
基本情况:
王熙,教授,硕士生导师,现任农工党中央经济工作委员会委员、农工党中财大支部副主委、伟德betvlctor体育官网信息管理系主任、伟德betvlctor体育官网科研处副处长(挂职)。曾获北京市优秀本科毕业论文指导教师、伟德betvlctor体育官网鸿基世业国际一流学术成果奖、伟德betvlctor体育官网高等公司产品成果奖一等奖等。研究方向主要包括数据挖掘与商务智能、智能信息系统设计、决策优化、社交媒体用户行为分析。主持国家自然科学基金项目等3项,发表SCIE、SSCI等国内外期刊20余篇。
联系方式:xiwang@cufe.edu.cn
教育背景:
2012.9-2017.5美国爱荷华大学 信息学(交叉学科) 博士
2010.9-2013.3北京邮电大学 信号与信息处理 工学硕士
2006.9-2010.6哈尔滨工程大学 电子信息工程&工商管理 工学&管理学 学士
工作经历:
2024.12–至今 伟德betvlctor体育官网 教授 (破格)
2020.11–2024.12伟德betvlctor体育官网 副教授
2017.7–2020.11伟德betvlctor体育官网 讲师
主要讲授课程:
本科课程:《数据挖掘与商务智能》《数据库系统》《Python程序设计(英语)》《人机交互设计》
研究生课程:《专业英语》《数据挖掘与深度学习》《数字经济与数字治理》《复杂网络建模与应用》
代表性研究成果:
1.论文
1) Wang X, Zuo Z*, Tong X, Zhu Y.(2024). Talk more about yourself: a data-driven extended theory of reasoned action for online health communities[J]. Information Technology and Management,2024,25(3), pp. 233–246.(JCR Q2)
2) Li, H., Peng, J. &Wang, X*. (2024).An efficient two-stage optimization algorithm for a flexible job shop scheduling problem with worker shift arrangement. Computers & Operations Research, 2024, 171, 106785.(JCR Q1,AJG 3)
3) 李惠*,王熙,左治亚. (2024).多目标下航天产品生产车间柔性资源配置与调度集成优化[J].中国管理科学. 2024, 32(10):146–55.(CSSCI检索,北大核心)
4) Li Q, Zuo Z, Zhang Y,Wang X*. (2023).Exploring sentiment divergence on migrant workers through the lens of Sina Weibo[J]. Internet Research, 2023, 33, 1331–1371. (JCR Q1,AJG 3)
5) Wang, X., Tang, J.*, Li, Q., Guo, W., Zhang, N. (2023).Will you buy my books? Investigating influential factors for the sales of user-generated e-books on a social commerce platform. Information Technology and Management. 2023,(ahead-of-print). (JCR Q2)
6) Li H*,Wang X, Peng J. (2022). A hybrid differential evolution algorithm for flexible job shop scheduling with outsourcing operations and job priority constraints[J]. Expert Systems with Applications, 2022, 201: 117182.(JCR Q1)
7) Wang X, Zhang Y*, Wang S, Zhao K. (2021). Migrant Inflows and Online Expressions of Regional Prejudice in China[J]. Public Opinion Quarterly, 2021, 85(1): 123–146. (JCR Q1,AJG 3)
8) Wang X*, Chai Y, Li H, Wu D. (2021). Link prediction in heterogeneous information networks: An improved deep graph convolution approach[J]. Decision Support Systems, 2021, 141: 113448. (JCR Q1,AJG 3)
9) Wang X*, Chai Y, Li H, Wang W, Sun W. (2021). Graph Convolutional Network-based Model for Incident-related Congestion Prediction: A Case Study of Shanghai Expressways[J]. ACM Transactions on Management Information Systems, 2021, 12(3): 21:1-21:22. (FMS B类)
10) Wang X, High A,Wang X, Zhao K*. (2021).Predicting users’ continued engagement in online health communities from the quantity and quality of received support[J]. Journal of the Association for Information Science and Technology, 2021, 72(6): 710–722. (JCR Q2,AJG 3)
11) Zhang Y*,Wang X. Cambridge University Press, (2021). Provincial deficits and political centralization: evidence from the personnel management of the Chinese Communist Party[J]. Japanese Journal of Political Science, 2021, 22(3): 130–143. (JCR Q3)
