D4.1 Methods for Automated Dataset Interlinking
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چکیده
for dissemination) This report is a state of the art on available methods and tools for data interlinking.
منابع مشابه
DRX: A LOD dataset interlinking recommendation tool
With the growth of the Linked Open Data (LOD) cloud, data publishers face a new challenge: finding related datasets to interlink with. To face this challenge, this paper describes a tool, called DRX, to assist data publishers in the process of dataset interlinking and browsing the LOD cloud. DRX is organized in five main modules responsible for: (i) collecting data from datasets on the LOD clou...
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for dissemination) This report presents the first version of the interlinking module for the Datalift platform as well as strategies for future developments.
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Dataset interlinking is a great important problem in Linked Data. We consider this problem from the perspective of information retrieval in this paper, thus propose a learning to rank based framework, which combines various similarity measures to retrieve the relevant datasets for a given dataset. Specifically, inspired by the idea of collaborative filtering, an effective similarity measure cal...
متن کاملAutomatic Interlinking of Music Datasets on the Semantic Web
In this paper, we describe current efforts towards interlinking music-related datasets on the Web. We first explain some initial interlinking experiences, and the poor results obtained by taking a näıve approach. We then detail a particular interlinking algorithm, taking into account both the similarities of web resources and of their neighbours. We detail the application of this algorithm in t...
متن کاملRough Set Semantics for Identity on the Web
Identity relations are at the foundation of the Linked Open Data initiative and on the Semantic Web in general. They allow the interlinking of alternative descriptions of the same thing. However, many practical uses of owl:sameAs are known to violate its formal semantics. We propose a method that assigns meaning to (the subrelations of) an identity relation using the predicates of the dataset s...
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تاریخ انتشار 2011