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elGiza, A Research-Pyramid Based Search Tool for Vertical Literature Digital Libraries

机译:Elgiza是一款用于垂直文献数字图书馆的基于研究金字塔的搜索工具

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Organizing and ranking online Vertical (domain-specific) Literature Digital Library (VLDL) results into categories enables easy and efficient browsing of search results. Studies show that publications in any scientific discipline are 'naturally' categorized into groups called 'research pyramids', where a research pyramid refers to publications that belong to a most-specific research topic. In this paper, we present elGiza, a research-pyramid based search tool for VLDLs. elGiza is equipped with (i) a research-pyramid-based Content-Based Search-Keyword Suggester that helps user develop search terms to reduce search failures, and (ii) a Topic-Sensitive Ranking Tool to effectively order search results via research pyramids. Such a tool significantly reduces topic diffusion. Furthermore, elGiza can successfully group and label search results based on research pyramids. Research-pyramid-based grouping supports pruned-search in which the user 'omits' unrelated topics, and safely focuses on his/her search. Evaluation experiments show that research-pyramid-based VLDLs are highly effective.
机译:组织和排名在线垂直(域特定)文献数字图书馆(VLDL)结果进入类别,可以轻松有效地浏览搜索结果。研究表明,任何科学学科的出版物都是“自然”分为称为“研究金字塔”的团体,其中一个研究金字塔是指属于最具体的研究主题的出版物。在本文中,我们为elgiza提供了一个用于VLDLS的基于研究金字塔的搜索工具。 Elgiza配备了(i)基于研究的基于内容的基于内容的搜索 - 关键字Suggnester,帮助用户开发搜索术语来减少搜索失败,并通过研究金字塔有效地订购搜索结果的主题敏感排名工具。这种工具显着降低了主题扩散。此外,Elgiza可以根据研究金字塔成功组成功组和标记搜索结果。基于研究的基于金字塔的分组支持修剪搜索 - 其中用户省略了无关的主题,并安全地关注他/她的搜索。评估实验表明,基于研究的基于金字塔的VLDL非常有效。

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