查询图数据库

Pablo Barceló Baeza
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引用次数: 89

摘要

由于图形数据库在语义网和社会网络分析等领域的应用,它在过去几年中重新引起了人们的兴趣。我们研究了图数据库的查询问题,特别是几种通用查询语言(如正则路径查询及其带有连词和逆的扩展)的求值的表达性和复杂性。我们区分这些语言的两种语义。第一个基于简单路径的方法很容易导致难以处理,而第二个基于任意路径的方法则允许对表达性语言族进行易于处理的求值。我们还研究了这些语言最近的两个扩展,这些扩展是由图形数据库的现代应用所激发的。第一种方法允许将路径视为一等公民,而第二种方法允许表达将图的拓扑与其底层数据结合起来的查询。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Querying graph databases
Graph databases have gained renewed interest in the last years, due to its applications in areas such as the Semantic Web and Social Networks Analysis. We study the problem of querying graph databases, and, in particular, the expressiveness and complexity of evaluation for several general-purpose query languages, such as the regular path queries and its extensions with conjunctions and inverses. We distinguish between two semantics for these languages. The first one, based on simple paths, easily leads to intractability, while the second one, based on arbitrary paths, allows tractable evaluation for an expressive family of languages. We also study two recent extensions of these languages that have been motivated by modern applications of graph databases. The first one allows to treat paths as first-class citizens, while the second one permits to express queries that combine the topology of the graph with its underlying data.
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CiteScore
4.40
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