메뉴 건너뛰기




Volumn 25, Issue 2, 2010, Pages 215-223

A comparative study of machine learning methods for authorship attribution

Author keywords

[No Author keywords available]

Indexed keywords


EID: 77953886062     PISSN: 02681145     EISSN: 14774615     Source Type: Journal    
DOI: 10.1093/llc/fqq001     Document Type: Article
Times cited : (151)

References (35)
  • 2
    • 0032378517 scopus 로고    scopus 로고
    • Separating hyperplanes and the authorship of the disputed Federalist Papers
    • Bosch, R. A. and Smith, J. A. (1998). Separating hyperplanes and the authorship of the disputed Federalist Papers. Am Math Monthly, 105(7): 601-08.
    • (1998) Am Math Monthly , vol.105 , Issue.7 , pp. 601-608
    • Bosch, R.A.1    Smith, J.A.2
  • 3
    • 85006107664 scopus 로고    scopus 로고
    • 'Delta': a measure of stylistic difference and a guide to likely authorship
    • Burrows, J. (2002). 'Delta': a measure of stylistic difference and a guide to likely authorship. Literary Linguistic Comput: J Assoc Literary Linguistic Comput, 17(3): 267-87.
    • (2002) Literary Linguistic Comput: J Assoc Literary Linguistic Comput , vol.17 , Issue.3 , pp. 267-287
    • Burrows, J.1
  • 4
    • 0142094815 scopus 로고    scopus 로고
    • Questions of authorship: attribution and beyond
    • Burrows, J. (2003). Questions of authorship: attribution and beyond. Comput Humanities, 37(1): 5-32.
    • (2003) Comput Humanities , vol.37 , Issue.1 , pp. 5-32
    • Burrows, J.1
  • 5
    • 33947397567 scopus 로고    scopus 로고
    • All the way through: testing for authorship in different frequency strata
    • Burrows, J. (2007). All the way through: testing for authorship in different frequency strata. Literary Linguistic Comput: J Assoc Literary Linguistic Comput, 22(1): 27-47.
    • (2007) Literary Linguistic Comput: J Assoc Literary Linguistic Comput , vol.22 , Issue.1 , pp. 27-47
    • Burrows, J.1
  • 6
    • 0038604019 scopus 로고    scopus 로고
    • Authorship attribution with support vector machines
    • Diederich, J., Kindermann, J., Leopold, E., and Paass, G. (2000). Authorship attribution with support vector machines. Appl Intell, 19(1-2): 109-23.
    • (2000) Appl Intell , vol.19 , Issue.1-2 , pp. 109-123
    • Diederich, J.1    Kindermann, J.2    Leopold, E.3    Paass, G.4
  • 8
    • 31044445601 scopus 로고    scopus 로고
    • Association for Computers and the Humaniteis Ontario: Kingston
    • Forsyth, R. S. (1997). Towards a text benchmark suite. Association for Computers and the Humaniteis Ontario: Kingston.
    • (1997) Towards a text benchmark suite
    • Forsyth, R.S.1
  • 9
    • 32344453579 scopus 로고    scopus 로고
    • The disputed Federalist Papers: Svm feature selection via concave minimization.
    • Atlanta, GA
    • Fung, G. (2003). The disputed Federalist Papers: Svm feature selection via concave minimization. Proceedings of the 2003 Conference on Diversity in Computing. Atlanta, GA, pp. 42-6.
    • (2003) Proceedings of the 2003 Conference on Diversity in Computing. , pp. 42-46
    • Fung, G.1
  • 11
    • 0003684449 scopus 로고    scopus 로고
    • The Elements of Statistical Learning: Data Mining, Inference, and Prediction
    • 2nd edn. New York: Springer
    • Hastie, T., Tibshirani, R., and Friedman, J. (2009). The Elements of Statistical Learning: Data Mining, Inference, and Prediction. 2nd edn. New York: Springer.
    • (2009)
    • Hastie, T.1    Tibshirani, R.2    Friedman, J.3
  • 14
    • 84937336631 scopus 로고    scopus 로고
    • Statistical stylistics and authorship attribution: an empirical investigation
    • Hoover, D. L. (2001). Statistical stylistics and authorship attribution: an empirical investigation. Literary Linguist Comput: J Assoc Literary Linguist Comput, 16(4): 421-44.
    • (2001) Literary Linguist Comput: J Assoc Literary Linguist Comput , vol.16 , Issue.4 , pp. 421-444
    • Hoover, D.L.1