12) Li H*, Peng J,Wang X, Wan J. (2021).Integrated Resource Assignment and Scheduling Optimization with Limited Critical Equipment Constraints at an Automated Container Terminal[J]. IEEE Transactions on Intelligent Transportation Systems, 2021, 22(12): 7607–7618. (JCR Q1)
13) 王舞宇,章宁*,范丹,王熙. (2021). 基于动态交易和风险约束的智能投资组合优化[J].伟德betvlctor体育官网学报, 2021(9): 16. (CSSCI,北大核心)
14) 王熙*,佟星,郑博雯,朱渝珊,谭天一,曾钰琪,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[J].管理科学, 2020, 33(01): 16–29. (CSSCI,北大核心)
15) Wang X, Zhao K*, Cha S, Amato M S, Cohn A M, Pearson J L, Papandonatos G D, Graham A L. (2019). Mining user-generated content in an online smoking cessation community to identify smoking status: A machine learning approach[J]. Decision Support Systems, 2019, 116: 26–34. (JCR Q1,AJG 3)
16) Wang X*, Wang W, Chai Y, Wang Y, Zhang N. (2019). E-book adoption behaviors through an online sharing platform: A multi-relational network perspective[J]. Information Technology & People, 2019, 33(3): 1011–1035. (JCR Q1,AJG 3)
17) Wang X, Zhao K*, Street N. (2017).Analyzing and Predicting User Participations in Online Health Communities: A Social Support Perspective[J]. Journal of Medical Internet Research, 2017, 19(4): e130. (JCR Q1)
18) Zhao K*,Wang X, Cha S, Cohn A M, Papandonatos G D, Amato M S, Pearson J L, Graham A L. (2016).A Multirelational Social Network Analysis of an Online Health Community for Smoking Cessation[J]. Journal of Medical Internet Research, 2016, 18(8): e233. (JCR Q1)
19) Zhao K*,Wang X, Yu M, Gao B. (2014).User Recommendations in Reciprocal and Bipartite Social Networks–An Online Dating Case Study[J]. IEEE Intelligent Systems, 2014, 29(2): 27–35. (JCR Q1)
2.会议论文 (in published proceedings)
1) Qin X(信管18,管信22硕), Deng Y, Zuo Z, Wang X. Applying Reinforcement Learning to Epidemic Management: Strategic Influenza Control in Multiple Scenarios[C]//2024IEEE ICHI.2024: 141–146.
2) Zhang Y (信管21),Wang X, Zuo Z, Fan D. User Behavior Analysis in Online Health Community Based on Inverse Reinforcement Learning[C]// WHICEB 2024, 517 LNBIP: 250–259.(最佳论文First Nominated Paper)
3) Wang C (信管21), Wang H (信管21), Pan J, Li J,Wang X., 2024. Decoding Policy Directives: An Empirical Study on the Influence of Central Policy Signals on Local Environmental Regulation Behavior[C]// WHICEB 2024, 517 LNBIP: 214–225.
4) Liang T (电商20,管信24硕), Zhong Z (信管20), Zuo Z, Li H,Wang X. A Preliminary Investigation of the Effects of Open Review on Citation Impact[J]. Proceedings of the Association for Information Science and Technology, 2023, 60(1): 641–645.
5) Zhan Y, (信管20),Wang X. The Spatial-Temporal Trajectories of the Poets and the Sociocultural Environment of the Age[J]. Proceedings of the Association for Information Science and Technology, 2023, 60(1): 1209–1211.
6) Zhu X (信安18,计算机22硕), Li Y (信管17), Zuo Z,Wang X. Identifying Dynamic User Roles in Online Health Communities[C]//2023 IEEE ICHI. , 2023: 519–521.
