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LogMap:基于逻辑且可扩展的本体匹配

LogMap: Logic-based and Scalable Ontology Matching
课程网址: http://videolectures.net/iswc2011_jimenez_ruiz_ontology/  
主讲教师: Ernesto Jimenez-Ruiz
开课单位: 牛津大学
开课时间: 2011-11-25
课程语种: 英语
中文简介:
在本文中,我们提出了一个高度可扩展的本体匹配系统,它具有内置的推理和诊断功能。据我们所知,logmap是唯一能够处理包含数万(甚至数百)个类的语义丰富的本体的匹配系统。与大多数现有工具相比,logmap还实现了y";不满意检测和修复的";算法。我们对本体NCI、FMA和snomedct-con rm的实验表明,我们的系统甚至可以有效地匹配现有最大的生物医学本体。此外,在许多情况下,logmap能够生成一组干净的输出映射,从某种意义上说,通过将logmap的输出映射与输入本体集成而获得的本体是一致的,并且不包含不可满足的类。
课程简介: In this paper, we present LogMap a highly scalable ontology matching system with "built-in" reasoning and diagnosis capabilities. To the best of our knowledge, LogMap is the only matching system that can deal with semantically rich ontologies containing tens (and even hundreds) of thousands of classes. In contrast to most existing tools, LogMap also implements algorithms for "on the y" unsatisfi ability detection and repair. Our experiments with the ontologies NCI, FMA and SNOMEDCT con rm that our system can efficiently match even the largest existing bio-medical ontologies. Furthermore, LogMap is able to produce a "clean" set of output mappings in many cases, in the sense that the ontology obtained by integrating LogMap's output mappings with the input ontologies is consistent and does not contain unsatisfiable classes.
关 键 词: 本体系统; 生物医学; 本体映射
课程来源: 视频讲座网
最后编审: 2021-01-31:nkq
阅读次数: 123