  • 15
    • 33746068301 scopus 로고    scopus 로고
    • Another perspective on vocabulary richness
    • Hoover, D. L. (2003a). Another perspective on vocabulary richness. Comput Humanities, 37(2): 151-78.
    • (2003) Comput Humanities , vol.37 , Issue.2 , pp. 151-178
    • Hoover, D.L.1
  • 20
    • 84957069814 scopus 로고    scopus 로고
    • Text categorization with support vector machines: learning with many relevant features
    • Berlin
    • Joachims, T. (1998). Text categorization with support vector machines: learning with many relevant features. European Conference on Machine Learning (ECML). Berlin, pp. 137-42.
    • (1998) European Conference on Machine Learning (ECML) , pp. 137-142
    • Joachims, T.1
  • 24
    • 84927774134 scopus 로고    scopus 로고
    • Ad-hoc authorship attribution competition approach outline
    • Juola, P. ACH/ALLC
    • Koppel, M. and Schler, J. (2004). Ad-hoc authorship attribution competition approach outline. Ad-Hoc Authorship Attribution Contest, In Juola, P. ACH/ALLC.
    • (2004) Ad-Hoc Authorship Attribution Contest
    • Koppel, M.1    Schler, J.2
  • 26
    • 34250648062 scopus 로고    scopus 로고
    • Measuring differentiability: unmasking pseudonymous authors
    • Koppel, M., Schler, J., and Bonchek-Dokow, E. (2007). Measuring differentiability: unmasking pseudonymous authors. J Mach Learn Res, 8: 1261-76.
    • (2007) J Mach Learn Res , vol.8 , pp. 1261-1276
    • Koppel, M.1    Schler, J.2    Bonchek-Dokow, E.3
  • 28
    • 24944521601 scopus 로고
    • On the utility of content analysis in author attribution: The Federalist
    • Martindale, C. and Mckenzie, D. (1995). On the utility of content analysis in author attribution: The Federalist. Comput Humanities, 29(4): 259-70.
    • (1995) Comput Humanities , vol.29 , Issue.4 , pp. 259-270
    • Martindale, C.1    Mckenzie, D.2
  • 30
    • 77953900662 scopus 로고    scopus 로고
    • The Federalist Papers Access Yale Law School, Lillian Goldman Law Library 2009 [cited 1/20/2009 2009]. Available from
    • The Federalist Papers. Access (2009). Yale Law School, Lillian Goldman Law Library 2009 [cited 1/20/2009 2009]. Available from http://avalon.law.yale.edu/subject_menus/fed.asp.
    • (2009)
  • 31
    • 53349096656 scopus 로고    scopus 로고
    • Neural network applications in stylometry: The Federalist Papers
    • Tweedie, F. J., Singh, S., and Holmes, D. I. (1996). Neural network applications in stylometry: The Federalist Papers. Comput Humanities, 30(1): 1-10.
    • (1996) Comput Humanities , vol.30 , Issue.1 , pp. 1-10
    • Tweedie, F.J.1    Singh, S.2    Holmes, D.I.3
  • 33
    • 0003141935 scopus 로고    scopus 로고
    • A comparative study on feature selection in text categorization. Proceedings of the 14th International Conference on Machine Learning (ICML '97)
    • Tennessee, 8-12 July
    • Yang, Y. and Pedersen, J. (1997). A comparative study on feature selection in text categorization. Proceedings of the 14th International Conference on Machine Learning (ICML '97), Nashville, Tennessee, 8-12 July, pp. 412-20.
    • (1997) Nashville , pp. 412-420
    • Yang, Y.1    Pedersen, J.2
  • 34
    • 55149092514 scopus 로고    scopus 로고
    • An evaluation of text classification methods for literary study
    • Yu, B. (2008). An evaluation of text classification methods for literary study. Literary Linguist Comput, 23: 327-43.
    • (2008) Literary Linguist Comput , vol.23 , pp. 327-343
    • Yu, B.1
  • 35
    • 33646123296 scopus 로고    scopus 로고
    • Effective and scalable authorship attribution using function words
    • Berlin: Springer
    • Zhao, Y. and Zobel, J. (2005). Effective and scalable authorship attribution using function words. Lecture Notes in Computer Science. Berlin: Springer.
    • (2005) Lecture Notes in Computer Science
    • Zhao, Y.1    Zobel, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.