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语义图的结构总结

Structural Summarization of Semantic Graphs
课程网址: http://videolectures.net/eswc2018_manolescu_semantic_graphs/  
主讲教师: Ioana Manolescu
开课单位: INRIA Saclay-法国岛
开课时间: 2018-07-10
课程语种: 英语
中文简介:
RDF图包含高度复杂的数据,无论是从结构角度还是从语义角度来看。这使得它们很难被发现和学习,并阻碍了它们的可用性。图商形式为总结图提供了一个优雅的基础。简而言之,图商指定了一种将某些图节点视为彼此等价的方式,并通过基于这种等价的等价类来表示图。我将介绍我上一个团队在过去几年中所做的工作,即语义丰富的RDF图的商摘要。特别是,我将介绍一组特别适合RDF图异构结构的摘要,并讨论摘要和饱和与RDF模式规则相互作用的新结果。
课程简介: RDF graphs comprise highly complex data, both from a structural and from a semantic perspective. This makes them hard to discover and learn, and hinders their usability. An elegant basis for summarizing graphs is provided by the graph quotient formalism. In a nutshell, a graph quotient specifies a way to view some graph nodes as equivalent to each other, and represents a graph through its equivalence classes based on this equivalence. I will present work carried in my last team over the last few years, on quotient summarization of semantic-rich RDF graph. In particular, I will introduce a set of summaries particularly suited for the heterogeneous structure of RDF graphs, and discuss novel results at the interplay of summarization and saturation with RDF Schema rules
关 键 词: 结构角度; 图商形式; 模式规则
课程来源: 视频讲座网
数据采集: 2022-12-08:chenjy
最后编审: 2022-12-08:chenjy
阅读次数: 27