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Development and Evaluation of a Multi-document Summarization Method Focusing on Research Concepts and Their Research Relationships

机译:对研究概念及其研究关系的多文件摘要方法的开发与评估

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This paper reports the design and evaluation of a method for summarizing a set of related research abstracts. This summarization method extracts research concepts and their research relationships from different abstracts, integrates the extracted information across abstracts, and presents the integrated information in a Web-based interface to generate a multi-document summary. This study focused on sociology dissertation abstracts, but can be extended to other research abstracts. The summarization method was evaluated in a user study to assess the quality and usefulness of the generated summaries in comparison to a sentence extraction method used in MEAD and a method that extracts only research objective sentences. The evaluation results indicated that the majority of sociology researchers preferred our variable-based summary generated with the use of a taxonomy.
机译:本文报道了一种关于总结一组相关研究摘要的方法的设计和评估。本总结方法从不同摘要中提取研究概念及其研究关系,将提取的信息集成在摘要中,并在基于Web的界面中展示了集成信息以生成多文档摘要。本研究重点是社会学论文摘要,但可以扩展到其他研究摘要。在用户研究中评估了摘要方法,以评估所产生的摘要的质量和有用性与米德中使用的句子提取方法和仅提取研究客观句子的方法。评估结果表明,大多数社会学研究人员更喜欢我们使用分类的基于可变的摘要。

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