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正确的意义:Web语义的互补分布层

Getting the Meaning Right: A Complementary Distributional Layer for the Web Semantics
课程网址: http://videolectures.net/iswc2011_novacek_semantics/  
主讲教师: Vit Novacek
开课单位: 爱尔兰国立大学
开课时间: 2011-11-25
课程语种: 英语
中文简介:
我们的目标是为Web语义提供一个补充层,以满足在语义Web上凭经验可观察到的自下而上的现象,而不仅仅是由它来断言。我们关注的是与特定语义描述无关的含义,而是来自数据网络上的众多显式和隐式链接。我们声称当前的方法大多是自上而下的,因此缺乏适当的机制来捕获网络意义的新兴方面。为了解决这个差距,我们提出了一个基于分布式语义的框架(一种成功的自下而上的计算语言学中的意义表示方法),然而,由于规则的固有支持,它仍然与自上而下的语义Web原则相容。我们在知识整合实验中评估了我们的解决方案,这证实了我们方法的巨大潜力。
课程简介: We aim at providing a complementary layer for the web semantics, catering for bottom-up phenomena that are empirically observable on the Semantic Web rather than being merely asserted by it. We focus on meaning that is not associated with particular semantic descriptions, but emerges from the multitude of explicit and implicit links on the web of data. We claim that the current approaches are mostly top-down and thus lack a proper mechanisms for capturing the emergent aspects of the web meaning. To ll this gap, we have proposed a framework based on distributional semantics (a successful bottom-up approach to meaning representation in computational linguistics) that is, however, still compatible with the top-down Semantic Web principles due to inherent support of rules. We evaluated our solution in a knowledge consolidation experiment, which con firmed the promising potential of our approach.
关 键 词: Web语义; 数据网络; 分布式语义
课程来源: 视频讲座网
最后编审: 2019-05-05:lxf
阅读次数: 37