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Volumn , Issue , 2012, Pages 233-239

A fraudster in a haystack: Crafting a classifier for non-delivery fraud prediction at online auction sites

Author keywords

boosting; e commerce; fraud prediction; machine learning; non delivery fraud; one class SVM; online auction sites

Indexed keywords

BOOSTING; EXPERT ANALYSIS; MACHINE LEARNING TECHNIQUES; NON-DELIVERY FRAUD; ONE CLASS-SVM; ONLINE AUCTION SITES; PREDICTION SYSTEMS; PRODUCT CATEGORIES;

EID: 84875669338     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SYNASC.2012.21     Document Type: Conference Paper
Times cited : (4)

References (23)
  • 2
    • 42149162866 scopus 로고    scopus 로고
    • A typology of complaints about ebay sellers
    • D. G. Gregg and J. E. Scott, "A typology of complaints about ebay sellers," Communications of the ACM, vol. 51 (4), pp. 69-74, 2008.
    • (2008) Communications of the ACM , vol.51 , Issue.4 , pp. 69-74
    • Gregg, D.G.1    Scott, J.E.2
  • 4
    • 0042421807 scopus 로고    scopus 로고
    • Statistical fraud detection: A review
    • R. Bolton and D. Hand, "Statistical fraud detection: A review," Statistical Science, vol. 17, no. 3, pp. 235-255, 2002.
    • (2002) Statistical Science , vol.17 , Issue.3 , pp. 235-255
    • Bolton, R.1    Hand, D.2
  • 5
    • 79955627427 scopus 로고    scopus 로고
    • A novel two-stage phased modeling framework for early fraud detection in online auctions
    • Sept
    • W.-H. Chang and J.-S. Chang, "A novel two-stage phased modeling framework for early fraud detection in online auctions," Expert Systems with Applications, vol. 38, pp. 11244-11260, Sept. 2011.
    • (2011) Expert Systems with Applications , vol.38 , pp. 11244-11260
    • Chang, W.-H.1    Chang, J.-S.2
  • 7
    • 79955600278 scopus 로고    scopus 로고
    • Internet auction fraud detection using social network analysis and classification tree approaches
    • Apr
    • C. Chiu, Y. Ku, T. Lie, and Y. Chen, "Internet auction fraud detection using social network analysis and classification tree approaches," International Journal of Electronic Commerce, vol. 15, pp. 123-147, Apr. 2011.
    • (2011) International Journal of Electronic Commerce , vol.15 , pp. 123-147
    • Chiu, C.1    Ku, Y.2    Lie, T.3    Chen, Y.4
  • 13
    • 33645763730 scopus 로고    scopus 로고
    • Fraudulent auctions on the internet
    • Apr
    • B. Gavish and C. Tucci, "Fraudulent auctions on the internet," Electronic Commerce Research, vol. 6, pp. 127-140, Apr. 2006.
    • (2006) Electronic Commerce Research , vol.6 , pp. 127-140
    • Gavish, B.1    Tucci, C.2
  • 14
    • 33745056767 scopus 로고    scopus 로고
    • The role of reputation systems in reducing on-line auction fraud
    • D. G. Gregg and J. E. Scott, "The role of reputation systems in reducing on-line auction fraud," International Journal of Electronic Commerce, vol. 10, no. 3, pp. 95-120, 2006.
    • (2006) International Journal of Electronic Commerce , vol.10 , Issue.3 , pp. 95-120
    • Gregg, D.G.1    Scott, J.E.2
  • 16
    • 84860860307 scopus 로고    scopus 로고
    • Online modeling of proactive moderation system for auction fraud detection
    • WWW '12, (New York, NY, USA), , ACM
    • L. Zhang, J. Yang, and B. Tseng, "Online modeling of proactive moderation system for auction fraud detection," in Proceedings of the 21st international conference on World Wide Web, WWW '12, (New York, NY, USA), p. 669-678, ACM, 2012.
    • (2012) Proceedings of the 21st International Conference on World Wide Web , pp. 669-678
    • Zhang, L.1    Yang, J.2    Tseng, B.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.