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    学术期刊论文
 

[new] • Hongying Tan, Benjiang Lu*, Zhengrui Jiang, Baojun Ma*. Dyadic Interactions and Patient Service Evaluation in Online Healthcare Consultations: The Role of Communication?Alignment. Production and Operations Management, forthcoming.(SCI一区，UTD24/FT50商学院顶级期刊论文) [Link]

[new] • Baojun Ma, Lingyun Zhou, Yao Mu*, Yi Chen, Jian Zhang. Impact of CEO Perceived Dominance on Corporate Financial Performance: An Empirical Study Based on Facial Feature Extraction by Deep Learning. Financial Innovation, accepted.(SSCI一区)

[new] • Ying Jin, Yanwu Yang, Baojun Ma*. Dynamic heterogeneous graph convolutional networks for click-through rate prediction in recommender systems. Electronic Commerce Research, forthcoming.(SSCI二区) [Link] [PDF]

[new] • Jia Jin, Qingsong Liu, Yufeng Yang, Baojun Ma, Yu Pan*. How social crowding impacts mobile shopping: A perspective from information processing. Information & Management, 2025, 62(7), Article No.: 104197.(SSCI一区, 中科院TOP) [Link] [PDF]

[new] • Yunsong Hu, Baojun Ma, Jia Jin*. Neural Synchrony and Consumer Behavior: Predicting Friends' Behavior in Real-World Social Networks. Journal of Neuroscience, 2025, 45(32), Article No.: e0073252025.(SCI二区, 认知神经顶刊) [Link] [PDF]

[new] • Benjiang Lu, Baojun Ma*. Unraveling the Impacts of Review Content Features on Consumer Perceptions Considering Initial and Appended Reviews. Aslib Journal of Information Management, forthcoming.(SCI/SSCI二区) [Link] [PDF]

[new] • Yipei Chen, Hua Yuan*, Baojun Ma, Limin Wang, Yu Qian. Beyond Songs: Analyzing User Sentiment Through Music Playlists and Multimodal Data. ACM Transactions on Multimedia Computing, Communications and Applications, 2025, 21(3), Article No.: 82. (SCI一区) [Link] [PDF]

[new] • Xinyu Zhu, Qiang Zhang*, Baojun Ma*. Predicting and Interpreting Digital Platform Survival: An Interpretable Machine Learning Approach. Electronic Commerce Research and Applications, 2024, 67, Article No.: 101423. (SSCI一区) [Link] [PDF]

[new] • Xusen Cheng, Shuang Zhang, Yanyue Ran, Baojun Ma*. Enhancing the perceived resilience of the road transportation system: Utilizing cues from ridesharing. Transportation Research Part A: Policy and Practice, 2024, 186, Article No.: 104131. (SSCI一区, 中科院一区Top) [Link] [PDF]

[new] • Yujie Zheng, Baojun Ma*, Xiwen Zhou, Benjiang Lu. Not All Consumer-Generated Images Are Attractive and Persuasive: A Heuristic Cue Perspective. Computers in Human Behavior, 2024, 158, Article No.: 108285. (SSCI一区, 中科院一区Top) [Link] [PDF]

[new] • Lijuan Luo, Yuwei Wang, Siqi Duan, Shanshan Shang*, Baojun Ma*, Xiaoli Zhou. Continuous Knowledge Contribution in Social Q&A Communities: the Moderation Effects of Self-presentation and Motivational Affordances. Information Technology & People, 2024, 37(5): 1950-1982. (SSCI一区) [Link] [PDF]

[new] • Jia Jin, Lu Dai, Taihao Li, Ting Xu, Baojun Ma*, Guanxiong Pei*. Mechanism of implicit moral decision in the context of non-deceptive counterfeit luxury consumption. Current Psychology, 2024, 43, 15191-15201. (SSCI二区) [Link] [PDF]

 • 张楠, 黄梅银, 罗亚, 马宝君*. 全国政府网站内容数据中的知识发现：从注意力分配到政策层级扩散. 管理科学学报, 2023, 26(5): 154-173. (CSSCI, 基金委管理学30本重要期刊) [Link] [PDF]

