图 书 馆
使用uComp Protege插件的基于群组的本体工程Crowd-based Ontology Engineering with the uComp Protege Plugin |
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| 课程网址: | http://videolectures.net/iswc2017_sabou_protege_plugin/ |
| 主讲教师: | Marta Sabou |
| 开课单位: | 维也纳科技大学 |
| 开课时间: | 2017-11-28 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | Crowdsourcing techniques have been shown to provide effective means for solving a variety of ontology engineering problems. Yet, they are mainly being used as external means to ontology engineering, without being closely integrated into the work of ontology engineers. In this paper we investigate how to closely integrate crowdsourcing into ontology engineering practices. Firstly, we show that a set of basic crowdsourcing tasks are used recurrently to solve a range of ontology engineering problems. Secondly, we present the uComp Protege plugin that facilitates the integration of such typical crowdsourcing tasks into ontology engineering work from within the Protege ontology editing environment. An evaluation of the plugin in a typical ontology engineering scenario where ontologies are built from automatically learned semantic structures, shows that its use reduces the working times for the ontology engineers 11 times, lowers the overall task costs with 40% to 83% depend- ing on the crowdsourcing settings used and leads to data quality com- parable with that of tasks performed by ontology engineers. Evaluations on a large ontology from the anatomy domain confirm that crowdsourcing is a scalable and effective method: good quality results (accuracy of 89% and 99%) are obtained while achieving cost reductions with 75% from the ontology engineer costs and providing comparable overall task duration. |
| 关 键 词: | 众包技术; 本体工程; 编辑环境 |
| 课程来源: | 视频讲座网 |
| 数据采集: | 2023-07-24：chenxin01 |
| 最后编审: | 2023-07-24：chenxin01 |
| 阅读次数: | 22 |