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Volumn , Issue , 2010, Pages

An empirical study of online consumer review spam: A design science approach

Author keywords

Econometric analysis; Electronic commerce; Kullback leibler divergence; Language modeling; Online reviews; Review spam; Spam detection

Indexed keywords

AUTOMATED DETECTION; BASELINE METHODS; DESIGN SCIENCE; ECONOMETRIC ANALYSIS; ECONOMIC IMPACTS; EMPIRICAL STUDIES; EXPERIMENT CONFIRM; KULLBACK LEIBLER DIVERGENCE; LANGUAGE MODELING; NOVEL METHODOLOGY; ONLINE CONSUMER REVIEWS; PRODUCT SALES; RESEARCH PROBLEMS; SPAM DETECTION;

EID: 84870962608     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (12)

References (62)
  • 1
    • 49049110756 scopus 로고    scopus 로고
    • Stylometric Identification in Electronic Markets: Scalability and Robustness
    • Abbasi, A., Chen, H., and Nunamaker Jr., J. F. 2008. "Stylometric Identification in Electronic Markets: Scalability and Robustness," Journal of Management Information Systems (25:1), pp. 49-78.
    • (2008) Journal of Management Information Systems , vol.25 , Issue.1 , pp. 49-78
    • Abbasi, A.1    Chen, H.2    Nunamaker, J.F.3
  • 2
    • 34548392598 scopus 로고    scopus 로고
    • Enhancing Information Retrieval Through Statistical Natural Language Processing: A Study of Collocation Indexing
    • Arazy, O., and Woo, C. 2007. "Enhancing Information Retrieval Through Statistical Natural Language Processing: A Study of Collocation Indexing," MIS Quarterly (31:3), pp. 525-546.
    • (2007) MIS Quarterly , vol.31 , Issue.3 , pp. 525-546
    • Arazy, O.1    Woo, C.2
  • 6
    • 41549109729 scopus 로고    scopus 로고
    • Online Consumer Review: Word-of-Mouth as a New Element of Marketing Communication Mix
    • Chen, Y., Xie, J. 2008. "Online Consumer Review: Word-of-Mouth as a New Element of Marketing Communication Mix," Management Science (54:3), pp. 477-491.
    • (2008) Management Science , vol.54 , Issue.3 , pp. 477-491
    • Chen, Y.1    Xie, J.2
  • 7
    • 67749139980 scopus 로고    scopus 로고
    • Credibility of Electronic Word-of-Mouth: Informational and Normative Determinants of On-line Consumer Recommendations
    • Cheung, M. Y., Luo, C., Sia, C.L., Chen, H. 2009. "Credibility of Electronic Word-of-Mouth: Informational and Normative Determinants of On-line Consumer Recommendations," International Journal of Electronic Commerce (13:4), pp. 9-38.
    • (2009) International Journal of Electronic Commerce , vol.13 , Issue.4 , pp. 9-38
    • Cheung, M.Y.1    Luo, C.2    Sia, C.L.3    Chen, H.4
  • 8
    • 33748566804 scopus 로고    scopus 로고
    • The Effect of Word of Mouth on Sales: Online Book Reviews
    • Chevalier, J. A., Mayzlin, D. 2006. "The Effect of Word of Mouth on Sales: Online Book Reviews," Journal of Marketing Research (43:3), pp. 345-354.
    • (2006) Journal of Marketing Research , vol.43 , Issue.3 , pp. 345-354
    • Chevalier, J.A.1    Mayzlin, D.2
  • 14
    • 33746868927 scopus 로고    scopus 로고
    • Six degrees of reputation: The use and abuse of online review and recommendation systems
    • Available online at:
    • David, S. and Pinch, T. 2006. "Six degrees of reputation: The use and abuse of online review and recommendation systems," First Monday, Special Issue #6: Commercial Applications of the Internet. Available online at: http://firstmonday.org/htbin/cgiwrap/bin/ojs/index.php/fm/issue/view/221.
    • (2006) First Monday, Special Issue #6: Commercial Applications of the Internet
    • David, S.1    Pinch, T.2
  • 15
    • 0242641140 scopus 로고    scopus 로고
    • The Digitization of Word of Mouth: Promise and Challenges of Online Feedback Mechanisms
