情感分析中基于本体的关联解析

Le Thi Thu Thuy, Phan Thi Tuoi, Q. T. Tho
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引用次数: 0

摘要

实体共引用解析和情感分析是自然语言处理领域的两个独立问题和热门研究课题。然而,这两个问题的结合并没有得到太多关注。因此,本文提出将知识库应用于具有情感的对象与方面之间的共指。此外,本文还提出了基于本体的英语文本情感分析中共同指称解析模型。最后,讨论了模型的评价方法和所得结果。
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Coreference resolution Ontology-based in sentiment analysis
Entity co-reference resolution and sentiment analysis are independent problems and popular research topics in the community of natural language processing. However, the combination of those two problems has not been getting much attention. Thus, this paper susgests to apply knowledge base to solve co- reference between object and aspect with sentiment. In addition, the paper also proposes the model of Ontology-based co-reference resolution in sentiment analysis for English text. Finally, we also discuss evaluation methods applied for our model and the results obtained.
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