Enhancing the Narrow-down Approach to Large-scale Hierarchical Text Classification with Category Path Information

The narrow-down approach, separately composed of search and classification stages, is an effective way of dealing with large-scale hierarchical text classification. Recent approaches introduce methods of incorporating global, local, and path information extracted from web taxonomies in the classific...

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Bibliographic Details
Main Authors: Oh, Heung-Seon, Jung, Yuchul
Format: Article
Language:English
Published: Korea Institute of Science and Technology Information 2017-09-01
Series:Journal of Information Science Theory and Practice
Subjects:
Online Access:http://society.kisti.re.kr/sv/SV_svpsbs03V.do?method=download&cn1=JAKO201727038079760