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Volumn 39, Issue 10, 2012, Pages 9899-9908

SMS spam filtering: Methods and data

Author keywords

SMS spam dataset; SMS spam filtering; Text classification

Indexed keywords

DATA COLLECTION; DATA SETS; E-MAIL SPAM; PERSONAL SERVICES; RESPONSE RATE; SPAM FILTERING; TEXT CLASSIFICATION;

EID: 84859217714     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2012.02.053     Document Type: Review
Times cited : (161)

References (58)
  • 4
    • 18244405757 scopus 로고    scopus 로고
    • Leveraging social networks to fight spam
    • P.O. Boykin, and V.P. Roychowdhury Leveraging social networks to fight spam IEEE Computer 38 2005 61 68
    • (2005) IEEE Computer , vol.38 , pp. 61-68
    • Boykin, P.O.1    Roychowdhury, V.P.2
  • 6
    • 80052582956 scopus 로고    scopus 로고
    • S. Srinivasan, K. Ramamritham, A. Kumar, M. P. Ravindra, E. Bertino, & R. Kumar (Eds.), WWW ACM
    • Castillo, C.; Mendoza, M.; Poblete, B. (2011). Information credibility on twitter. In S. Srinivasan, K. Ramamritham, A. Kumar, M. P. Ravindra, E. Bertino, & R. Kumar (Eds.), WWW (pp. 675-684). ACM.
    • (2011) Information Credibility on Twitter , pp. 675-684
    • Castillo, C.1    Mendoza, M.2    Poblete, B.3
  • 11
    • 0034824884 scopus 로고    scopus 로고
    • Concept decompositions for large sparse text data using clustering
    • I.S. Dhillon, and D.S. Modha Concept decompositions for large sparse text data using clustering Machine Learning 42 2001 143 175
    • (2001) Machine Learning , vol.42 , pp. 143-175
    • Dhillon, I.S.1    Modha, D.S.2
  • 16
    • 78751511305 scopus 로고    scopus 로고
    • Measurement and classification of humans and bots in internet chat
    • P.C. van Oorschot, USENIX Association
    • S. Gianvecchio, M. Xie, Z. Wu, and H. Wang Measurement and classification of humans and bots in internet chat P.C. van Oorschot, USENIX security symposium 2008 USENIX Association 155 170
    • (2008) USENIX Security Symposium , pp. 155-170
    • Gianvecchio, S.1    Xie, M.2    Wu, Z.3    Wang, H.4
  • 18
    • 84859215455 scopus 로고    scopus 로고
    • Why i hate challenge-response systems
    • 28.02.05
    • Graham-Cumming, J. (2005). Why I hate challenge-response systems. In JGC's spam and antispam newsletter. < http://www.jgc.org/antispam/02282005- 60dfea1d4f36a4071c21d1ba86f5e988.pdf > 28.02.05.
    • (2005) JGC's Spam and Antispam Newsletter
    • Graham-Cumming, J.1
  • 24
    • 35348884776 scopus 로고    scopus 로고
    • Optimizing predictive text entry for short message service on mobile phones
    • M.J. Smith, G. Salvendy, Lawrence Erlbaum Associates
    • Y. How, and M.-Y. Kan Optimizing predictive text entry for short message service on mobile phones M.J. Smith, G. Salvendy, Proceedings of human computer interfaces international (HCII 05) 2005 Lawrence Erlbaum Associates
    • (2005) Proceedings of Human Computer Interfaces International (HCII 05)
    • How, Y.1    Kan, M.-Y.2
  • 28
    • 22944464423 scopus 로고    scopus 로고
    • The enron corpus: A new dataset for email classification research
    • J.-F. Boulicaut, F. Esposito, F. Giannotti, D. Pedreschi, Lecture notes in computer science Springer Berlin/ Heidelberg
    • B. Klimt, and Y. Yang The enron corpus: A new dataset for email classification research J.-F. Boulicaut, F. Esposito, F. Giannotti, D. Pedreschi, Machine learning: ECML 2004 Lecture notes in computer science Vol. 3201 2004 Springer Berlin/ Heidelberg 217 226