    • Dellarocas, C. 2003. "The Digitization of Word of Mouth: Promise and Challenges of Online Feedback Mechanisms," Management Science (49:10), pp. 1407-1424.
    • (2003) Management Science , vol.49 , Issue.10 , pp. 1407-1424
    • Dellarocas, C.1
  • 16
    • 33749684670 scopus 로고    scopus 로고
    • Strategic Manipulation of Internet Opinion Forums: Implications for Consumers and Firms
    • Dellarocas, C. 2006. "Strategic Manipulation of Internet Opinion Forums: Implications for Consumers and Firms," Management Science (52:10), pp. 1577-1593.
    • (2006) Management Science , vol.52 , Issue.10 , pp. 1577-1593
    • Dellarocas, C.1
  • 17
    • 36549012826 scopus 로고    scopus 로고
    • Exploring the Value of Online Product Reviews in Forecasting Sales: The Case of Motion Pictures
    • Dellarocas, C., Zhang, X., Awad, N. 2007. "Exploring the Value of Online Product Reviews in Forecasting Sales: The Case of Motion Pictures," Journal of Interactive Marketing (21:4), pp. 23-45.
    • (2007) Journal of Interactive Marketing , vol.21 , Issue.4 , pp. 23-45
    • Dellarocas, C.1    Zhang, X.2    Awad, N.3
  • 21
    • 11144344881 scopus 로고    scopus 로고
    • Using Online Conversations to Study Word-of-Mouth Communication
    • Godes, D. and Mayzlin, D. 2004. "Using Online Conversations to Study Word-of-Mouth Communication," Marketing Science (23:4), pp. 545-60.
    • (2004) Marketing Science , vol.23 , Issue.4 , pp. 545-560
    • Godes, D.1    Mayzlin, D.2
  • 23
    • 0003562954 scopus 로고    scopus 로고
    • A Simple Generalisation of the Area Under the ROC Curve for Multiple Class Classification Problems
    • Hand, D. and Till, R. 2001. "A Simple Generalisation of the Area Under the ROC Curve for Multiple Class Classification Problems," Machine Learning (45:2), pp. 171-186.
    • (2001) Machine Learning , vol.45 , Issue.2 , pp. 171-186
    • Hand, D.1    Till, R.2
  • 24
    • 0242652022 scopus 로고    scopus 로고
    • Design science in information systems research
    • Hevner, A., March, S., Park, J., Ram, S. 2004. "Design science in information systems research," MIS Quarterly (28:1), pp. 75-105.
    • (2004) MIS Quarterly , vol.28 , Issue.1 , pp. 75-105
    • Hevner, A.1    March, S.2    Park, J.3    Ram, S.4
  • 31
    • 42049092041 scopus 로고    scopus 로고
    • Towards a Belief Revision Based Adaptive and Context Sensitive Information Retrieval System
    • Lau, R.Y.K., Bruza, P.D., and Song, D. 2008. "Towards a Belief Revision Based Adaptive and Context Sensitive Information Retrieval System," ACM Transactions on Information Systems (26:2), pp. 8.1-8.38.
    • (2008) ACM Transactions On Information Systems , vol.26 , Issue.2
    • Lau, R.Y.K.1    Bruza, P.D.2    Song, D.3
  • 32
    • 84870966670 scopus 로고    scopus 로고
    • Information Granulation for the Design of Granular Information Retrieval Systems
    • Paris, France, Completed Research Paper
    • Lau, R.Y.K. and Lai, C.L. 2008. "Information Granulation for the Design of Granular Information Retrieval Systems," in Proceedings of the 2008 International Conference on Information Systems, Paris, France, Completed Research Paper (179.
    • (2008) Proceedings of the 2008 International Conference On Information Systems , pp. 179
    • Lau, R.Y.K.1    Lai, C.L.2
  • 36
    • 2942563819 scopus 로고    scopus 로고
    • Context-Sensitive Text Mining and Belief Revision for Intelligent Information Retrieval on the Web
    • Lau, R.Y.K. 2003. "Context-Sensitive Text Mining and Belief Revision for Intelligent Information Retrieval on the Web," Journal of Web Intelligence and Agent Systems (1:3-4), pp. 151-172.
    • (2003) Journal of Web Intelligence and Agent Systems , vol.1 , Issue.3-4 , pp. 151-172
    • Lau, R.Y.K.1
  • 42
