HCL: A specification language for hierarchical text classification

Hierarchical text classification refers to assigning text documents to the categories in a given category tree based on their content. With large number of categories organized as a tree, hierarchical text classification helps users to find information more quickly and accurately. Nevertheless, hier...

Full description

Saved in:
Bibliographic Details
Main Authors: SUN, Aixin, LIM, Ee Peng, NG, Wee-Keong
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2002
Subjects:
Online Access:https://ink.library.smu.edu.sg/sis_research/912
https://ink.library.smu.edu.sg/context/sis_research/article/1911/viewcontent/7060475a541cf51381fba8fdfc401cf3a53f__1_.pdf
Tags: Add Tag
No Tags, Be the first to tag this record!
Institution: Singapore Management University
Language: English
id sg-smu-ink.sis_research-1911
record_format dspace
spelling sg-smu-ink.sis_research-19112018-06-20T04:11:11Z HCL: A specification language for hierarchical text classification SUN, Aixin LIM, Ee Peng NG, Wee-Keong Hierarchical text classification refers to assigning text documents to the categories in a given category tree based on their content. With large number of categories organized as a tree, hierarchical text classification helps users to find information more quickly and accurately. Nevertheless, hierarchical text classification methods in the past have often been constructed in a proprietary manner. The construction steps often involve human efforts and are not completely automated. In this paper, we therefore propose a specification language known as HCL (Hierarchical Classification Language) . HCL is designed to describe a hierarchical classification method including the definition of a category tree and training of classifiers associated with the categories. Using HCL, a hierarchical classification method can be materialized easily with the help of a method generator system. 2002-08-01T07:00:00Z text application/pdf https://ink.library.smu.edu.sg/sis_research/912 https://ink.library.smu.edu.sg/context/sis_research/article/1911/viewcontent/7060475a541cf51381fba8fdfc401cf3a53f__1_.pdf http://creativecommons.org/licenses/by-nc-nd/4.0/ Research Collection School Of Computing and Information Systems eng Institutional Knowledge at Singapore Management University Databases and Information Systems Numerical Analysis and Scientific Computing
institution Singapore Management University
building SMU Libraries
continent Asia
country Singapore
Singapore
content_provider SMU Libraries
collection InK@SMU
language English
topic Databases and Information Systems
Numerical Analysis and Scientific Computing
spellingShingle Databases and Information Systems
Numerical Analysis and Scientific Computing
SUN, Aixin
LIM, Ee Peng
NG, Wee-Keong
HCL: A specification language for hierarchical text classification
description Hierarchical text classification refers to assigning text documents to the categories in a given category tree based on their content. With large number of categories organized as a tree, hierarchical text classification helps users to find information more quickly and accurately. Nevertheless, hierarchical text classification methods in the past have often been constructed in a proprietary manner. The construction steps often involve human efforts and are not completely automated. In this paper, we therefore propose a specification language known as HCL (Hierarchical Classification Language) . HCL is designed to describe a hierarchical classification method including the definition of a category tree and training of classifiers associated with the categories. Using HCL, a hierarchical classification method can be materialized easily with the help of a method generator system.
format text
author SUN, Aixin
LIM, Ee Peng
NG, Wee-Keong
author_facet SUN, Aixin
LIM, Ee Peng
NG, Wee-Keong
author_sort SUN, Aixin
title HCL: A specification language for hierarchical text classification
title_short HCL: A specification language for hierarchical text classification
title_full HCL: A specification language for hierarchical text classification
title_fullStr HCL: A specification language for hierarchical text classification
title_full_unstemmed HCL: A specification language for hierarchical text classification
title_sort hcl: a specification language for hierarchical text classification
publisher Institutional Knowledge at Singapore Management University
publishDate 2002
url https://ink.library.smu.edu.sg/sis_research/912
https://ink.library.smu.edu.sg/context/sis_research/article/1911/viewcontent/7060475a541cf51381fba8fdfc401cf3a53f__1_.pdf
_version_ 1770570767839264768