7) Meng J (大数据20), Zuo Z, Li H,Wang X. Health Literacy Drift in Online Health Communities[C] //2023 IEEE ICHI. 2023: 516–518.
8) Pan Y(大数据20),Wang X, Li H. Springer Nature, 2023. The Vehicle Routing Problem with Time Windows Based on a Multi-conditional Clustering and Tabu Search Approach[C]// LISS 2023.270–282.
9) Zhou J,Zuo Z,Wang X, Zhang X. Investigating the Multihoming of Initial Exchange Offerings[C]. PACIS 2022 Proceedings, 2022.
10) Xu Y (信管18), Huang T, Zuo Z,Wang X. Social Media Sentiment and COVID-19 Transmission: Results from a Time-varying SIR Model[C]. PACIS 2021 Proceedings, 2021.
11) Wang Y (信管18), Zuo Z,Wang X. Digital Humanities in the Job Market[C]. Proceedings of the Association for Information Science and Technology, 2021, 58(1): 857–859.
12) Li X (信管18), Xu Y (信管18), Li H,Wang X. Dual-channel Service Operations with the BOPS Option Considering Infection Risk Aversion Behavior[C]. WHICEB 2021 Proceedings, 2021.
13) Wang X, Tong X, Zhu Y (信安16), Tan T (信管17), Zheng B. An investigation of Social Support Exchange and Communication Patterns among Chinese on Online Discussion Forum[C]. HICSS 2020 Proceedings, 2021.
14) Li Q (信管17), Cui M (信管16), Zuo Z,Wang X. Sentiment Diffusion of Social Inequality in Microblogs: A Case Study of “Migrant Worker” in Sina Weibo[C]. WHICEB 2020 Proceedings, 2020.
15) Chen W,Wang X, Li X (信管18), Wang Y (信管18). Exploring Privacy-traces of Users from Online Community: A Case Study of Diabetes Topic Discussions[C]. WHICEB 2020 Proceedings, 2020.
16) Tan T (信管17), Huang T,Wang X, Zuo Z. A preliminary investigation of COVID-19 transmission in the United States by incorporating social media sentiments[C]. Proceedings of the Association for Information Science and Technology, 2020, 57(1): e370.
17) Zhu Y (信安16), Tong X, Fan D,Wang X. Identifying Privacy Leakage from User-Generated Content in an Online Health Community[C]. Smart Health 2019 Proceedings, 2019.
18) Wang X, Zhu Y (信安16). Cross-Cultural Comparison of User Engagement in Online Health Communities[C]. Smart Health 2018 Proceedings, 2018.
19) Chang Y C, Chou C S, Zhang Y,Wang X, Hsu W L. Sentiment Analysis of Chinese Microblog Message Using Neural Network-based Vector Representation for Measuring Regional Prejudice[C]. PACIS 2016 Proceedings.
20) Wang X, Zhao K. Social Support and User Engagement in Online Health Communities[C]. PACIS 2014 Proceedings, 2014.
3.科研项目
2024.11-2027.12北京市社会科学基金青年项目 主持人
2023.1-2026.12国家自然科学基金面上项目 参与人
2022.1-2024.12国家自然科学基金青年项目 主持人
2021.6-2024.5伟德betvlctor体育官网青年科研创新团队支持计划(第六批)主持人
2019.3-2022.12教育部人文社会科学西部青年项目 参与人
2018.1-2019.12北京市自然科学基金青年项目 主持人
2017.11-2019.11伟德betvlctor体育官网青年教师发展基金 主持人
毕业员工去向:
1.硕士研究生:
2024届:秦旭昆(北京银行)、朱新玺(光大银行)
2.保研/出国(境)本科生:
2024届:梁恬恬(伟德betvlctor体育官网),袁嘉(华东师范大学),孟嘉怡(新加坡国立大学)
2022届:许玥(中国人民大学),王晓晴(中国人民大学),王雅涵(伟德betvlctor体育官网),李欣怡(香港科技大学)
2021届:李其蓝(中国科学院大学),谭天一(纽约大学)
2020届:朱渝珊(浙江大学)