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 永利集团304网址导航 副教授
2017.7 – 2020.12 永利集团304网址导航 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., and Wang, 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., and Wang, 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,” in HICSS 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., and Wang, 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., and Wang, X. 2019. “Identifying Privacy Leakage from User-Generated Content in An Online Health Community–A Deep Learning Approach,” in Proceedings 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 永利集团304网址导航青年科研创新团队项目主持人（在研）
2020.6 永利集团304网址导航“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 永利集团304网址导航青年教师发展基金 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》
