图 书 馆
本体匹配方法的稳定性和可信性评估Evaluating the Stability and Credibility of Ontology Matching Methods |
|
| 课程网址: | http://videolectures.net/eswc2011_ji_ontology/ |
| 主讲教师: | Jens Wissmann; Qiu Ji |
| 开课单位: | 伦敦城市大学 |
| 开课时间: | 2011-07-07 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | Ontology matching is one of the key research topics in the field of Semantic Web. In the last few years, many matching methods have been proposed to generate matches between different ontologies either automatically or semi-automatically. To select appropriate ones, users need some measures to judge whether a method can achieve the similar compliance even on one dataset without reference matches and whether such a method is reliable w.r.t. its output result along with the confidence. However, widely-used traditional measures like precision and recall fail to provide sufficient hints on them. In this paper, we design two novel evaluation measures to evaluate stability of matching methods and one measure to evaluate credibility of matching confidence values, which help to answer the above two questions. Additionally, we carry out comparison among several carefully selected methods systematically using our new measures. Besides, we report some interesting findings such as identifying potential defects of our subjects. |
| 关 键 词: | 本体匹配; 可信度匹配; 评价措施 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2019-12-06：lxf |
| 阅读次数: | 57 |