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A Distributional Semantic Search Infrastructure for Linked Dataspaces

By André Freitas and Edward Curry

Abstract

Abstract. This paper describes and demonstrates a distributional semantic search service infrastructure for Linked Dataspaces. The center of the approach relies on the use of a distributional semantics infrastructure to provide semantic search and query services over data for users and applications, improving data accessibility over the Dataspace. By accessing the services through a REST API, users can semantically index and search over data using the distributional semantic knowledge embedded in the reference corpus. The use of distributional semantic models, which rely on the automatic extraction from large corpora, supports a comprehensive and approximative semantic matching mechanism with a low associated adaptation cost for the inclusion of new data sources

Topics: DistributionalSemantics, SemanticMatching, SemanticSearch, Explicit Semantic Analysis, Dataspaces, Linked Data
Year: 2014
OAI identifier: oai:CiteSeerX.psu:10.1.1.417.8611
Provided by: CiteSeerX
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