 • Mingyue Zhang, Tiancheng Zhu, Yu Xu, Baojun Ma*. Zero is Hero: Round Number Effects on Knowledge-Sharing Platforms. Information & Management, 2023, 60(6), Article No.: 103833. (SSCI一区，中科院一区) [Link] [PDF]

 • Xusen Cheng, Tong Xue, Bo Yang, Baojun Ma*. A Digital Transformation Approach in Hospitality and Tourism Research. International Journal of Contemporary Hospitality Management, 2023, 35(8): 2944-2967. (ESI前0.1%热点论文，SSCI一区，中科院一区TOP) [Link] [PDF]

 • Baojun Ma, Jingxia He, Hui Yuan*, Jian Zhang, Chi Zhang. Corporate Social Responsibility and Trade Credit: the Role of Textual Features. Journal of Electronic Business & Digital Economics, 2023, 2(1): 89-109. [Link] [PDF]

 • Hua Yuan, Wenjun Deng, Baojun Ma*, Yu Qian. Monitoring Events of Market Competitors: A Text Mining Method for Analyzing Massive Firm-generated Social Media. Journal of Theoretical and Applied Electronic Commerce Research, 2023, 18(2): 908-927. (SSCI一区) [Link] [PDF]

 • Benjiang Lu, Baojun Ma*, Dong Cheng, Jianyu Yang. An Investigation on Impact of Online Review Keywords on Consumers’ Product Consideration of Clothing. Journal of Theoretical and Applied Electronic Commerce Research, 2023, 18(1): 187-205. (SSCI一区) [Link] [PDF]

 • 马宝君, 宋逸兴, 陈怿*, 张健. 社会责任报告美观度对企业债务融资成本的影响研究. 管理学报, 2022, 19(12): 1855-1862+1873. (CSSCI, 基金委管理学30本重要期刊) [Link] [PDF]

 • Yan Wan, Ziqing Peng*, Yalu Wang, Yifan Zhang, Jinping Gao, Baojun Ma. Influencing factors and mechanism of doctor consultation volume on online medical consultation platforms based on physician review analysis. Internet Research, 2021, 31(6): 2055-2075. (SSCI/SCI一区) [Link] [PDF]

 • Yu Qian, Xiongwen Deng, Qiongwei Ye*, Baojun Ma*, Hua Yuan. On detecting business event from the headlines and leads of massive online news articles. Information Processing & Management, 2019, 56(6), Article ID: 102086. (SSCI一区/SCI) [Link] [PDF]

 • Yu Qian, Yang Du, Xiongwen Deng, Baojun Ma*, Qiongwei Ye*, Hua Yuan. Detecting New Chinese Words from Massive Domain Texts with Word Embedding. Journal of Information Science, 2019, 45(2): 196-211(SSCI/SCI) [Link] [PDF]

 • 马宝君, 张楠*, 谭棋天. 基于政民互动大数据的公共服务效能影响因素分析. 中国行政管理, 2018, (10): 109-115. (CSSCI)  [Link] [PDF]

 • Yan Wan, Baojun Ma*, Yu Pan. Opinion evolution of online consumer reviews in e-commerce environment. Electronic Commerce Research, 2018, 18(2): 291-311. (SSCI) [Link] [PDF]

 • Guoqing Chen, Cong Wang, Mingyue Zhang*, Qiang Wei, Baojun Ma. How "Small" Reflects "Large"? — Representative Information Measurement and Extraction. Information Sciences, 2018, 460–461: 519-540. (SCI一区/SSCI) [Link] [PDF]

 • 刘冠男, 张亮, 马宝君. 基于随机游走的电子商务退货风险预测研究. 管理科学, 2018, 31(1): 3-14. (CSSCI, 基金委管理学部A级期刊)  [Link] [PDF]

