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General Information
Editor-in-chief

Prof. Pascal Lorenz
University of Haute Alsace, France
 
It is my honor to be the editor-in-chief of IJFCC. The journal publishes good papers in the field of future computer and communication. Hopefully, IJFCC will become a recognized journal among the readers in the filed of future computer and communication.

IJFCC 2013 Vol.2(5):530-532 ISSN: 2010-3751
DOI: 10.7763/IJFCC.2013.V2.220

Named Entity Recognition Using Support Vector Machine for Filipino Text Documents

Jonalyn M. Castillo, Marck Augustus L. Mateo, Antonio D. C. Paras, Ria A. Sagum, and Vina Danica F. Santos
Abstract—Named entity recognition involves processing of texts to identify and classify entities such as names of person, place, organization, etc. In this study, a system for a named entity recognizer for Filipino texts using support vector machine was developed, and its performance was evaluated and compared to an existing named entity recognizer intended for the same language, but uses a rule-based approach. Based from the results, the named entity recognizer using support vector machine performed best in tagging named entity class date with 95.52% f-measure, achieving 84.97% overall f-measure.

Index Terms—Information extraction, named entity recognition, natural language processing, support vector machine

C. M. Castillo, M. A. L. Mateo, A. D. C. Paras, and V. D. F. Santos are currently undergraduate students from the College of Computer Management and Information Technology, Polytechnic University of the Philippines (e-mail: jona_lyne1224@yahoo.com, marck.augustus.mateo@gmail.com, gigabyte_paras@yahoo.com, vinadanica0430@yahoo.com).
R. A. Sagum is with the faculty of the College of Computer Management and Information Technology of the Polytechnic University of the Philippines (e-mail: riasagum31@yahoo.com)

[PDF]

Cite: Jonalyn M. Castillo, Marck Augustus L. Mateo, Antonio D. C. Paras, Ria A. Sagum, and Vina Danica F. Santos, "Named Entity Recognition Using Support Vector Machine for Filipino Text Documents," International Journal of Future Computer and Communication vol. 2, no. 5, pp. 530-532, 2013.

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