Word Sense Disambiguation for Chinese Based on Semantics Calculation

Word Sense Disambiguation for Chinese Based on Semantics Calculation

In order to use semantics more effectively in natural language processing, a word sense disambiguation method for Chinese based on semantics calculation was proposed. The word sense disambiguation for a Chinese clause could be achieved by solving the semantic model of the natural language; each step...

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Main Authors: Yuntong Liu, Hua Sun
Format: Article
Language:English
Published: Hindawi Limited 2015-01-01
Series:Mathematical Problems in Engineering
Online Access:http://dx.doi.org/10.1155/2015/235096
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spelling doaj-748c7838adbf44819fc01ab9ec3ce8d62020-11-25T00:35:02ZengHindawi LimitedMathematical Problems in Engineering1024-123X1563-51472015-01-01201510.1155/2015/235096235096Word Sense Disambiguation for Chinese Based on Semantics CalculationYuntong Liu0Hua Sun1School of Computer and Information Engineering, Anyang Normal University, Anyang, ChinaSchool of Computer and Information Engineering, Anyang Normal University, Anyang, ChinaIn order to use semantics more effectively in natural language processing, a word sense disambiguation method for Chinese based on semantics calculation was proposed. The word sense disambiguation for a Chinese clause could be achieved by solving the semantic model of the natural language; each step of the word sense disambiguation process was discussed in detail; and the computational complexity of the word sense disambiguation process was analyzed. Finally, some experiments were finished to verify the effectiveness of the method.http://dx.doi.org/10.1155/2015/235096
collection DOAJ
language English
format Article
sources DOAJ
author Yuntong Liu
Hua Sun
spellingShingle Yuntong Liu
Hua Sun
Word Sense Disambiguation for Chinese Based on Semantics Calculation
Mathematical Problems in Engineering
author_facet Yuntong Liu
Hua Sun
author_sort Yuntong Liu
title Word Sense Disambiguation for Chinese Based on Semantics Calculation
title_short Word Sense Disambiguation for Chinese Based on Semantics Calculation
title_full Word Sense Disambiguation for Chinese Based on Semantics Calculation
title_fullStr Word Sense Disambiguation for Chinese Based on Semantics Calculation
title_full_unstemmed Word Sense Disambiguation for Chinese Based on Semantics Calculation
title_sort word sense disambiguation for chinese based on semantics calculation
publisher Hindawi Limited
series Mathematical Problems in Engineering
issn 1024-123X
1563-5147
publishDate 2015-01-01
description In order to use semantics more effectively in natural language processing, a word sense disambiguation method for Chinese based on semantics calculation was proposed. The word sense disambiguation for a Chinese clause could be achieved by solving the semantic model of the natural language; each step of the word sense disambiguation process was discussed in detail; and the computational complexity of the word sense disambiguation process was analyzed. Finally, some experiments were finished to verify the effectiveness of the method.
url http://dx.doi.org/10.1155/2015/235096
work_keys_str_mv AT yuntongliu wordsensedisambiguationforchinesebasedonsemanticscalculation
AT huasun wordsensedisambiguationforchinesebasedonsemanticscalculation
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