메뉴 건너뛰기




Volumn 1, Issue , 2005, Pages

A new technique for automatic text categorization for arabic documents

Author keywords

[No Author keywords available]

Indexed keywords

INFORMATION MANAGEMENT; INFORMATION TECHNOLOGY; INTERNET;

EID: 84903648461     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (14)

References (22)
  • 1
    • 0002442796 scopus 로고    scopus 로고
    • Machine Learning in Automated Text Categorization.
    • Sebastiani, F. "Machine Learning in Automated Text Categorization.," ACM Computing Surveys, Vol. 34, No. 1, 2002, pp. 1-47.
    • (2002) ACM Computing Surveys , vol.34 , Issue.1 , pp. 1-47
    • Sebastiani, F.1
  • 2
    • 0003141937 scopus 로고    scopus 로고
    • Feature Selection in Statistical Learning of Text Categorization
    • In 14tI International Conf. on Machine Learning
    • Yang, Y.; and Pedersen, J. P. "Feature Selection in Statistical Learning of Text Categorization," In 14tI International Conf. on Machine Learning, 1997, pp. 412-420.
    • (1997) , pp. 412-420
    • Yang Y.1    2    Pedersen, J.P.3
  • 3
    • 0001214384 scopus 로고
    • A Comparison of two Learning Algorithm for Text Categorization
    • In Third Annual Symposium on Document Analysis and Information Retrieval
    • Lewis, D.; and Ringuette, M. "A Comparison of two Learning Algorithm for Text Categorization," In Third Annual Symposium on Document Analysis and Information Retrieval, 1994, pp. 81-93.
    • (1994) , pp. 81-93
    • Lewis D.1    2    Ringuette, M.3
  • 4
    • 0000636553 scopus 로고    scopus 로고
    • Text categorization with Support Vector Machines: Learning with Many Relevant Features
    • In 10th European Conference on Machine Learning (ECML)
    • Joachims, T. 'Text categorization with Support Vector Machines: Learning with Many Relevant Features" In 10th European Conference on Machine Learning (ECML), 1998.
    • (1998)
    • Joachims, T.1
  • 5
    • 84903629062 scopus 로고
    • Context-Sensitive Learning Methods for Text Categorization
    • In 19th Annual Int. ACM SIGIR Conf. on Research and Development in Information Retrieval
    • Cohen, W. J.; and Singer, Y. "Context-Sensitive Learning Methods for Text Categorization," In 19th Annual Int. ACM SIGIR Conf. on Research and Development in Information Retrieval, 1994, pp. 81-93.
    • (1994) , pp. 81-93
    • Cohen W.J.1    2    Singer, Y.3
  • 6
    • 1542701872 scopus 로고
    • Relevance Feedback in Information Retrieval in the SMART Retrieval System: Experiments in Automatic Document Processing
    • Prentice-Hall Inc
    • Rocchio, J. Relevance Feedback in Information Retrieval in the SMART Retrieval System: Experiments in Automatic Document Processing," Prentice-Hall Inc, 1971, pp. 313-323.
    • (1971) , pp. 313-323
    • Rocchio, J.1
  • 8
    • 0001700195 scopus 로고
    • A Neural Network Approach to Topic Spotting
    • In Proceedings of SDAIR-95, 4th Annual Symposium on Document Analysis and Information Retrieval (Las Vegas, NV)
    • Wiener, E. D.; Pedersen, J. O.; and Weigend, A. S. "A Neural Network Approach to Topic Spotting'. In Proceedings of SDAIR-95, 4th Annual Symposium on Document Analysis and Information Retrieval (Las Vegas, NV), 1995, pp. 317-332.
    • (1995) , pp. 317-332
    • Wiener, E.D.1    Pedersen J.O.2    3    Weigend, A.S.4
  • 10
    • 84982481712 scopus 로고
    • Comparing Words, Stems, and Roots as Index Terms in an Arabic Information Retrieval System
    • Al-Kharashi, I.; and Evens, M. "Comparing Words, Stems, and Roots as Index Terms in an Arabic Information Retrieval System". JASIS. 45(8):, 1994, pp. 548-560.
    • (1994) JASIS , vol.45 , Issue.8 , pp. 548-560
    • Al-Kharashi I.1    2    Evens, M.3
  • 11
    • 0031258894 scopus 로고    scopus 로고
    • Design and Implementation of Automatic Indexing for Information Retrieval with Arabic Documents
    • I. Hmeidi, G. Kanaan, and M. Evens, "Design and Implementation of Automatic Indexing for Information Retrieval with Arabic Documents", JASIS, 1997. 48(10): p. 867-881.
    • (1997) JASIS , vol.48 , Issue.10 , pp. 867-881
    • Hmeidi, I.1    Kanaan, G.2    Evens, M.3
  • 12
    • 84903564622 scopus 로고    scopus 로고
    • Islamic Institute of Technology or Indian Institute of Technology
    • at TREC10 "Text Retrieval Conference", In TREC. Gaithersbury, MD
