图 书 馆
使用聚类检查本体设计的规律性Inspecting regularities in ontology design using clustering |
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| 课程网址: | http://videolectures.net/iswc2011_mikroyannidi_clustering/ |
| 主讲教师: | Eleni Mikroyannidi |
| 开课单位: | 曼彻斯特大学 |
| 开课时间: | 2011-11-25 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | We propose a novel application of clustering analysis to identify regularities in the usage of entities in axioms within an ontology. We argue that such regularities will be able to help to identify parts of the schemas and guidelines upon which ontologies are often built, especially in the absence of explicit documentation. Such analysis can also isolate irregular entities, thus highlighting possible deviations from the initial design. The clusters we obtain can be fully described in terms of generalised axioms that o er a synthetic representation of the detected regularity. In this paper we discuss the results of the application of our analysis to di fferent ontologies and we discuss the potential advantages of incorporating it into future authoring tools |
| 关 键 词: | 聚类分析应用; 构建本体; 不规则实体 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2019-05-05：lxf |
| 阅读次数: | 36 |