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The impact of MeSH (medical subject headings) terms on information seeking effectiveness.

机译:MeSH(医学主题词)术语对信息寻求有效性的影响。

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摘要

To what extent do MeSH (Medical Subject Headings) terms improve search effectiveness of different kinds of users? We observed four different kinds of searchers using an experimental information retrieval (IR) system: (1) search novices; (2) domain experts; (3) search experts and (4) medical librarians. The information needs were a subset of the relatively difficult topics originally created for the Text REtrieval Conference (TREC). By experimental design, we used 20 search topics in an IR user experiment to alleviate search topic variability. Effectiveness of retrieval was based on the relevance judgments set provided by TREC. Thirty-two participants searched either using a version of the system in which abstracts and MeSH terms were displayed or another version in which they had to formulate their own terms based only on the display of abstracts. We found that MeSH terms were more useful for domain experts than for search experts in terms of the precision measure, even though domain experts did not perceive that MeSH terms were useful. We speculate that because of the technical topics, only the domain experts had the knowledge to understand and therefore make use of the MeSH terms. The primary contributions of this research are: (1) assessment of relative impact of searchers characteristics of domain knowledge and search training on search effectiveness; and (2) design and methodology for assessing the usefulness of controlled vocabulary. The effort to create MeSH terms is worthwhile for domain experts' searches on technical topics.
机译:MeSH(医学主题词)术语在多大程度上提高了不同类型用户的搜索效果?我们使用实验信息检索(IR)系统观察了四种不同类型的搜索者:(1)搜索新手; (2)领域专家; (3)搜索专家和(4)医学图书馆员。信息需求是最初为文本检索会议(TREC)创建的相对困难的主题的子集。通过实验设计,我们在IR用户实验中使用了20个搜索主题,以减轻搜索主题的可变性。检索的有效性基于TREC提供的相关性判断。 32位参与者使用显示摘要和MeSH术语的系统版本或仅根据摘要显示来制定自己的术语的另一版本进行搜索。我们发现,就领域精确度而言,MeSH术语对领域专家而言比搜索专家更为有用,即使领域专家并不认为MeSH术语有用。我们推测由于存在技术主题,只有领域专家才具有了解知识的知识,因此可以使用MeSH术语。这项研究的主要贡献是:(1)评估搜索者对领域知识特征和搜索培训对搜索效果的相对影响; (2)评估受控词汇的实用性的设计和方法。创建MeSH术语的工作对于领域专家在技术主题上的搜索值得。

著录项

  • 作者

    Liu, Ying-Hsang.;

  • 作者单位

    Rutgers The State University of New Jersey - New Brunswick.;

  • 授予单位 Rutgers The State University of New Jersey - New Brunswick.;
  • 学科 Library Science.
  • 学位 Ph.D.
  • 年度 2009
  • 页码 164 p.
  • 总页数 164
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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