메뉴 건너뛰기




Volumn , Issue , 2012, Pages 59-69

Robust detection of comment spam using entropy rate

Author keywords

Comment spam; Content complexity; Logistic regression; Noisy label; Spam filtering

Indexed keywords

COMMENT SPAM; CONTENT COMPLEXITY; LOGISTIC REGRESSIONS; NOISY LABELS; SPAM FILTERING;

EID: 84869838776     PISSN: 15437221     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2381896.2381907     Document Type: Conference Paper
Times cited : (28)

References (24)
  • 1
    • 0032183995 scopus 로고    scopus 로고
    • The minimum description length principle in coding and modeling
    • A. R. Barron, J. Rissanen, and B. Yu. The minimum description length principle in coding and modeling. IEEE Transactions on Information Theory, 44(6):2743-2760, 1998.
    • (1998) IEEE Transactions on Information Theory , vol.44 , Issue.6 , pp. 2743-2760
    • Barron, A.R.1    Rissanen, J.2    Yu, B.3
  • 7
    • 77956044597 scopus 로고    scopus 로고
    • Uncovering social spammers: Social honeypots+ machine learning
    • K. Lee, J. Caverlee, and S. Webb. Uncovering social spammers: social honeypots+ machine learning. In Proceedings of SIGIR, 2010.
    • (2010) Proceedings of SIGIR
    • Lee, K.1    Caverlee, J.2    Webb, S.3
  • 8
    • 0000873069 scopus 로고
    • A method for the solution of certain non-linear problems in least squares
    • K. Levenberg. A method for the solution of certain non-linear problems in least squares. In Quarterly of Applied Mathematics, volume 2, pages 164-168, 1944.
    • (1944) Quarterly of Applied Mathematics , vol.2 , pp. 164-168
    • Levenberg, K.1
  • 9
    • 0000169232 scopus 로고
    • An algorithm for least-squares estimation of nonlinear parameters
    • D. Marquardt. An algorithm for least-squares estimation of nonlinear parameters. In SIAM Journal on Applied Mathematics, volume 11, pages 430-441, 1963.
    • (1963) SIAM Journal on Applied Mathematics , vol.11 , pp. 430-441
    • Marquardt, D.1
  • 12
    • 84860859180 scopus 로고    scopus 로고
    • Semi-supervised correction of biased comment ratings
    • A. Mishra and R. Rastogi. Semi-supervised correction of biased comment ratings. In Proceedings of WWW'12, 2012.
    • (2012) Proceedings of WWW'12
    • Mishra, A.1    Rastogi, R.2
  • 18
    • 0040973114 scopus 로고    scopus 로고
    • Entropy estimation of symbol sequence
    • Sept
    • T. Schurmann and P. Grassberger. Entropy estimation of symbol sequence. Chaos (Woodbury, N.Y.), 6(3):414-427, Sept. 1996.
    • (1996) Chaos (Woodbury, N.Y.) , vol.6 , Issue.3 , pp. 414-427
    • Schurmann, T.1    Grassberger, P.2
  • 20
    • 84944486544 scopus 로고
    • Prediction and entropy of printed English
    • C. Shannon. Prediction and Entropy of Printed English. Bell System Technical Journal, 30(1):50-64, 1951.
    • (1951) Bell System Technical Journal , vol.30 , Issue.1 , pp. 50-64
    • Shannon, C.1
  • 21
    • 79960856387 scopus 로고    scopus 로고
    • Prevalence and mitigation of forum spamming
    • IEEE
    • Y. Shin, M. Gupta, and S. Myers. Prevalence and mitigation of forum spamming. In INFOCOM, 2011 Proceedings IEEE, pages 2309-2317. IEEE, 2011.
    • (2011) INFOCOM, 2011 Proceedings IEEE , pp. 2309-2317
    • Shin, Y.1    Gupta, M.2    Myers, S.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.