.org/whiceb2020/65).
6.Zhu, Y. (信安16本科生), Tong, X., andWang, X.2019. “Identifying Privacy Leakage from User-Generated Content in An Online Health Community–A Deep Learning Approach,” inProceedings of 2019 IEEE International Conference on Healthcare Informatics (ICHI), Xi’an, June 10, pp. 407–408.
科研项目
2022.1-2024.12国家自然科学基金青年项目主持人（在研）
2021.6-2024.5 中央财经大学青年科研创新团队项目主持人（在研）
2020.6 中央财经大学“新冠疫情”应急研究项目 主持人（已结项）
2019.3-2022.3 教育部人文社会科学西部青年项目参与人（在研）
2018.1-2019.12北京市自然科学基金青年项目主持人（已结项）
2017.11-2019.11中央财经大学青年教师发展基金主持人（已结项）
2014.9-2017.9 美国国家卫生研究院基金资助项目参与人（已结项）
教学项目
2020.11教育教学改革课题:交叉学科本科生国际化培养模式探索与实践
2020.6 教学方法研究项目:面向财经类专业的Python高级编程教学方法研究
2020.6 在线开放课程建设项目:《数据分析基础与应用》
2018.10新开课程建设项目:《数据分析与挖掘》
