图 书 馆
使用UMLS进行语义匹配Semantic Matching using the UMLS |
|
| 课程网址: | http://videolectures.net/eswc09_shamdasanis_smutu/ |
| 主讲教师: | Jetendr Shamdasani |
| 开课单位: | 西英格兰大学 |
| 开课时间: | 2009-07-28 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | Traditional ontology alignment techniques enable equivalence relationships to be established between concepts in two ontologies with some confidence value. With semantic matching, however, it is possible to identify not only equivalence relationships between concepts, but less general and more general relationships. This is beneficial since more expressive relationships can be discovered between ontologies thus helping us to resolve heterogeneity between differing semantic representations at a finer level of granularity. This work concerns the application of semantic matching to the medical domain. We have extended the SMatch algorithm to function in the medical domain with the use of the UMLS metathesaurus as the background resource, hence removing its previous reliance on WordNet, which does not cover the medical domain in a satisfactory manner. We describe the steps required to extend the SMatch algorithm to the medical domain for use with UMLS. We test the accuracy of our approach on subsets of the FMA and MeSH ontologies, with both precision and recall showing the accuracy and coverage of different versions of our algorithm on each dataset. |
| 关 键 词: | 本体对齐技术; 语义匹配; 置信度值 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2019-04-13：lxf |
| 阅读次数: | 110 |