메뉴 건너뛰기




Volumn 1-3, Issue , 2009, Pages 930-935

Naïve bayesian based on chi square to categorize arabic data

Author keywords

Arabic text data; Chi square; Na ve bayesian; Text categorization

Indexed keywords

KNOWLEDGE MANAGEMENT; TEXT PROCESSING;

EID: 84898047354     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (50)

References (23)
  • 1
    • 0035424876 scopus 로고    scopus 로고
    • Integrating WordNet knowledge to supplement training data in semi-supervised agglomerative hierarchical clustering for text categorization
    • Benkhalifa, M., A. Mouradi, and H. Bouyakhf. "Integrating WordNet knowledge to supplement training data in semi-supervised agglomerative hierarchical clustering for text categorization," Int. J. Intel Syst (16:8), 2001, pp.929-947.
    • (2001) Int. J. Intel Syst , vol.16 , Issue.8 , pp. 929-947
    • Benkhalifa, M.1    Mouradi, A.2    Bouyakhf, H.3
  • 2
    • 27244451810 scopus 로고    scopus 로고
    • An kNN Model-based Approach and its Application in Text Categorization
    • In proceedings of 5th International Conference on Intelligent Text Processing and Computational Linguistic, CICLing, LNCS 2945, Springer-Verlag
    • Guo, G., H. Wang, D. Bell, Y. Bi, and K. Greer. "An kNN Model-based Approach and its Application in Text Categorization," In proceedings of 5th International Conference on Intelligent Text Processing and Computational Linguistic, CICLing, LNCS 2945, Springer-Verlag, 2004, pp.559-570.
    • (2004) , pp. 559-570
    • Guo, G.1    Wang, H.2    Bell, D.3    Bi, Y.4    Greer, K.5
  • 3
    • 84898995302 scopus 로고    scopus 로고
    • Naive Bayesian and K-Nearest Neighbour to Categorize Arabic Text Data
    • In proceedings of the European Simulation and Modeling Conference, Le Havre, France
    • Hadi W., Thabtah F., ALHawari S., Ababneh J. "Naive Bayesian and K-Nearest Neighbour to Categorize Arabic Text Data," In proceedings of the European Simulation and Modeling Conference, Le Havre, France, 2008.
    • (2008)
    • Hadi, W.1    Thabtah, F.2    Al Hawari, S.3    Ababneh, J.4
  • 4
    • 84898031240 scopus 로고    scopus 로고
    • Mining Arabic Association Rules for Text Classification In the proceedings of the first international conference on Mathematical Sciences
    • Al-Azhar University of Gaza, Palestine
    • El-Halees A. "Mining Arabic Association Rules for Text Classification In the proceedings of the first international conference on Mathematical Sciences," Al-Azhar University of Gaza, Palestine, 15-17 (2006).
    • (2006) , pp. 15-17
    • El-Halees, A.1
  • 5
    • 39449085006 scopus 로고    scopus 로고
    • Arabic Text Classification Using Maximum Entropy The Islamic University
    • El-Halees A. "Arabic Text Classification Using Maximum Entropy The Islamic University," Journal of Series of Natural Studies and Engineering (15:1), 2007, pp.157-167.
    • (2007) Journal of Series of Natural Studies and Engineering , vol.15 , Issue.1 , pp. 157-167
    • El-Halees, A.1
  • 6
    • 84957069814 scopus 로고    scopus 로고
    • Text Categorization with Support Vector Machines: Learning with Many Relevant Features
    • In Proceedings of the European Conference on Machine Learning (ECML), Berlin
    • Joachims T. "Text Categorization with Support Vector Machines: Learning with Many Relevant Features," In Proceedings of the European Conference on Machine Learning (ECML), 1998, pp.173-142, Berlin.
    • (1998) , pp. 142-173
    • Joachims, T.1
  • 7
    • 50349095523 scopus 로고    scopus 로고
    • Automatic Arabic Document Categorization Based on the Naïve Bayes Algorithm
    • 20th International Conference on Computational Linguistics,, Geneva
    • El-Kourdi, M., Bensaid, A., and Rachidi, T. "Automatic Arabic Document Categorization Based on the Naïve Bayes Algorithm," 20th International Conference on Computational Linguistics, 2004, Geneva.
    • (2004)
    • El-Kourdi, M.1    Bensaid, A.2    Rachidi, T.3
  • 8
    • 84898036807 scopus 로고    scopus 로고
    • Arabic Text Classification Using NGram Frequency Statistics A Comparative Study
    • DMIN
    • Laila K. "Arabic Text Classification Using NGram Frequency Statistics A Comparative Study,"DMIN, 2006, pp.78-82.
    • (2006) , pp. 78-82
    • Laila, K.1
  • 9
    • 67649561389 scopus 로고    scopus 로고
    • Chi Square Feature Extraction Based Svms Arabic Language Text Categorization System
    • Mesleh, A. A. "Chi Square Feature Extraction Based Svms Arabic Language Text Categorization System," Journal of Computer Science (3:6), 2007, pp. 430-435.
    • (2007) Journal of Computer Science , vol.3 , Issue.6 , pp. 430-435
    • Mesleh, A.A.1
  • 10
    • 84898038045 scopus 로고    scopus 로고
    • Text categorization: a symbolic approach
    • In Proceedings of the Fifth Annual Symposium on Document Analysis and Information Retrieval
    • Moulinier, I., Raskinis, G.,and Ganascia, J. "Text categorization: a symbolic approach," In Proceedings of the Fifth Annual Symposium on Document Analysis and Information Retrieval,1996.
    • (1996)
