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面向交互本体匹配工具的评价

Towards Evaluating Interactive Ontology Matching Tools
课程网址: http://videolectures.net/eswc2013_ritze_interactive_ontology/  
主讲教师: Dominique Ritze
开课单位: 曼海姆大学
开课时间: 2013-07-08
课程语种: 英语
中文简介:
随着语义Web中使用的本体越来越多,只有当知道这些本体之间的对应关系时,代理才能完全理解不同的数据集。提出了本体匹配工具来寻找这种对应关系。虽然目前的研究主要集中在全自动匹配工具上,但已经提出了一些让用户参与匹配过程的方法。然而,目前还没有基准和测试方法来比较这些工具。本文介绍了一系列交互本体匹配工具的质量度量,并讨论了自动运行这些工具的基准测试的方法。为了演示如何设计这些评估,我们给出了评估交互匹配工具质量的示例,这些工具涉及用户选择匹配器和参数化匹配器。
课程简介: With a growing number of ontologies used in the semantic web, agents can fully make sense of different datasets only if correspondences between those ontologies are known. Ontology matching tools have been proposed to find such correspondences. While the current research focus is mainly on fully automatic matching tools, some approaches have been proposed that involve the user in the matching process. However, there are currently no benchmarks and test methods to compare such tools. In this paper, we introduce a number of quality measures for interactive ontology matching tools, and we discuss means to automatically run benchmark tests for such tools. To demonstrate how those evaluation can be designed, we show examples on assessing the quality of interactive matching tools which involve the user in matcher selection and matcher parametrization.
关 键 词: 本体匹配工具; 匹配选择; 匹配参数
课程来源: 视频讲座网
最后编审: 2019-11-30:lxf
阅读次数: 40