图 书 馆
以用户为中心的本体填充User-Centric Ontology Population |
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| 课程网址: | http://videolectures.net/eswc2018_gentile_ontology_population/ |
| 主讲教师: | Anna Lisa Gentile |
| 开课单位: | 谢菲尔德大学 |
| 开课时间: | 2018-07-10 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | Ontologies are a basic tool to formalize and share knowledge. However, very often the conceptualization of a specific domain depends on the particular user’s needs. We propose a methodology to perform user-centric ontology population that efficiently includes human-in-the-loop at each step. Given the existence of suitable target ontologies, our methodology supports the alignment of concepts in the user’s conceptualization with concepts of the target ontologies, using a novel hierarchical classification approach. Our methodology also helps the user to build, alter and grow their initial conceptualization, exploiting both the target ontologies and new facts extracted from unstructured data. We evaluate our approach on a real-world example in the healthcare domain, in which adverse phrases for drug reactions, as extracted from user blogs, are aligned with MedDRA concepts. The evaluation shows that our approach has high efficacy in assisting the user to both build the initial ontology and to maintain it. |
| 关 键 词: | 共享知识; 特定领域; 初始概念化 |
| 课程来源: | 视频讲座网 |
| 数据采集: | 2023-03-06：chenjy |
| 最后编审: | 2023-03-06：chenjy |
| 阅读次数: | 19 |