将 Essie 代币化和规范化移植到 Solr 的影响
Soumya Gayen1, Deepak Gupta1, Russell F Loane1
1Lister Hill National Center for Biomedical Communications, U.S. National Library of Medicine, Bethesda, MD, USA.
AMIA ... Annual Symposium proceedings. AMIA Symposium
|January 15, 2024
概括
这项研究通过移植国家医学图书馆的Essie系统的关键功能来增强Solr搜索引擎. 这改善了生物医学文本检索,为增强信息发现提供了可行的替代方案.
科学领域:
- 生物医学信息学 生物医学信息学
- 信息检索 信息检索
- 计算机科学 计算机科学
背景情况:
- 在医疗保健中,有效的信息检索至关重要,搜索引擎发挥着至关重要的作用.
- 国家医学图书馆的Essie搜索引擎在生物医学文本检索方面表现出色,但不再受支持.
- Solr是一个开源的企业搜索引擎,提供持续开发和高级功能.
研究的目的:
- 将 Essie 搜索引擎的关键功能移植到 Solr 平台.
- 为Solr开发定制组件,以增强生物医学文献搜索能力.
- 为研究界提供改善的生物医学文本检索工具.
主要方法:
- 从埃西系统移植核心功能.
- 在Solr搜索引擎中开发和集成定制组件.
- 在基准生物医学数据集上评估增强的Solr系统的性能.
主要成果:
- 成功将Essie的基本特征移植到Solr.
- 开发了定制组件,证明了提高生物医学文本检索的有效性.
- 在三个基准生物医学数据集上验证了方法,显示了显著的改进.
结论:
- 开发的定制Solr组件有效地复制和增强了Essie的生物医学搜索能力.
- 这种方法为生物医学文本检索提供了可持续和先进的解决方案.
- 增强的Solr系统可以帮助研究人员在生物医学领域更有效地发现信息.
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