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    马汉华, 邵志清, 过弋. 基于认知心理学模型的自动文本摘要生成技术[J]. 华东理工大学学报(自然科学版), 2009, (6): 886-891.
    引用本文: 马汉华, 邵志清, 过弋. 基于认知心理学模型的自动文本摘要生成技术[J]. 华东理工大学学报(自然科学版), 2009, (6): 886-891.
    Automatic Text Summarization with Cognitive Psychological Models[J]. Journal of East China University of Science and Technology, 2009, (6): 886-891.
    Citation: Automatic Text Summarization with Cognitive Psychological Models[J]. Journal of East China University of Science and Technology, 2009, (6): 886-891.

    基于认知心理学模型的自动文本摘要生成技术

    Automatic Text Summarization with Cognitive Psychological Models

    • 摘要: 自动文本摘要生成(ATS)与计算机科学和认知心理学密切相关。提出了一个自动文本摘要生成系统(EI-ATS)。该系统借助句法和词法分析,将认知心理学中的事件索引(Event-indexing)模型运用到自动文本摘要生成。评价结果表明:该系统在多文件摘要生成方面表现良好,成为整合两个相异但相关领域知识的研究范例。

       

      Abstract: Automatic text summarization is closely related with computer science and cognitive psychology. This paper presents an automatic text summarization system (EI-ATS). With the aid of syntactic analysis of sentences and lexical analysis of phrases, EI-ATS applies a cognitive psychological model, the eventindexing model, to automatic text summarization. The evaluation results show that EI-ATS has better performance in multiple documents summarization, and is a better example of the integration of the knowledge from two different but related areas.

       

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