A Distributional Semantic Search Infrastructure for Linked Dataspaces (bibtex)
by André Freitas, Sean O'Riain, Edward Curry
Abstract:
This paper describes and demonstrates a distributional se- mantic search service infrastructure for Linked Dataspaces. The center of the approach relies on the use of a distributional semantics infrastruc- ture to provide semantic search and query services over data for users and applications, improving data accessibility over the Dataspace. By ac- cessing the services through a REST API, users can semantically index and search over data using the distributional semantic knowledge embed- ded 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.
Reference:
André Freitas, Sean O'Riain, Edward Curry, "A Distributional Semantic Search Infrastructure for Linked Dataspaces", In 10th European Semantic Web Conference (ESWC), Springer, Montpellier, France, 2013.
Bibtex Entry:
@inproceedings{Freitas2013a,
abstract = {This paper describes and demonstrates a distributional se- mantic search service infrastructure for Linked Dataspaces. The center of the approach relies on the use of a distributional semantics infrastruc- ture to provide semantic search and query services over data for users and applications, improving data accessibility over the Dataspace. By ac- cessing the services through a REST API, users can semantically index and search over data using the distributional semantic knowledge embed- ded 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.},
address = {Montpellier, France},
author = {Freitas, Andr{\'{e}} and O'Riain, Sean and Curry, Edward},
booktitle = {10th European Semantic Web Conference (ESWC)},
file = {:Users/ed/Library/Application Support/Mendeley Desktop/Downloaded/Freitas, O'Riain, Curry - 2013 - A Distributional Semantic Search Infrastructure for Linked Dataspaces.pdf:pdf},
keywords = {Dataspaces,Distributional Semantics,Explicit Semantic Analysis,Linked Data.,Semantic Search,SemanticMatching},
publisher = {Springer},
title = {{A Distributional Semantic Search Infrastructure for Linked Dataspaces}},
url = {http://www.edwardcurry.org/publications/Freitas_eswc_2013.pdf},
year = {2013}
}
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