图 书 馆
本体论和机器学习Ontologies and Machine Learning |
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| 课程网址: | http://videolectures.net/mmdss07_grobelnik_oml/ |
| 主讲教师: | Blaž Fortuna; Marko Grobelnik |
| 开课单位: | 约瑟夫·斯特凡学院 |
| 开课时间: | 2007-11-26 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | We address the problem of constructing light-weight ontology from social network data. As an example we use social network of a mid size research institution obtained based on e-mail communication. The main contribution is an architecture consisting from five major steps that enable transformation of the data from a given e-mail transactions recordings to an ontology estimating the structure of the organization. Once having a set of sparse vectors, we apply an approach to semi-automated ontology construction as implemented in the OntoGen tool. The experiments and illustrative evaluation show that our approach is useful and applicable in real life situations where the goal is to model social structures based on communication records. |
| 关 键 词: | 本体论; 本体估计; 稀疏向量; 半自动化 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2020-06-04：毛岱琦(课程编辑志愿者) |
| 阅读次数: | 60 |