    • Moulinier, I.1    Raskinis, G.2    Ganascia, J.3
  • 11
    • 0003500248 scopus 로고
    • C4.5: Programs for machine learning
    • San Mateo, CA: Morgan Kaufmann
    • Quinlan, J. "C4.5: Programs for machine learning,". San Mateo, CA: Morgan Kaufmann, 1993.
    • (1993)
    • Quinlan, J.1
  • 12
    • 84898035568 scopus 로고    scopus 로고
    • Sakhr software company's
    • Sakhr software company's website: www.sakhrsoft.com, 2004.
    • (2004)
  • 13
    • 84903648461 scopus 로고    scopus 로고
    • A New Technique for Automatic Text Categorization for Arabic Documents
    • 5th IBIMA Conference (The internet & information technology in modern organizations), Cairo, Egypt
    • Samir, A., W. Ata, and N. Darwish. "A New Technique for Automatic Text Categorization for Arabic Documents," 5th IBIMA Conference (The internet & information technology in modern organizations), 2005, Cairo, Egypt.
    • (2005)
    • Samir, A.1    Ata, W.2    Darwish, N.3
  • 14
    • 84896888032 scopus 로고    scopus 로고
    • Statistical Classification Methods for Arabic News Articles
    • Arabic Natural Language Processing, Workshop on the ACL, Toulouse, France
    • Sawaf, H. Zaplo,J. and Ney. H. "Statistical Classification Methods for Arabic News Articles,". Arabic Natural Language Processing, Workshop on the ACL,2001. Toulouse, France.
    • (2001)
    • Sawaf, H.1    Zaplo, J.2    Ney, H.3
  • 15
    • 84898034705 scopus 로고    scopus 로고
    • SPA website
    • SPA website: www.spa.gov.sa
  • 16
    • 0002621269 scopus 로고    scopus 로고
    • A Tutorial on Automated Text Categorization
    • In Proceedings of the ASAI-99, 1st Argentinian Symposium on Artificial Intelligence
    • F.Sebastiani, "A Tutorial on Automated Text Categorization," In Proceedings of the ASAI-99, 1st Argentinian Symposium on Artificial Intelligence, 1999. pp. 7-35.
    • (1999) , pp. 7-35
    • Sebastiani, F.1
  • 17
    • 0003632935 scopus 로고
    • Statistical Methods, Eighth Edition
    • Iowa State University Press
    • Snedecor, W., and Cochran, W. "Statistical Methods, Eighth Edition," Iowa State University Press.1989.
    • (1989)
    • Snedecor, W.1    Cochran, W.2
  • 18
    • 78751674356 scopus 로고    scopus 로고
    • VSMs with K-Nearest Neighbour to Categorise Arabic Text Data
    • To Appear in the Proceedings of the International Conference on Machine Learning and Data Analysis, San Francisco, USA
    • Thabtah F., Hadi W., Al-shammare G., AlHawari S. "VSMs with K-Nearest Neighbour to Categorise Arabic Text Data," To Appear in the Proceedings of the International Conference on Machine Learning and Data Analysis, 2008, San Francisco, USA.
    • (2008)
    • Thabtah, F.1    Hadi, W.2    Al-shammare, G.3    AlHawari, S.4
  • 19
    • 19544382863 scopus 로고    scopus 로고
    • MMAC: A new multi-class, multi-label associative classification approach
    • In Proceedings of the Fourth IEEE International Conference on Data Mining (ICDM),, Brighton, UK
    • Thabtah, F., Cowling, P., and Peng, Y. "MMAC: A new multi-class, multi-label associative classification approach," In Proceedings of the Fourth IEEE International Conference on Data Mining (ICDM), 2004, pp. 217-224, Brighton, UK
    • (2004) , pp. 217-224
    • Thabtah, F.1    Cowling, P.2    Peng, Y.3
  • 20
    • 84896111845 scopus 로고    scopus 로고
    • KACST Arabic Text Classification Project: Overview and Preliminary Results
    • 9th IBMIA Conference on Information Management in Modern Organizations
    • Al-Thubaity,A. Almuhareb, A. Al-Harbi, S. Al-Rajeh, A. and Khorsheed, M." KACST Arabic Text Classification Project: Overview and Preliminary Results," 9th IBMIA Conference on Information Management in Modern Organizations, 2008.
    • (2008)
    • Al-Thubaity, A.A.1    Al-Harbi, A.2    Al-Rajeh, S.3    Khorsheed, M.4
  • 21
    • 0004217877 scopus 로고
    • Information retrieval Buttersmiths
    • London, 2nd Edition
    • Van Rijsbergan, C. "Information retrieval Buttersmiths," London, 2nd Edition, 1979.
    • (1979)
    • Van Rijsbergan, C.1
  • 22
    • 0001700195 scopus 로고
    • A neural network approach to topic spotting
    • Proceedings of the Fourth Annual Symposium on Document Analysis and Information Retrieval (SDAIR), Las Vegas, Nevada
    • Wiener, E., Pedersen, J.O.,and Weigend, A.S.A neural network approach to topic spotting. Proceedings of the Fourth Annual Symposium on Document Analysis and Information Retrieval (SDAIR),1995, pp. 317-332,Las Vegas, Nevada.
    • (1995) , pp. 317-332
    • Wiener, E.1    Pedersen, J.O.2    Weigend, A.S.3
  • 23
    • 0003141935 scopus 로고    scopus 로고
    • A comparative study on feature selection in text categorization
    • In Proc. of Int'l Conference on Machine Learning (ICML)
    • Yang, Y., and Pedersen, J.O. "A comparative study on feature selection in text categorization," In Proc. of Int'l Conference on Machine Learning (ICML), 1997, pp. 412-420.
    • (1997) , pp. 412-420
    • Yang, Y.1    Pedersen, J.O.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.