    • 55949085529 scopus 로고    scopus 로고
    • Design science in the information systems discipline
    • March, S. T., Storey, V. C. 2008. "Design science in the information systems discipline," MIS Quarterly, (32:4), pp. 725-730.
    • (2008) MIS Quarterly , vol.32 , Issue.4 , pp. 725-730
    • March, S.T.1    Storey, V.C.2
  • 44
    • 33646338900 scopus 로고    scopus 로고
    • Promotional Chat on the Internet
    • Mayzlin, D. 2006. "Promotional Chat on the Internet," Marketing Science (25:2), pp. 155-163.
    • (2006) Marketing Science , vol.25 , Issue.2 , pp. 155-163
    • Mayzlin, D.1
  • 47
    • 0021474165 scopus 로고
    • Estimation of probabilities in the language model of the IBM speech recognition system
    • Nadas, A. 1984. "Estimation of probabilities in the language model of the IBM speech recognition system," IEEE Transactions on Acoustics, Speech and Signal Processing (32:4), pp. 859.
    • (1984) IEEE Transactions On Acoustics, Speech and Signal Processing , vol.32 , Issue.4 , pp. 859
    • Nadas, A.1
  • 50
    • 51849123990 scopus 로고    scopus 로고
    • What is Web 2.0: Design Patterns and Business Models for the Next Generation of Software
    • Available at SSRN:
    • Oreilly, T. 2007. "What is Web 2.0: Design Patterns and Business Models for the Next Generation of Software," Communications & Strategies, (1), pp.17. Available at SSRN: http://ssrn.com/abstract=1008839
    • (2007) Communications & Strategies , vol.1 , pp. 17
    • Oreilly, T.1
  • 53
    • 84948481845 scopus 로고
    • An algorithm for suffix stripping
    • Porter, M. 1980. "An algorithm for suffix stripping," Program (14:3), pp. 130-137.
    • (1980) Program , vol.14 , Issue.3 , pp. 130-137
    • Porter, M.1
  • 56
    • 0016572913 scopus 로고
    • A vector space model for automatic indexing
    • Salton, G., Wong, A., Yang, C. S. 1975. "A vector space model for automatic indexing," Communications of the ACM, (18:11), pp. 613-620.
    • (1975) Communications of the ACM , vol.18 , Issue.11 , pp. 613-620
    • Salton, G.1    Wong, A.2    Yang, C.S.3
  • 58
    • 21344497904 scopus 로고
    • On the function of sales assistance
    • Wernerfelt, B. 1994. "On the function of sales assistance," Marketing Science, 13:1), pp. 68-82.
    • (1994) Marketing Science , vol.13 , Issue.1 , pp. 68-82
    • Wernerfelt, B.1
  • 59
    • 84870957432 scopus 로고    scopus 로고
    • Product-Related Deception in E-Commerce: A Theoretical Perspective
    • Forthcoming. Available at:
    • Xiao, B. and Benbasat, I. 2010. "Product-Related Deception in E-Commerce: A Theoretical Perspective," MIS Quarterly. Forthcoming. Available at: http://www.misq.org/archivist/vol/Queue/XiaoBenbasat.html.
    • (2010) MIS Quarterly
    • Xiao, B.1    Benbasat, I.2
  • 60
    • 3042824043 scopus 로고    scopus 로고
    • A study of smoothing methods for language models applied to information retrieval
    • Zhai, C. and Lafferty, J. 2004. "A study of smoothing methods for language models applied to information retrieval," ACM Transactions on Information Systems (22:2), pp. 179-214.
    • (2004) ACM Transactions On Information Systems , vol.22 , Issue.2 , pp. 179-214
    • Zhai, C.1    Lafferty, J.2
  • 61
    • 66949164379 scopus 로고    scopus 로고
    • Trusting spam reporters: A reporter-based reputation system for email filtering
    • Article 3
    • Zheleva, E., Kolcz, A., Getoor, L. 2008. "Trusting spam reporters: A reporter-based reputation system for email filtering," ACM Transactions on Information Systems (27:1), Article 3.
    • (2008) ACM Transactions On Information Systems , vol.27 , Issue.1
    • Zheleva, E.1    Kolcz, A.2    Getoor, L.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.