学术期刊论文
 

[new] • 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, UT DALLAS 24商学院顶级期刊论文[INFORMS Link] [SSRN Link] [PDF]

[new] • 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, 基金委管理学部A级期刊)  [Link]

[new]  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, 2018.(已接收,即将发表, SSCI/SCI[Link] [PDF]

[new]  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]

[new]  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]

[new]  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]

[new]  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]

[new] • 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/EI[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/EI)  [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]

 
    学术会议论文
 

[new] • 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]

[new] 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]

[new] 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]

[new] •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]

[new] 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, 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, 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]

 
    专著、教材
 

[new]  Qiongwei Ye, Baojun Ma. Internet+ and Electronic Business in China: Innovation and Applications. Wagon lane, Bingley, UK: Emerald Publishing Limited, 2017.12  [Link]

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]

陈国青, 郭迅华, 马宝君. 管理信息系统: 原理、方法与应用(第二版). 北京: 高等教育出版社, 2014. [Link] ("十二五"普通高等教育本科国家级规划教材)

 
    工作论文
 

Yinan Yu, Hailiang Chen, Baojun Ma, Benjamin P. C. Yen. Utilizing Geospatial Information in Cellular Data Usage for Key Location Prediction.    [SSRN Link]

• Baojun Ma, Hailiang Chen. Does Bigger Screen Lead to More Cellular Data Usage?    [SSRN Link]

How are the newcomers growing into Senior users?: An investigation on Users Behavior in the Online Community.
  (Joint work with Nan Zhang and Hongshuyu Deng)

Measuring Public Concerns toward New Policies Based on Online Public Generated Contents: A Probabilistic Topic Modeling Approach and Its Application Case.
  (Joint work with Nan Zhang, Under Review)