    • (2004) Machine Learning: ECML 2004 , vol.3201 , pp. 217-226
    • Klimt, B.1    Yang, Y.2
  • 30
    • 33947200129 scopus 로고    scopus 로고
    • An empirical study of three machine learning methods for spam filtering
    • C.-C. Lai An empirical study of three machine learning methods for spam filtering Knowledge-Based Systems 20 2007 249 254
    • (2007) Knowledge-Based Systems , vol.20 , pp. 249-254
    • Lai, C.-C.1
  • 32
    • 34547299762 scopus 로고    scopus 로고
    • The socio-linguistics of SMS: An analysis of SMS use by a random sample of Norwegians
    • R. Ling, P. Pedersen, Springer London
    • R. Ling The socio-linguistics of SMS: An analysis of SMS use by a random sample of Norwegians R. Ling, P. Pedersen, Mobile communications: Renegotiation of the social sphere 2005 Springer London 335 349
    • (2005) Mobile Communications: Renegotiation of the Social Sphere , pp. 335-349
    • Ling, R.1
  • 33
    • 34250091945 scopus 로고
    • Learning quickly when irrelevant attributes abound: A new linear-threshold algorithm
    • N. Littlestone Learning quickly when irrelevant attributes abound: A new linear-threshold algorithm Machine Learning 2 1988 285 318
    • (1988) Machine Learning , vol.2 , pp. 285-318
    • Littlestone, N.1
  • 35
    • 78651550334 scopus 로고    scopus 로고
    • Index-based online text classification for SMS spam filtering
    • W. Liu, and T. Wang Index-based online text classification for SMS spam filtering Journal of Computers 5 2010 844 851
    • (2010) Journal of Computers , vol.5 , pp. 844-851
    • Liu, W.1    Wang, T.2
  • 39
    • 84859212369 scopus 로고    scopus 로고
    • Vodafone unveils low-cost mobile handsets
    • 17.02.10
    • Maina, W. (2010). Vodafone unveils low-cost mobile handsets. Business Daily. < http://www.businessdailyafrica.com/Corporate+News/-/539550/863416/-/ xsf06c/-/index.html > 17.02.10.
    • (2010) Business Daily
    • Maina, W.1
  • 44
    • 0002442796 scopus 로고    scopus 로고
    • Machine learning in automated text categorization
    • F. Sebastiani Machine learning in automated text categorization ACM Computing Surveys 34 2002 1 47
    • (2002) ACM Computing Surveys , vol.34 , pp. 1-47
    • Sebastiani, F.1
  • 50
    • 70849083471 scopus 로고    scopus 로고
    • Incremental SVM model for spam detection on dynamic email social networks
    • IEEE Computer Society
    • C.-Y. Tseng, and M.-S. Chen Incremental SVM model for spam detection on dynamic email social networks CSE Vol. 4 2009 IEEE Computer Society 128 135
    • (2009) CSE , vol.4 , pp. 128-135
    • Tseng, C.-Y.1    Chen, M.-S.2
  • 51
    • 78651420679 scopus 로고    scopus 로고
    • Don't follow me - Spam detection in twitter
    • S.K. Katsikas, & P. Samarati (Eds.) Sciteress
    • Wang, A. H. (2010). Don't follow me - spam detection in twitter. In S.K. Katsikas, & P. Samarati (Eds.), SECRYPT (pp. 142-151). Sciteress.
    • (2010) SECRYPT , pp. 142-151
    • Wang, A.H.1
  • 57
    • 77951203723 scopus 로고    scopus 로고
    • Hybrid spam filtering for mobile communication
    • J.W. Yoon, H. Kim, and J.H. Huh Hybrid spam filtering for mobile communication Computers & Security 29 2010 446 459
    • (2010) Computers & Security , vol.29 , pp. 446-459
    • Yoon, J.W.1    Kim, H.2    Huh, J.H.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.