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术语的核心修订运算符-算法和评估

A Kernel Revision Operator for Terminologies - Algorithms and Evaluation
课程网址: http://videolectures.net/iswc08_qi_krot/  
主讲教师: Guilin Qi
开课单位: 卡尔斯鲁厄大学
开课时间: 2008-11-24
课程语种: 英语
中文简介:
基于本体的描述逻辑的修订处理了一致地结合新接收的信息的问题。在本文中,我们提出了一个,用于修改基于本体的描述逻辑中的术语。我们的修订运算符依赖于在信念修正中重新构造内核收缩运算符。我们首先为术语定义修订运算符,并表明它满足一些理想的逻辑属性。其次,开发了两种算法来实例化修订操作符。由于一般来说,这两种算法在计算上太难了,我们提出第三种算法作为更有效的替代算法。我们在两个应用场景的上下文中实现了算法并提供了它们的效率,有效性和有意义的评估结果:增量本体学习和映射修订。
课程简介: Revision of a description logic-based ontology deals with the problem of incorporating newly received information consistently. In this paper, we propose a general operator for revising terminologies in description logic-based ontologies. Our revision operator relies on a reformulation of the kernel contraction operator in belief revision. We first define our revision operator for terminologies and show that it satisfies some desirable logical properties. Second, two algorithms are developed to instantiate the revision operator. Since in general, these two algorithms are computationally too hard, we propose a third algorithm as a more efficient alternative. We implemented the algorithms and provide evaluation results on their efficiency, effectiveness and meaningfulness in the context of two application scenarios: Incremental ontology learning and mapping revision.
关 键 词: 描述逻辑; 运算符; 逻辑属性
课程来源: 视频讲座网
最后编审: 2019-04-28:cwx
阅读次数: 37