 • Baojun Ma, Qiang Wei*, Guoqing Chen, Jin Zhang, Xunhua Guo. Content & Structure Coverage: Extracting a Diverse Information Subset. INFORMS Journal on Computing, 2017, 29(4): 660-675. (SSCI/SCI, UTD24/FT50商学院顶级期刊论文) [INFORMS Link] [SSRN Link] [PDF]

• 任明, 张楠, 马宝君. 网络社区中个体受关注度的影响因素分析. 情报杂志, 2017, 36(7): 195-201. (CSSCI)  [Link] [PDF]

• Baojun Ma, Hua Yuan*, Ye Wu. Exploring performance of clustering methods on document sentiment analysis. Journal of Information Science, 2017, 43(1): 54-74. (SSCI/SCI) [Link] [PDF]

• Baojun Ma, Nan Zhang*, Guannan Liu, Liangqiang Li, Hua Yuan. Semantic Search for Public Opinions on Urban Affairs: A Probabilistic Topic Modeling-based Approach. Information Processing & Management, 2016, 52(3): 430-445. (SSCI一区/SCI) [Link] [PDF]

• Jinghong Xu, Lin Zhang, Baojun Ma, Ye Wu*. Impacts of suppressing guide on information spreading. Physica A: Statistical Mechanics and its Applications, 2016, 444: 922-927. (SCI) [Link] [PDF]

• Hualin Xu, Hua Yuan*, Baojun Ma, Yu Qian. Where to go and what to play: Towards summarizing popular information from massive tourism blogs. Journal of Information Science, 2015, 41(6): 830-854. (SCI/SSCI)  [Link] [PDF]

• Baojun Ma, Huaping Zhang, Guoqing Chen*, Yanping Zhao, Bart Baesens. Investigating Associative Classification for Software Fault Prediction: An Experimental Perspective. International Journal of Software Engineering and Knowledge Engineering, 2014, 24(1): 61-90. (SCI) [Link] [PDF]

• Huaping Zhang*, Ruiqi Zhang, Yanping Zhao, Baojun Ma. Big Data Modeling and Analysis of Microblog Ecosystem. International Journal of Automation and Computing, 2014, 11(2): 119-127, 2014. (EI)  [Link] [PDF]

• 马宝君, 张楠*, 孙涛. 智慧城市背景下公众反馈大数据分析: 概率主题建模的视角. 电子政务, 2013, 12: 9-15. (CSSCI) [Link] [PDF]

• Baojun Ma, Qiang Wei*. Measuring the Coverage and Redundancy of Information Search Services on E-Commerce Platforms. Electronic Commerce Research and Applications, 2012, 11(6): 560-569. (SSCI/SCI)  [Link] [PDF]

• Baojun Ma*, Qiang Wei, Guoqing Chen. A combined Measure for Representative Information Retrieval in Enterprise Information Systems. Journal of Enterprise Information Management, 2011, 24(4): 310-321. (ABI)  [Link] [PDF]

 
    专著、教材
 

• 张楠, 马宝君, 孟庆国. 政策信息学: 大数据驱动的公共政策分析. 北京: 清华大学出版社, 2019.12. (ISBN: 978-7-302-54004-5) [Link] [Pic]

• 陈国青, 郭迅华, 马宝君. 管理信息系统: 原理、方法与应用(第三版). 北京: 高等教育出版社, 2019.9. (ISBN: 978-7-04-051782-8) [Link] [Pic] ("十二五"普通高等教育本科国家级规划教材)

• Qiongwei Ye, Baojun Ma. Internet+ and Electronic Business in China: Innovation and Applications. Wagon lane, Bingley, UK: Emerald Publishing Limited, 2018. (ISBN: 978-1-78743-116-4)  [Link] [Pic] (此英文专著获得“云南省2019年哲学社会科学优秀成果奖二等奖”)

• Nan Zhang, Baojun Ma. Constructing a Methodology Toward Policy Analysts for Understanding Online Public Opinions: A Probabilistic Topic Modeling Approach. In E. Tambouris et al. (Eds.), Electronic Government and Electronic Participation (Vol. 22, pp. 72-79): IOS Press, 2015.  [Link] [PDF]

 
    学术会议论文
 

[new] • Xinyu Zhu, Baojun Ma. Mining of Online Learning Outcomes: A Stacking Heterogeneous Ensemble Learning Approach. In the 20th Iberian Conference on Information Systems and Technologies (CISTI'2025), Lisboa, Portugal, June 16-19, 2025.

