郭迅華,清華大學經濟管理學院管理科學與工程系副教授,於2000年獲得清華大學管理信息系統專業學士學位及計算機科學與技術學士學位,2005年獲得清華大學管理科學與工程管理學碩士學位和博士學位。主要研究領域為管理信息系統、電子商務、商務智慧型。講授課程包括管理信息系統、信息技術與組織、計算機系統原理、計算機網路。
基本介紹
- 中文名:郭迅華
- 學位/學歷:博士
- 專業方向:管理信息系統、電子商務、商務智慧型
- 職稱:清華大學經濟管理學院管理科學與工程系副教授
- 教學職稱:教授
簡要情況
教育經歷
工作經歷
講授課程
研究領域
學術成果
英文期刊論文
- Wei, Q., Mu, Y., Guo, X., Jiang, W. and Chen, G. (2023). Dynamic Bayesian Network–Based Product Recommendation Considering Consumers' Multistage Shopping Journeys: A Marketing Funnel Perspective, Information Systems Research: forthcoming.
- Huang, N., Wang, L., Hong, Y., Lin, L., Guo, X. and Chen, G. (2023). When the Clock Strikes: A Multi-Method Investigation of On-the-Hour Effects in Online Learning, Information Systems Research: forthcoming.
- Li, X., Li, Z., Wang, Q. and Guo, X. (2023). The Influences of Expressive and Instrumental Social Ties in Social Commerce: Integrating Dyadic Views from Buyers and Sellers, Information Technology & People: (ahead-of-print).
- Wu, D., Guo, X., Wang, Y. and Chen, G. (2023). A Warning Approach to Mitigating Bandwagon Bias in Online Ratings: Theoretical Analysis and Experimental Investigations, Journal of the Association for Information Systems 24(4): 1132-1161.
- Wang, L., Huang, N., Hong, Y., Liu, L., Guo, X. and Chen, G. (2023). Voice-based AI in Call Center Customer Service: A Natural Field Experiment, Production and Operations Management 32(4): 1002-1018.
- Guo, X., Wang, L., Zhang, M. and Chen, G. (2023). First Things First? Order Effects in Online Product Recommender Systems, ACM Transactions on Computer-Human Interaction 30(1): 15:1-35.
- Lu, B., Guo, X., Luo, N., Wang, X. and Chen, G. (2022). Intra-Organizational Social Media and Employee Idea Generation: Analysis based on the Spanning-Relevance Framework, Journal of Systems Science and Systems Engineering 31(6): 649–676.
- Guo, X., Wang, Y., Huang, L. and Li, J. (2022). Assimilation and Contrast: The Two-sided Anchoring Effects of Recommender Systems, Journal of Systems Science and Systems Engineering 31(4): 395–413.
- Guo, X., Chen, G., Wang, C., Wei, Q. and Zhang, Z. (2021). Calibration of Voting-based Helpfulness Measurement for Online Reviews: An Iterative Bayesian Probability Approach, INFORMS Journal on Computing 33(1): 246-261.
- Chen, Q., Li, J., Liu, J., Han, J., Shi, Y. and Guo, X. (2021). Borrower Learning Effects: Do Prior Experiences Promote Continuous Successes in Peer-to-Peer Lending?, Information Systems Frontiers 24(3): 963-986.
- Guo, X., Deng, H., Zhang, S. and Chen, G. (2020). Signals of Competence and Warmth on E-Commerce Platforms, Data and Information Management 4(2): 81–93.
- He, Y., Guo, X. and Chen, G. (2019). Assortment Size and Performance of Online Sellers: An Inverted U-Shaped Relationship, Journal of the Association for Information Systems 20(10): 1503–1530.
- Zhang, M., Wei, X., Guo, X., Chen, G. and Wei, Q. (2019). Identifying Complements and Substitutes of Products: A Neural Network Framework Based on Product Embedding, ACM Transactions on Knowledge Discovery from Data 13(3): 1–29.
- Reimers, K., Guo, X. and Li, M. (2019). Beyond Markets, Hierarchies, and Hybrids: An Institutional Perspective on IT-Enabled Two-Sided Markets, Electronic Markets 29(2): 287–305.
- Yang, Y., Jansen, B. J., Yang, Y., Guo, X. and Zeng, D. D. (2019). Keyword Optimization in Sponsored Search Advertising: A Multilevel Computational Framework, IEEE Intelligent Systems 34(1): 32–42.