    • Aljlayl, M.; Beitzel, S.; Jensen, E.; Chowdhury, A.; Holmes, D.; Lee, M.; Grossman, D.; and Frieder, O. IIT "Islamic Institute of Technology or Indian Institute of Technology", at TREC10 "Text Retrieval Conference", In TREC. Gaithersbury, MD, 2001
    • (2001)
    • Aljlayl, M.1    Beitzel, S.2    Jensen, E.3    Chowdhury, A.4    Holmes, D.5    Lee, M.6    Grossman D.7    8    Frieder, O.I.I.T.9
  • 13
    • 84903564623 scopus 로고    scopus 로고
    • Probabilistic Methods for Searching OCRDegraded Arabic Text
    • from:
    • Darwish, K.; Jacob, B.; Douglas, W. "Probabilistic Methods for Searching OCRDegraded Arabic Text," 2003, from://www.ece.umd.edu/~blj/papers/thesis-PhDdarwish--ocr.pdf
    • 2003
    • Darwish, K.1    Jacob, B.2    Douglas, W.3
  • 14
    • 84896888032 scopus 로고    scopus 로고
    • Statistical Categorization Methods for Arabic News Articles
    • In Proc. of COLING 20th Workshop on Computational Approaches to Arabic Scriptbased Languages, Geneva
    • Sawaf, H.; Zaplo, J.; and Ney, H. "Statistical Categorization Methods for Arabic News Articles," In Proc. of COLING 20th Workshop on Computational Approaches to Arabic Scriptbased Languages, Geneva, 2001.
    • (2001)
    • Sawaf, H.1    Zaplo J.2    3    Ney, H.4
  • 15
    • 50349095523 scopus 로고    scopus 로고
    • Automatic Arabic Document Categorization Based on the Naïve Bayes Algorithm
    • In Proc. of COLING 20th Workshop on Computational Approaches to Arabic Script-based Languages, Geneva
    • Elkourdi, M.; Bensaid, A.; and Rachidi, T. "Automatic Arabic Document Categorization Based on the Naïve Bayes Algorithm," In Proc. of COLING 20th Workshop on Computational Approaches to Arabic Script-based Languages, Geneva, 2004
    • (2004)
    • Elkourdi, M.1    Bensaid A.2    3    Rachidi, T.4
  • 16
    • 84903581525 scopus 로고    scopus 로고
    • Incremental Document Clustering for Web Page Categorization.
    • from
    • Wong,W.; and wai-chee, A. Fu., "Incremental Document Clustering for Web Page Categorization.," from www.cse.cuhk.edu.hk/~adafu/Pub/IS2000.ps
    • Wong, W.1    Wai-chee, A.F.2
  • 17
    • 0009878181 scopus 로고    scopus 로고
    • Text Categorisation: A Survey
    • P.B.114 Blindern, N-0314 Oslo, Norway
    • Kjersti Aas and Line Eikvil, "Text Categorisation: A Survey", Norwegian Computing Center, P.B.114 Blindern, N-0314 Oslo, Norway,1999.
    • (1999) Norwegian Computing Center
    • Aas, K.1    Eikvil, L.2
  • 18
    • 2942731012 scopus 로고    scopus 로고
    • An Extensive Empirical Study of Feature Selection Metrics for Text Categorization
    • Guyon, I.; and Elisseeff, A." An Extensive Empirical Study of Feature Selection Metrics for Text Categorization," In Journal of Machine Learning Research 3, 2003, pp. 1289-1305.
    • (2003) In Journal of Machine Learning Research , vol.3 , pp. 1289-1305
    • Guyon, I.1    Elisseeff, A.2
  • 19
    • 84903564625 scopus 로고    scopus 로고
    • http://sakhr_e/Products/siraj.htm.
  • 20
    • 84903564626 scopus 로고    scopus 로고
    • Arabic Text Categorization Using Machine Learning Techniques, In the Fifth Conference on Language Engineering
    • Cairo
    • Mostafa M. Syiam,& Zaki T. Fayed and Mena B. Habib, Arabic Text Categorization Using Machine Learning Techniques, In the Fifth Conference on Language Engineering, The Egyptian Lang. Eng. Society, Cairo.
    • The Egyptian Lang. Eng. Society
    • Syiam, M.M.1    Fayed, Z.T.2    Habib, M.B.3
  • 21
    • 0035728742 scopus 로고    scopus 로고
    • A Methodology for a Semi-Automatic Evaluation of the Lexicons of Machine Translation Systems
    • Guessoum & Zantout "A Methodology for a Semi-Automatic Evaluation of the Lexicons of Machine Translation Systems," MT Journal, vol. 16, 2001.
    • (2001) MT Journal , vol.16
    • Guessoum, Z.1
  • 22
    • 11144334068 scopus 로고    scopus 로고
    • Inductive learning Algorithms and Representations for Text Categorization
    • from
    • Dumais, S.; Platt, J.; Checkerman, D.; and Sahami, M. Inductive learning Algorithms and Representations for Text Categorization, from://ai.stanford.edu/users/sahami/papersdir/cikm98.pdf.
    • Dumais, S.1    Platt, J.2    Checkerman D.3    4    Sahami, M.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.