[new] • Min Yu, Mingyue Zhang*, Baojun Ma. Solve Knowledge Seeker's Problem: The Role of Bounty Amount and Temporal Scarcity. In the 84th Annual Meeting of the Academy of Management (AOM 2024), Chicago, Illinois, USA, August 9-13, 2024.

[new] • Lingyun Zhou, Yi Chen, Yao Mu*, Baojun Ma, Jian Zhang. An Empirical Study of the Impact of CEO Dominance on Corporate Performance Based on Facial Physical Feature Recognition. In the joint 16th FLINS Conference on Computational Intelligence in Decision and Control - The 19th ISKE Conference on Intelligence Systems and Knowledge Engineering (FLINS-ISKE 2024), Madrid, Spain, July 16-22, 2024.

[new] • Xiaoyan Wen, Yao Mu*, Yi Huang, Yi Chen, Baojun Ma. Empowering Users in Danmaku Governance: Impact on Continuous Intentions to Use Video Platforms. In the 2024 Workshop on Information Systems in Asia Pacific (ISAP 2024), Ho Chi Minh, Vietnam, July 2, 2024. (会议最佳在研论文提名奖)

 • Min Yu, Mingyue Zhang, Baojun Ma. Understanding the Role of Bounty Awards in Improving Content Contribution: Bounty Amount and Temporal Scarcity. In Pacific Asia Conference on Information Systems (PACIS'2023), Nanchang, Jiangxi, China, July 8-12, 2023, 79.

 • Peiyao Liang, Mingyue Zhang, Baojun Ma. Understanding Users’ Ask Intention on Paid Q&A Platform from the Perspective of Impression Management. In the 22nd Wuhan International Conference on E-business (WHICEB'2023), Wuhan, Hubei, China, May 26-28, 2023. (会议最佳论文)

 • 何晶霞, 马宝君, 张健. 言而有信还是敷衍作秀：基于机器学习方法的企业社会责任证据. 2021金融科技、创新与发展学术年会 (CFID'2021), 上海, 2021年8月28日. 

 • Yan Wan, Yalu Wang, Ziqing Peng, Jinping Gao, Baojun Ma. Research on influencing factors of doctors' selection rate in online medical consultation platform based on user reviews. In the 2020 International Conference on Digital Health and Medical Analytics (DHA'2020), Beijing, China, July 24-25, 2020. (会议最佳论文)

 • Baojun Ma*, Qiang Wei, Guoqing Chen, Qiongwei Ye. Extracting a diverse information subset by considering information coverage and redundancy simultaneously. In the 13th International FLINS Conference on Data Science and Knowledge Engineering for Sensing Decision Support (FLINS'2018), Belfast, Northern Ireland, UK, August 21-24, 2018, pp. 576-584.[Link]

 •Nan Zhang, Yu-Che Chen, Baojun Ma. Bureaucratic Responsiveness on Chinese Local Government Websites: Leveraging Big Data to Measure Central-Local Governments Relationship. In Public Management Research Conference 2018 (PMRC'2018), Singapore, May 31-June 2, 2018.[Link]

 •Yinan Yu, Baojun Ma*, Hailiang Chen, Benjamin P. C. Yen. Utilizing Geospatial Information in Cellular Data Usage for Key Location Prediction. In the 51st Hawaii International Conference on System Sciences (HICSS'2018), Hawaii, USA, Janurary 3-6, 2018, pp. 981-988.[Link] [PDF]

 •马宝君, 陈璐, 万岩. 在线客户评论的属性提取与细粒度情感分析：基于深度学习和层次聚类方法的视角. 信息系统协会中国分会第七届学术年会（CNAIS'2017）, 上海, 2017年10月20日-22日,pp.891-898. [PDF]