- Ye, Q., Luo, Y., Chen, G., Guo, X., Wei, Q. and Tan, S. (2019). Users Intention for Continuous Usage of Mobile News Apps: the Roles of Quality, Switching Costs, and Personalization, Journal of Systems Science and Systems Engineering 28(1): 91–109.
- Luo, N., Guo, X., Lu, B. and Chen, G. (2018). Can Non-Work-Related Social Media Use Benefit the Company? A Study on Corporate Blogging and Affective Organizational Commitment, Computers in Human Behavior 81: 84–92.
- Li, Q., Guo, X., Bai, X. and Xu, W. (2018). Investigating Microblogging Addiction Tendency Through the Lens of Uses and Gratifications Theory, Internet Research 28(5): 1228–1252.
- Guo, X., Wei, Q., Chen, G., Zhang, J. and Qiao, D. (2017). Extracting Representative Information on Intra-organizational Blogging Platforms, MIS Quarterly 41(4): 1105-1127.
- Ma, B., Wei, Q., Chen, G., Zhang, J. and Guo, X. (2017). Content and Structure Coverage: Extracting a Diverse Information Subset, INFORMS Journal on Computing 29(4): 660–675.
- Li, Q., Guo, X. and Bai, X. (2017). Weekdays or Weekends: Exploring the Impacts of Microblog Posting Patterns on Gratification and Addiction, Information & Management 54(5): 613-624.
- Wei, Q., Qiao, D., Zhang, J., Chen, G. and Guo, X. (2016). A Novel Bipartite Graph Based Competitiveness Degree Analysis from Query Logs, ACM Transactions on Knowledge Discovery from Data 11(2): 21:1–21:25.
- Zhang, Z., Chen, G., Zhang, J., Guo, X. and Wei, Q. (2016). Providing Consistent Opinions from Online Reviews: A Heuristic Stepwise Optimization Approach, INFORMS Journal on Computing 28(2): 236–250.
- Wang, H., Guo, X., Zhang, M., Wei, Q. and Chen, G. (2016). Predicting the Incremental Benefits of Online Information Search for Heterogeneous Consumers, Decision Sciences 47(5): 957-988.
- Zhang, M., Guo, X. and Chen, G. (2016). Prediction Uncertainty in Collaborative Filtering: Enhancing Personalized Online Product Ranking, Decision Support Systems 83(1): 10-21.
- Lu, B., Guo, X., Luo, N. and Chen, G. (2015). Corporate Blogging and Job Performance: Effects of Work-related and Nonwork-related Participation, Journal of Management Information Systems 32(4): 285-314.
- Li, N., Guo, X., Chen, G., and Luo, N. (2015). Reading Behavior on Intra-organizational Blogging Systems: A Group-level Analysis through the Lens of Social Capital Theory, Information & Management 52(7): 870–881.
- Zhang, N., Meng, Q., Guo, X., Yin, C. and Luo, H. (2015). Key e-Government Issues in China: an Empirical Study Based on the Orientation-maturity Framework, Electronic Commerce Research 15(3): 407–425.
- Chen, G., Zhao, Y., Zhang, N., Wang, F. and Guo, X. (2015). Task-technology Fit in Workplaces: Theoretical Framework and Empirical Analysis in the Context of Mobile Government, International Journal of Mobile Communications 18(5): 455–477.
- Luo, N., Guo, X., Zhang, J., Chen, G. and Zhang, N. (2015). Understanding the Continued Use of Intra-organizational Blogs: An Adaptive Habituation Model, Computers in Human Behavior 50(9): 57–65.
- Guo, X., Reimers, K., Xie, B. and Li, M. (2014). Network Relations and Boundary Spanning: Understanding the Evolution of e-Ordering in the Chinese Drug Distribution Industry, Journal of Information Technology 29(3): 223-236.
- Reimers, K., Li, M., Xie, B. and Guo, X. (2014). How Do Industry-wide Information Infrastructures Emerge? A Life Cycle Approach, Information Systems Journal 24(5): 375-424.
- Reimers, K. and Guo, X. (2014). Supply Chain Resource Planning Systems: A Scenario of Future Enterprise Systems, Communications of the Association for Information Systems 34(9): 173–190.
- Reimers, K., Johnston, R. B., Guo, X., Klein, S., Xie, B. and Li, M. (2013). Novice-Based Data Collection Methods for the Study of IOIS: Practice Probes and Learning Communities, Electronic Markets 23(4): 285–293.
- Zhang, N., Guo, X. and Chen, G. (2011). Why Adoption and Use Behavior of IT/IS Cannot Last? – Two Studies in China, Information Systems Frontiers 13(3): 381–395.
