图 书 馆
从文献中挖掘生物信息学Web服务的语义描述Mining Semantic Descriptions of Bioinformatics Web Services from the Literature |
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| 课程网址: | http://videolectures.net/eswc09_nenadic_msdob/ |
| 主讲教师: | Goran Nenadic |
| 开课单位: | 曼彻斯特大学 |
| 开课时间: | 2009-07-28 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | A number of projects (myGrid, BioMOBY, etc.) have been initiated to organise emerging bioinformatics Web Services and provide their semantic descriptions. They typically rely on manual curation efforts. In this paper we focus on a semi-automated approach to mine semantic descriptions from the bioinformatics literature. The method combines terminological processing and dependency parsing of journal articles, and applies information extraction techniques to profile Web services using informative textual passages, related ontological annotations and service descriptors. Service descriptors are terminological phrases reflecting specific roles (e.g. input, output, etc.) of the related semantic classes (e.g. algorithm, database, etc.). They can be used to facilitate subsequent manual description of services, but also for providing a semantic synopsis of a service that can be used to locate related services. We present a case-study involving a subset of full text articles from the BMC Bioinformatics journal. We illustrate the potential of natural language processing not only for mining descriptions of known services, but also for discovering new services that have been described in the literature. |
| 关 键 词: | 生物信息; Web服务; 术语处理 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2019-04-13：lxf |
| 阅读次数: | 56 |