메뉴 건너뛰기




Volumn 23, Issue 3, 2008, Pages 327-343

An evaluation of text classification methods for literary study

Author keywords

[No Author keywords available]

Indexed keywords


EID: 55149092514     PISSN: 02681145     EISSN: 14774615     Source Type: Journal    
DOI: 10.1093/llc/fqn015     Document Type: Conference Paper
Times cited : (84)

References (42)
  • 1
    • 33745196195 scopus 로고    scopus 로고
    • Toward meaningful computing
    • Argamon, S. and Olsen, M. (2006). Toward meaningful computing. Communications of ACM, 49(4): 33-5.
    • (2006) Communications of ACM , vol.49 , Issue.4 , pp. 33-35
    • Argamon, S.1    Olsen, M.2
  • 7
    • 0028931857 scopus 로고
    • Multiple significance tests: The Bonferroni method
    • Bland, J. M. and Altman, D. G. (1995). Multiple significance tests: The Bonferroni method. British Medical Journal, 310: 170.
    • (1995) British Medical Journal , vol.310 , pp. 170
    • Bland, J.M.1    Altman, D.G.2
  • 8
    • 84867919822 scopus 로고
    • Transformation-based error-driven learning and natural language processing: A case study in part-of-speech tagging
    • Brill, E. (1995). Transformation-based error-driven learning and natural language processing: A case study in part-of-speech tagging. Computational Linguistics, 21(4): 543-66.
    • (1995) Computational Linguistics , vol.21 , Issue.4 , pp. 543-566
    • Brill, E.1
  • 9
    • 0002428766 scopus 로고
    • Learning to classify English text with ILP methods
    • Raedt, L. D, ed, Amsterdam: IOS Press
    • Cohen, W. (1995). Learning to classify English text with ILP methods. In Raedt, L. D. (ed.), Advances in Inductive Logic Programming. Amsterdam: IOS Press.
    • (1995) Advances in Inductive Logic Programming
    • Cohen, W.1
  • 10
    • 84937187144 scopus 로고    scopus 로고
    • Authorial attribution and computational stylistics: If you can tell authors apart, have you learned anything about them?
    • Craig, H. (1999). Authorial attribution and computational stylistics: If you can tell authors apart, have you learned anything about them? Literary and Linguistic Computing, 14(1): 103-13.
    • (1999) Literary and Linguistic Computing , vol.14 , Issue.1 , pp. 103-113
    • Craig, H.1
  • 12
    • 0031269184 scopus 로고    scopus 로고
    • On the optimality of the simple Bayesian classifier under zero-one loss
    • Domingos, P. and Pazzani, M. (1997). On the optimality of the simple Bayesian classifier under zero-one loss. Machine Learning, 29: 103-30.
    • (1997) Machine Learning , vol.29 , pp. 103-130
    • Domingos, P.1    Pazzani, M.2
  • 13
    • 2942731012 scopus 로고    scopus 로고
    • An extensive empirical study of feature selection metrics for text categorization
    • Forman, G. (2003). An extensive empirical study of feature selection metrics for text categorization. Journal of Machine Learning Research, 3: 1289-305.
    • (2003) Journal of Machine Learning Research , vol.3 , pp. 1289-1305
    • Forman, G.1
  • 14
    • 0036161259 scopus 로고    scopus 로고
    • Gene selection for cancer classification using support vector machines
    • Guyon, I., Weston, J., Barnhill, S., and Vapnik, V. (2002). Gene selection for cancer classification using support vector machines. Machine Learning, 46(1-3): 389-422.
    • (2002) Machine Learning , vol.46 , Issue.1-3 , pp. 389-422
    • Guyon, I.1    Weston, J.2    Barnhill, S.3    Vapnik, V.4
  • 16
    • 0002190909 scopus 로고
    • Authorship attribution
    • Holmes, D. (1994). Authorship attribution. Computers and the Humanities, 28(2): 87-106.
    • (1994) Computers and the Humanities , vol.28 , Issue.2 , pp. 87-106
    • Holmes, D.1
  • 17
    • 84967627259 scopus 로고    scopus 로고
    • The evolution of stylometry in humanities scholarship
    • Holmes, D. (1998). The evolution of stylometry in humanities scholarship. Literary and Linguistic Computing, 13(3): 111-7.
    • (1998) Literary and Linguistic Computing , vol.13 , Issue.3 , pp. 111-117
    • Holmes, D.1
  • 18
    • 55149110306 scopus 로고    scopus 로고
    • Mining Eighteenth Century Ontologies: Machine Learning and Knowledge Classification in the Encyclopédie
    • 8 June
    • Horton, R., Olsen, M., Roe, G., and Voyer, R. (2007). Mining Eighteenth Century Ontologies: Machine Learning and Knowledge Classification in the Encyclopédie. Urbana-Champaign, Illinois: Digital Humanities, 2-8 June 2007.
    • (2007) Urbana-Champaign, Illinois: Digital Humanities , vol.2
    • Horton, R.1    Olsen, M.2    Roe, G.3    Voyer, R.4
  • 20
    • 84957069814 scopus 로고    scopus 로고
    • Text categorization with support vector machines: Learning with many relevant features
    • 1398, Berlin: Springer-Verlag, pp