- Guo, X. and Zhang, N. (2010). User Attitude Towards Mandatory Use of Information Systems: A Chinese Cultural Perspective, Journal of Global Information Management 18(4): 1–18.
- Zhang, N., Guo, X., Chen, G. and Chau, P. Y. K. (2009). Impact of Perceived Fit on e-Government User Evaluation: A Study with a Chinese Cultural Context, Journal of Global Information Management 17(1): 49–69.
- Reimers, K., Guo, X. and Chen, G. (2009). Do IT-Managers Learn How to Control Spending on New Information Technology? A Study of IT-Budget Growth in Chinese Companies, The Data Base for Advances in Information Systems 40(1): 20–37.
- Zhang, N., Guo, X. and Chen, G. (2008). IDT-TAM Integrated Model of IT Adoption, Tsinghua Science and Technology 133(3): 306–311.
- Chen, G., Ren, M., Yan, P. and Guo, X. (2007). Enriching the ER Schema Based on Discovered Association Rules from Large Databases, Information Sciences 177(7): 1558–1566.
- Chen, G., Wu, R. and Guo, X. (2007). Key Issues in Information Systems Management in China, Journal of Enterprise Information Management 20(2): 198–208.
- Guo, X. and Chen, G. (2005). Internet Diffusion in Chinese Companies, Communications of the ACM 48(4): 54–58.
中文期刊論文
- 郭迅華, 吳鼎, 衛強, 陳國青. 機器學習與用戶行為中的偏差問題:知偏識正的洞察[J]. 管理世界, 2023, 39(5): 145-159.
- 陳國青, 任明, 衛強, 郭迅華, 易成. 數智賦能:信息系統研究的新躍遷[J], 管理世界, 2022, 38(1): 180–196.
- 陳國青, 張瑾, 王聰, 衛強, 郭迅華. “大數據—小數據”問題:以小見大的洞察[J]. 管理世界, 2021, 37(2): 203–213.
- 郭迅華, 徐夢琦, 陳國青, 李翔宇. 考慮協同效應的團隊績效預測方法研究——以籃球團隊成員組合為例[J]. 系統工程理論與實踐, 2020, 41(3): 565–573.
- 陳國青, 李紀琛, 鄧泓舒語, 郭迅華. 遊戲化競爭對線上學習用戶行為的影響研究[J]. 管理科學學報, 2020, 23(2): 89–104.
- 陳國青, 曾大軍, 衛強, 張明月, 郭迅華. 大數據環境下的決策範式轉變與使能創新[J]. 管理世界, 2020, 36(02): 95–105.
- 何玉梅, 郭迅華, 陳國青. 基於軌跡和波動的新生網商成長模式及特徵研究[J]. 中國管理科學, 2018, 26(4): 108–119.
- 郭迅華. 區塊鏈的邊界[J]. 清華管理評論, 2018(11): 42–47.
- 王萌, 郭迅華, 陳國青, 李志傑. 等. 線上關係對中小網商績效影響的實證分析[J]. 中國管理科學, 2016, 24(10): 156–163
- 郭迅華. 企業大數據與大數據企業[J]. 清華管理評論, 2015(6): 22–28.
- 徐宗本, 馮芷艷, 郭迅華, 曾大軍, 陳國青. 大數據驅動的管理與決策前沿課題[J]. 管理世界, 2014, (11): 158-163.
- 羅念龍, 郭迅華, 陳國青. 企業內部部落格使用對員工溝通滿意度的影響[J]. 清華大學學報(自然科學版), 2014, 54(07): 966–972.
- 羅念龍, 郭迅華, 陳國青, 陸本江. 社會網路套用與組織承諾:基於企業內部部落格的研究[J]. 信息系統學報, 2014(14): 47–58.
- 謝濱, 劉帆, 鄒曦, 李明志, 郭迅華, Kai Reimers. 基於競爭合作模型的醫院電子商務採購平台建設[J]. 中華醫院管理, 2014, 30(8): 626–628.
- 馮芷艷, 郭迅華, 曾大軍, 陳煜波, 陳國青. 大數據背景下商務管理研究若干前沿課題[J]. 管理科學學報, 2013, 16(1): 1–18.
- 楊彥武, 郭迅華, 曾大軍, 張傑, 秦蕊. 搜尋競價中關鍵字最最佳化策略[J]. 信息系統學報, 2013(12): 9–23.
- 羅念龍, 郭迅華, 陳國青. 企業內部部落格的持續使用模式分析[J]. 信息資源管理學報, 2012, 1(2): 40–47.
