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Paper Abstract and Keywords
Presentation 2018-06-17 18:00
Effect of specifying the number of word occurrence in identification of specific text description
Yuki Okumura, Atsushi Moriyasu (OECU), Sachio Hirokawa (Kyusyu Univ.), Kazuhiro Takeuchi (OECU)
Abstract (in Japanese) (See Japanese page) 
(in English) Occurrence information of specific words is known as useful features for text classification.
In this paper, we consider text classification using features that represent the number of occurrences in the text.
Through such text classification, we aim to define more detailed feature to identify the texts that contain specific description of special concepts.
For the purpose, we conduct an experiment using SVM to identify the texts that explain algorithms from the articles in Japanese Wikipedia.
we analyze the results from the viewpoint of the writing style describing the specific concept.
Keyword (in Japanese) (See Japanese page) 
(in English) SVM / Sentence classification / term frequency information / attribute selection / / / /  
Reference Info. IEICE Tech. Rep., vol. 118, no. 99, TL2018-10, pp. 53-56, June 2018.
Paper # TL2018-10 
Date of Issue 2018-06-10 (TL) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380

Conference Information
Committee TL  
Conference Date 2018-06-17 - 2018-06-17 
Place (in Japanese) (See Japanese page) 
Place (in English) Kobe Gakuin University (Port Island Campus) 
Topics (in Japanese) (See Japanese page) 
Topics (in English) "Cognition in Passage of Time and their Expression","Language Education, Language and Education,"Language and Thought" 
Paper Information
Registration To TL 
Conference Code 2018-06-TL 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Effect of specifying the number of word occurrence in identification of specific text description 
Sub Title (in English)  
Keyword(1) SVM  
Keyword(2) Sentence classification  
Keyword(3) term frequency information  
Keyword(4) attribute selection  
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1st Author's Name Yuki Okumura  
1st Author's Affiliation Osaka Electro-Communication University (OECU)
2nd Author's Name Atsushi Moriyasu  
2nd Author's Affiliation Osaka Electro-Communication University (OECU)
3rd Author's Name Sachio Hirokawa  
3rd Author's Affiliation Kyusyu University (Kyusyu Univ.)
4th Author's Name Kazuhiro Takeuchi  
4th Author's Affiliation Osaka Electro-Communication University (OECU)
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Speaker
Date Time 2018-06-17 18:00:00 
Presentation Time 30 
Registration for TL 
Paper # IEICE-TL2018-10 
Volume (vol) IEICE-118 
Number (no) no.99 
Page pp.53-56 
#Pages IEICE-4 
Date of Issue IEICE-TL-2018-06-10 


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