[1]任巨伟,杨亮,林鸿飞.情感图式构造及其在文本情感计算中的应用[J].江西师范大学学报(自然科学版),2013,(02):130-135.
 REN Ju-wei,YANG Liang,LIN Hong-fei.The Construction of Affective Schemata and Its Application in Text Affective Computing[J].,2013,(02):130-135.
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情感图式构造及其在文本情感计算中的应用()
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《江西师范大学学报》(自然科学版)[ISSN:1006-6977/CN:61-1281/TN]

卷:
期数:
2013年02期
页码:
130-135
栏目:
出版日期:
2013-03-01

文章信息/Info

Title:
The Construction of Affective Schemata and Its Application in Text Affective Computing
作者:
任巨伟;杨亮;林鸿飞
大连理工大学信息检索研究室,辽宁大连,116024
Author(s):
REN Ju-wei;YANG Liang;LIN Hong-fei
关键词:
情感图式情感计算概念空间认知语境语用推理
Keywords:
affection schemataaffective computingconcept spacecognitive contextpragmatic inference
分类号:
TP391
文献标志码:
A
摘要:
在认知评价理论的基础上,将情境刺激及评价行为映射到多级概念空间中.借助HowNet和同义词林,使用基于模式的上下位关系获取方法,构造了4种情感图式.结合认知语境和语用推理,将其运用于句子级文本情感计算中.实验结果表明:情感图式可以有效地辅助文本情感分析,提高分析准确率.
Abstract:
Stimulus situation has been mapped to multi-level concept space on the basis of cognitive evaluation theory.With HowNet and synonyms dictionary,the method of hyponymy acquisition based on patterns to construct four kinds of affective schemata has been used.Combined with the cognitive context and pragmatic inference,these affective schemata have been used in sentence level text affective computing.The experiments show that schema can effectively assist the recognition of text affection and improved its precision.

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备注/Memo

备注/Memo:
国家自然科学基金(61272370,60973068);辽宁省自然科学基金(201202031)
更新日期/Last Update: 1900-01-01