 •张亮, 刘冠男, 马宝君. 基于二部图的电子商务退货风险预测研究. 信息系统协会中国分会第七届学术年会（CNAIS'2017）, 上海, 2017年10月20日-22日, pp.239-245. [PDF]

•Jinyang Zheng, Zhengling Qi, Yong Tan, Baojun Ma and Yifan Dou. Who Drives in My Users? Evidence for App Usage Causal Network from Graphical Model Approach. In Conference on Information Systems and Technology (CIST'2016), Nashville, Tennessee, USA, November 12-13, 2016, paper 132. [Link]

• Baojun Ma, Hua Yuan, Yan Wan, Yu Qian, Nan Zhang and Qiongwei Ye. PUBLIC OPINION ANALYSIS BASED ON PROBABILITY TOPIC MODELING AND DEEP LEARNING. In the 20th Pacific Asia Conference on Information Systems (PACIS'2016), Chiayi, Taiwan, China, June 27-July 1, 2016, paper 171.(EI) [Link]

• Jin Zhang, Baojun Ma, Jilong Zhang, Ming Ren and Chong Ma. Understanding the Massive Online Reviews: A Novel Representative Subset Extraction Method. In the 20th Pacific Asia Conference on Information Systems (PACIS'2016), Chiayi, Taiwan, China, June 27-July 1, 2016, paper 299.(EI) [Link]

• Baojun Ma, Hailiang Chen. Examining the Causal Relationship between Screen Size and Cellular Data Consumption. In the 19th Pacific Asia Conference on Information Systems (PACIS'2015), Singapore, July 5-9, 2015, paper 180. (EI) [Link] [PDF]

• 劳鑫, 马宝君, 张楠, 万岩. 基于概率主题建模和深度学习的公众舆情分析.信息系统协会中国分会第六届全国大会（CNAIS'2015）,山东济南,2015年10月23日-25日,pp.477-486. [PDF]

• Hua Yuan, Yu Qian, Baojun Ma, Qiang Wei. From Trajectories to Path Network: An Endpoints-Based GPS Trajectory Partition and Clustering Framework. In the 15th International Conference on Web-Age Information Management (WAIM'2014), Macau, China, June 16-18, 2014, pp. 740-743. (EI). [Link] [PDF]

• 马宝君, 张楠. 智慧城市背景下的公众反馈热点研究: 基于概率主题建模的分析. 信息系统协会中国分会第五届全国大会（CNAIS'2013）, 贵州贵阳, 2013年10月17日-19日, pp. 741-745. [PDF]

• 任明, 张瑾, 马宝君. 信息系统领域的主题变化研究: 基于对MISQ的文献分析. 信息系统协会中国分会第五届全国大会（CNAIS'2013）, 贵州贵阳, 2013年10月17日-19日, pp. 819-824. [PDF]

• 赵燕平, 张华平, 马宝君, 赵辉. 基于动态知识关联的科技项目库管理. 信息系统协会中国分会第五届全国大会（CNAIS'2013）, 贵州贵阳, 2013年10月17日-19日, pp. 454-458. [PDF]

• Baojun Ma, Hua Yuan, Qiang Wei. A Comparison Study of Clustering Models for Online Review Sentiment Analysis. In The 14th International Conference on Web-Age Information Management (WAIM'2013), Beidaihe, China, June 14-16, 2013, pp. 332-337. (EI)  [Link] [PDF]

• Baojun Ma, Karel Dejaeger, Jan Vanthienen, Bart Baesens. Software Defect Prediction Based on Association Rule Classification. In the 2010 International Conference on Electronic-Business Intelligence (ICEBI'2010), Kunming, China, Dec. 19-21, 2010, pp. 396-402. (ISTP indexed)  [Link] [PDF]

• Baojun Ma, Qiang Wei, Guoqing Chen. A Combined Measure for Representativeness on Information Retrieval in Web Search. In the 9th International FLINS Conference on Foundations and Applications of Computational Intelligence (FLINS'2010), Chengdu, China, Aug. 2-4, 2010, pp. 659-665. (ISTP indexed)  [Link] [PDF]