| 情感图式构造及其在文本情感计算中的应用 |
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| 引用本文： | 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),2013,0(2):130-135. |
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| 作者姓名： | 任巨伟 杨亮 林鸿飞 |
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| 作者单位： | 大连理工大学信息检索研究室,辽宁大连,116024 |
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| 基金项目： | 国家自然科学基金(61272370,60973068);辽宁省自然科学基金(201202031)资助项目 |
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| 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.
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| 关 键 词： | 情感图式 情感计算 概念空间 认知语境 语用推理 |
The Construction of Affective Schemata and Its Application in Text Affective Computing |
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| REN Ju-wei,YANG Liang,LIN Hong-fei.The Construction of Affective Schemata and Its Application in Text Affective Computing[J].Journal of Jiangxi Normal University (Natural Sciences Edition),2013,0(2):130-135. |
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| Authors: | REN Ju-wei YANG Liang LIN Hong-fei |
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| Institution: | (Information Retrieval Laboratory,Dalian University of Technology,Dalian Liaoning 116024,China) |
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| 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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| Keywords: | affection schemata affective computing concept space cognitive context pragmatic inference |
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