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基于逻辑的SRL方法教程A Tutorial on Logic-Based Approaches to SRL |
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| 课程网址: | http://videolectures.net/ilpmlgsrl09_cussens_tlba/ |
| 主讲教师: | James Cussens |
| 开课单位: | 约克大学 |
| 开课时间: | 2009-09-18 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | The relations in Statistical Relational Learning are often expressed using first-order logic, leading to formalisms which combine both logical and probabilistic representations. In this talk I intend to explain the most important consequences of adopting a logical approach to SRL. Defining distributions over 'possible worlds' is a common theme to many such approaches. Two prominent logic-based formalisms - Markov logic networks and PRISM programs - will be used as exemplars. Although the talk is tutorial in nature, I hope to make it interesting to those already familiar with this area! |
| 关 键 词: | 统计关系学习; 逻辑; 概率 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2019-04-29：lxf |
| 阅读次数: | 73 |