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一阶逻辑在语义Web学习用户模型:我们为什么需要它?

First order logic for learning user models in the semantic web: why do we need it?
课程网址: http://videolectures.net/um05_jacquenet_wni/  
主讲教师: François Jacquenet
开课单位: 圣艾蒂安大学
开课时间: 2007-02-25
课程语种: 英语
中文简介:
在本文中,我们声称在一阶逻辑框架中学习对于语义Web上下文中的用户建模应用程序的未来至关重要(本文的剩余部分是sw)。我们首先介绍了一些目前已经完成的设计基于一阶逻辑的语言,在软件中进行推理的工作。在软件中的用户建模环境中,使用这些语言对用户的行为和偏好进行建模是相关的。我们表明,在这种语言的上下文中发现知识可以使用已经提供了有效原型的多关系数据挖掘来完成。然而,为了在这种情况下使用它们还需要做一些工作,为此我们给出了一些指导。
课程简介: In this paper we claim that learning in a first order logic framework is crucial for the future of user modeling applications in the context of the Semantic Web (SW in the remaining of the paper). We first present some works that have currently been done for designing first order logic based languages, for reasoning in the SW. In the context of user modeling in the SW, it would then be relevant to use such languages to model user’s behaviors and preferences. We show that discovering knowledge in the context of such languages could be done using multi-relational data mining that has already provided efficient prototypes. Nevertheless, some work remains to be done in order to use them in that context and we give some directions for that purpose.
关 键 词: web; 计算机科学; 语义网
课程来源: 视频讲座网
最后编审: 2020-06-06:zyk
阅读次数: 37