On the Semantic Mapping of Schema-agnostic Queries: A Preliminary Study (bibtex)
by Andre Freitas, Joao C. Pereira da Silva, Edward Curry
Abstract:
The growing size, heterogeneity and complexity of databases demand the creation of strategies to facilitate users and systems to con- sume data. Ideally, query mechanisms should be schema-agnostic or vocabulary-independent, i.e. they should be able to match user queries in their own vocabulary and syntax to the data, abstracting data consumers from the representation of the data. Despite being a central requirement across natural language interfaces and entity search engines, there is a lack on the conceptual analysis of schema-agnosticism and on the as- sociated semantic differences between queries and databases. This work aims at providing an initial conceptualization for schema-agnostic queries aiming at providing a fine-grained classification which can support the scoping, evaluation and development of semantic matching approaches for schema-agnostic queries.
Reference:
Andre Freitas, Joao C. Pereira da Silva, Edward Curry, "On the Semantic Mapping of Schema-agnostic Queries: A Preliminary Study", In Natural Language Interfaces for Web of Data Workshop 2014, Rival del Garda, pp. 1-8, 2014.
Bibtex Entry:
@inproceedings{Freitas2014b,
abstract = {The growing size, heterogeneity and complexity of databases demand the creation of strategies to facilitate users and systems to con- sume data. Ideally, query mechanisms should be schema-agnostic or vocabulary-independent, i.e. they should be able to match user queries in their own vocabulary and syntax to the data, abstracting data consumers from the representation of the data. Despite being a central requirement across natural language interfaces and entity search engines, there is a lack on the conceptual analysis of schema-agnosticism and on the as- sociated semantic differences between queries and databases. This work aims at providing an initial conceptualization for schema-agnostic queries aiming at providing a fine-grained classification which can support the scoping, evaluation and development of semantic matching approaches for schema-agnostic queries.},
address = {Rival del Garda},
author = {Freitas, Andre and da Silva, Joao C. Pereira and Curry, Edward},
booktitle = {Natural Language Interfaces for Web of Data Workshop 2014},
file = {:Users/ed/Library/Application Support/Mendeley Desktop/Downloaded/Freitas, Silva, Curry - 2014 - On the Semantic Mapping of Schema-agnostic Queries A Preliminary Study.pdf:pdf},
keywords = {The growing size,abstracting data consumers from the representation,evaluation and development of semantic matching ap,heterogeneity and complexity of databases demand t,i.e. they should be able to match user queries in,query mechanisms should be schema-agnostic or voca,there is a lack on the conceptual analysis of sche},
pages = {1--8},
title = {{On the Semantic Mapping of Schema-agnostic Queries: A Preliminary Study}},
url = {http://www.edwardcurry.org/publications/schema_agnostic.pdf},
year = {2014}
}
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