Parallel Search Through Statistical Semantic Spaces Leveraging Linked Open Data

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Provided by: RWTH Aachen University
Topic: Data Management
Format: PDF
With billions of triples in the linked open data cloud, which continues to grow exponentially, challenging tasks start to emerge related to the exploitation and reasoning of Web data. A considerable amount of work has been done in the area of using Information Retrieval (IR) methods to address these problems. However, although applied models work on the Web scale, they downgrade the semantics contained in an RDF (Resource Description Framework) graph by observing each physical resource as a 'Bag of words (URIs/literals)'.
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