    • Joachims, T. (1998). Text categorization with support vector machines: Learning with many relevant features. Lecture Notes in Computer Science (ECML '98), (1398). Berlin: Springer-Verlag, pp. 137-42.
    • (1998) Lecture Notes in Computer Science (ECML '98) , pp. 137-142
    • Joachims, T.1
  • 21
    • 31044454127 scopus 로고    scopus 로고
    • A controlled-corpus experiment in authorship identification by cross-entropy
    • Juola, P. and Baayen, H. (2005). A controlled-corpus experiment in authorship identification by cross-entropy. Literary and Linguistic Computing, 20: (Suppl. 1) 59-67.
    • (2005) Literary and Linguistic Computing , vol.20 , Issue.SUPPL. 1 , pp. 59-67
    • Juola, P.1    Baayen, H.2
  • 23
    • 84957069091 scopus 로고    scopus 로고
    • Naïve Bayes at Forty: The Independence Assumption in Information Retrieval
    • Berlin: Springer-Verlag, pp
    • Lewis, D. D. (1998). Naïve Bayes at Forty: The Independence Assumption in Information Retrieval. Lecture Notes in Computer Science (ECML'98) (1398). Berlin: Springer-Verlag, pp. 4-18.
    • (1998) Lecture Notes in Computer Science (ECML'98) , pp. 4-18
    • Lewis, D.D.1
  • 24
    • 0001673996 scopus 로고    scopus 로고
    • A Comparison of Event Models for Naïve Bayes Text Classification
    • Madison, Wisconsin, 26-27 July
    • McCallum, A. and Nigam, K. (1998). A Comparison of Event Models for Naïve Bayes Text Classification. In AAAI 98 Workshop on Learning for Text Categorization, Madison, Wisconsin, 26-27 July 1998.
    • (1998) AAAI 98 Workshop on Learning for Text Categorization
    • McCallum, A.1    Nigam, K.2
  • 29
    • 55149107180 scopus 로고    scopus 로고
    • Pang, B., Lee, L., and Vaithyanathan, S. (2002). Thumps Up?: Sentiment Classification Using Machine Learning Techniques. Proceedings of the ACL-02 Conference on Empirical Methods in Natural Language Processing (EMNLP '02), Philadelphia, Pennsylvania, 6-7 July 2002, pp. 79-86.
    • Pang, B., Lee, L., and Vaithyanathan, S. (2002). Thumps Up?: Sentiment Classification Using Machine Learning Techniques. Proceedings of the ACL-02 Conference on Empirical Methods in Natural Language Processing (EMNLP '02), Philadelphia, Pennsylvania, 6-7 July 2002, pp. 79-86.
  • 30
    • 34247207093 scopus 로고    scopus 로고
    • Exploring Erotics in Emily Dickinson's Correspondence with Text Mining and Visual Interfaces
    • Chapel Hill, North Carolina, 11-15 June
    • Plaisant, C., Rose, J., Yu, B. et al. (2006). Exploring Erotics in Emily Dickinson's Correspondence with Text Mining and Visual Interfaces. Proceedings of the 6th ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL '06), Chapel Hill, North Carolina, 11-15 June 2006, pp. 141-50.
    • (2006) Proceedings of the 6th ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL '06) , pp. 141-150
    • Plaisant, C.1    Rose, J.2    Yu, B.3
  • 31
    • 84948481845 scopus 로고
    • An Algorithm for Suffix Stripping
    • Porter, M. (1980). An Algorithm for Suffix Stripping. Program 14(3): 130-7.
    • (1980) Program , vol.14 , Issue.3 , pp. 130-137
    • Porter, M.1
  • 32
  • 33
    • 72949093297 scopus 로고    scopus 로고
    • Ramsay, S. (2008). Algorithmic criticism. In Siemens, R and Schreibman, S. (eds), A Companion to Digital Literary Studies. Oxford: Wiley-Blackwell, pp. 477-91.
    • Ramsay, S. (2008). Algorithmic criticism. In Siemens, R and Schreibman, S. (eds), A Companion to Digital Literary Studies. Oxford: Wiley-Blackwell, pp. 477-91.
  • 36
    • 0002442796 scopus 로고    scopus 로고
    • Machine learning in automated text categorization
    • Sebastiani, F. (2002). Machine learning in automated text categorization. ACM Computing Surveys, 34(1): 1-47.
    • (2002) ACM Computing Surveys , vol.34 , Issue.1 , pp. 1-47
    • Sebastiani, F.1
  • 37
    • 55149114867 scopus 로고    scopus 로고
    • Unsworth, J. (2000). Scholarly Primitives: What Methods do Humanities Researchers Have in Common, and How Might Our Tools Reflect This? Symposium on Humanities Computing: Formal Methods, Experimental Practice, King's College, London, 13 May 2000.
    • Unsworth, J. (2000). Scholarly Primitives: What Methods do Humanities Researchers Have in Common, and How Might Our Tools Reflect This? Symposium on Humanities Computing: Formal Methods, Experimental Practice, King's College, London, 13 May 2000.
  • 42
    • 55149114637 scopus 로고    scopus 로고
    • Toward Discovering Potential Data Mining Applications In Literary Criticism
    • 9 July
    • Yu, B. and Unsworth, J. (2006). Toward Discovering Potential Data Mining Applications In Literary Criticism. Paris-Sorbo: Digital Humanities, 5-9 July 2006.
    • (2006) Paris-Sorbo: Digital Humanities , vol.5
    • Yu, B.1    Unsworth, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.