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一个复杂的对齐基准:GeoLink数据集

A Complex Alignment Benchmark: GeoLink Dataset
课程网址: http://videolectures.net/iswc2018_zhou_complex_alignment_geolink/  
主讲教师: Lu Zhou
开课单位: 莱特州立大学
开课时间: 2018-11-22
课程语种: 英语
中文简介:
本体对齐已经研究了十多年,在此期间,研究人员开发了许多对齐系统和方法,以便在两个本体之间找到简单的1对1等价匹配。然而,很少有对齐系统专注于寻找复杂的对应关系。这种限制的一个原因可能是没有广泛接受的包含这种复杂关系的对齐基准。在本文中,我们提出了一个来自GeoLink项目的真实世界数据集,作为潜在的复杂对齐基准。该数据集由两个本体组成,即GeoLink基础本体(gbo)和GeoLink模块本体(gmo),以及一个手动创建的参考对齐,它们是在与不同机构的领域专家协商后开发的。对齐包括1:1、1:n和m:n等价和包容对应,并且在EDOAL和规则语法中都可用。
课程简介: Ontology alignment has been studied for over a decade, and over that time many alignment systems and methods have been developed by researchers in order to find simple 1-to-1 equivalence matches between two ontologies. However, very few alignment systems focus on finding complex correspondences. One reason for this limitation may be that there are no widely accepted alignment benchmarks that contain such complex relationships. In this paper, we propose a real-world dataset from the GeoLink project as a potential complex alignment benchmark. The dataset consists of two ontologies, the GeoLink Base Ontology (gbo) and the GeoLink Modular Ontology (gmo), as well as a manually created reference alignment, that were developed in consultation with domain experts from different institutions. The alignment includes 1:1, 1:n, and m:n equivalence and subsumption correspondences, and is available in both EDOAL and rules syntax.
关 键 词: GeoLink项目; GeoLink基础本体; EDOAL和规则语法
课程来源: 视频讲座网
数据采集: 2023-01-07:cyh
最后编审: 2023-01-07:cyh
阅读次数: 32