Baojun Ma

School of Business and Management, Shanghai International Studies University

Professor & Deputy Dean

1550 Wen Xiang Rd.

Songjiang District

Shanghai, Shanghai 201620

China

http://baojunma.com/index_en.html

SCHOLARLY PAPERS

8

DOWNLOADS

722

SSRN CITATIONS

1

CROSSREF CITATIONS

2

Scholarly Papers (8)

1.

Software Defect Prediction Based on Association Rule Classification

Number of pages: 8 Posted: 16 Mar 2011
School of Business and Management, Shanghai International Studies University, Catholic University of Leuven (KUL). Faculty of Business and Economics (FBE)., Katholieke Universiteit Leuven (K.U.Leuven) and KU Leuven - Faculty of Business and Economics (FEB)
Downloads 321 (177,579)
Citation 5

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Software defect prediction, association rule classification, CBA2, AUC

2.

Utilizing Geospatial Information in Cellular Data Usage for Key Location Prediction

Number of pages: 17 Posted: 11 May 2016 Last Revised: 14 May 2016
University of Oklahoma, HKU Business School, The University of Hong Kong, School of Business and Management, Shanghai International Studies University and The University of Hong Kong - School of Business
Downloads 127 (414,199)

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cellular data usage, geospatial information, home and workplace, precision marketing, telecommunications, kernel density estimation

3.

Measuring the Coverage and Redundancy of Information Search Services on E-Commerce Platforms

Electronic Commerce Research and Applications, Volume 11, Issue 6, Pages 560-569.
Number of pages: 10 Posted: 17 Oct 2014
Baojun Ma and Qiang Wei
School of Business and Management, Shanghai International Studies University and Tsinghua University - School of Economics & Management
Downloads 88 (535,440)

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Information Coverage, Information Redundancy, Information Search, Information Structure

4.

Exploring Performance of Clustering Methods on Document Sentiment Analysis

Journal of Information Science, 2017, 43(1): 54-74
Number of pages: 21 Posted: 01 Feb 2016 Last Revised: 10 Feb 2017
Baojun Ma, Hua Yuan and Ye Wu
School of Business and Management, Shanghai International Studies University, University of Electronic Science and Technology of China (UESTC) - School of Economics and Management and Beijing University of Posts and Telecommunications (BUPT) - School of Economics and Management
Downloads 74 (592,992)
Citation 1

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Clustering, data pre-processing, sentiment analysis, term weighting model

5.

Semantic Search for Public Opinions on Urban Affairs: A Probabilistic Topic Modeling-Based Approach

Information Processing & Management, 2016, 52(3): 430-445
Number of pages: 16 Posted: 01 Feb 2016 Last Revised: 10 Feb 2017
School of Business and Management, Shanghai International Studies University, Tsinghua University - School of Public Policy and Management, Beihang University (BUAA), affiliation not provided to SSRN and University of Electronic Science and Technology of China (UESTC) - School of Economics and Management
Downloads 56 (683,687)

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Probabilistic topic modeling, Public opinions, Big data analysis, Semantic search, Latent Dirichlet allocation (LDA)

6.

Investigating Associative Classification for Software Fault Prediction: An Experimental Perspective

International Journal of Software Engineering and Knowledge Engineering, Vol. 24, No. 1, pp. 61-90, 2014
Number of pages: 30 Posted: 19 Oct 2014
School of Business and Management, Shanghai International Studies University, Beijing Institute of Technology - School of Computer Science & Technology, Tsinghua University - School of Economics & Management, Beijing Institute of Technology - School of Management and Economics and KU Leuven - Faculty of Business and Economics (FEB)
Downloads 56 (683,687)

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software fault prediction, associative classification, prediction performance, comprehensibility, cross project validation

7.

Opinion Evolution of Online Consumer Reviews in the E-Commerce Environment

Electronic Commerce Research, Forthcoming
Posted: 05 Jun 2017
Yan Wan, Baojun Ma and Yu Pan
Beijing University of Posts and Telecommunications (BUPT) - School of Economics and Management, School of Business and Management, Shanghai International Studies University and Shanghai International Studies University

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Opinion Evolution, Online Consumer Review, Opinion Dynamics, Multi-Agent Simulation

8.

Content & Structure Coverage: Extracting a Diverse Information Subset

INFORMS Journal on Computing, 2017, 29(4): 660-675
Posted: 17 Oct 2014 Last Revised: 13 Aug 2017
School of Business and Management, Shanghai International Studies University, Tsinghua University - School of Economics & Management, Tsinghua University - School of Economics & Management, Renmin University of China - School of Business and Tsinghua University - School of Economics & Management

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Information diversity, Information content coverage, Information structure coverage, Submodularity, Fast approximation