- 李鏵汶, 郭迅華. IT投資類型與企業盈利能力——中國上市公司的實證研究[J]. 信息系統學報, 2011(9): 13–20.
- 郭迅華, 張楠, 孟慶國. 結構化理論與信息系統採納:電子政務環境下的案例研究[J]. 信息資源管理學報, 2011, 1(1): 78–85.
- 郭迅華, 張楠, 黃彥. 開源軟體的採納與套用:政府組織環境中的案例實證[J]. 管理科學學報, 2010, 13(11): 65–75.
- 張楠, 孟慶國, 郭迅華. 電子政務研究回顧1999-2009:基於SSCI文獻的分析[J]. 公共管理評論, 2010, 9(1): 143–161.
- 謝濱, 林軼君, 郭迅華. 手機銀行用戶採納的影響因素研究[J]. 南開管理評論, 2009, 12(3): 12–19.
- 張楠, 郭迅華, 陳國青. 行為建模角度信息技術採納研究綜述[J]. 科學管理研究, 2009, 27(4): 13–19.
- 張楠, 郭迅華, 陳國青. 信息技術初期接受擴展模型及其實證研究[J]. 系統工程理論與實踐, 2007(9): 123–130.
- 郭迅華, 陳國青. 基於XML的通用關聯規則挖掘套用模式[J]. 管理工程學報, 2005, 19(4): 53–59.
- 吳瑞鵬, 陳國青, 郭迅華. 中國企業信息化中的關鍵因素[J]. 南開管理評論, 2004, 7(3): 74–79.
教材及著作
- 陳國青, 郭迅華, 馬寶君. (2019). 管理信息系統:原理、方法與套用(第3版), 北京: 高等教育出版社.
- Reimers, K., Guo, X., Li, M., Xie, B., and Zhang, T. (2014). Innovating in a Learning Community - Emergence of an Open Information Infrastructure in China’s Pharmaceutical Distribution Industry, Springer. (in English)
- Zhang, N. and Guo, X. (2014). Electronic Government Adoption in China: Multiple Research Perspectives in the Post-Informationization Age, Beijing: Tsinghua University Press. (in English)
- 陳國青, 郭迅華, 馬寶君. (2014). 管理信息系統:原理、方法與套用(第2版), 北京: 高等教育出版社.
- 陳國青, 王刊良, 郭迅華, 徐心, 胡立斌, 廖貅武. (2013). 新興電子商務-參與者行為. 北京: 清華大學出版社.
- 毛基業, 郭迅華, 朱岩. (2011). 管理信息系統——基礎、套用與方法, 北京: 清華大學出版社.
- 陳國青, 郭迅華. (2005). 信息系統管理, 北京: 中國人民大學出版社.
- 郭迅華. (2000). PowerSite與Sybase Internet技術詳解, 北京:電子工業出版社.
- 郭迅華. (1999). Borland C++Builder 3應用程式開發學習教程, 北京:北京大學出版社.
- 郭迅華, 馮鐵軍, 馮錦鋒, 肖勇波. (1999). 全面掌握Delphi 4, 北京:人民郵電出版社.
教學案例
- 謝濱, 孫昊, 郭迅華, 李明志, Reimers, K. (2019). “中國藥品信息化協同服務平台”,清華大學經濟管理學院案例中心.
- 謝濱, 郭迅華, 李明志, Reimers, K., 吳鼎, 唐雁寒. (2017). “中國藥品編碼轉換公共平台(B)”,清華大學經濟管理學院案例中心.
- 謝濱, 李垚, 郭迅華, 李明志, Reimers, K. (2016). “九州通面向網際網路的醫藥供應鏈”, 清華大學經濟管理學院案例中心.
- 謝濱, 郭迅華, 李明志, Reimers, K. (2015). “中國藥品編碼轉換公共平台”,清華大學經濟管理學院案例中心.
- 謝濱, 盤仲瑩, 張海蓮, 李碧琳, Kai Reimers, 郭迅華, 李明志. (2015). “北京和睦家醫院用藥管理”, 清華大學經濟管理學院案例中心.
- 謝濱, 劉光宇, 林麗慧, 郭迅華, 呂春燕, 李明志, Kai Reimers. (2013). “藥房共管:北京公安局民警門診部與CNP合作模式”, 清華大學經濟管理學院案例中心.
- McFarlan, F.W.,Chen, G.,Reimers, K. and Guo, X. (2007). "Digital China Holdings Ltd.: Managing the Transition from a Product-Oriented Towards a Service-Oriented Company," HBS Case #9-307-093.