Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology

Natural Language Query Processing Framework for Biomedical Literature

Authors
Carmen De Maio, Giuseppe Fenza, Vincenzo Loia, Mimmo Parente
Corresponding Author
Carmen De Maio
Available Online June 2015.
DOI
https://doi.org/10.2991/ifsa-eusflat-15.2015.232How to use a DOI?
Keywords
Biomedicine, Fuzzy Formal Concept Analysis, Information Retrieval.
Abstract

The availability of huge amount of biomedical literature over the Web offers a big opportunity to carry out useful information about published research results. Nevertheless, these information are often enclosed in unstructured documents stressing the need to define suitable framework to support execution of analytics services and richer information discovery tasks. This work introduces a general framework to support natural language user’s query over facet-based data model. It relies on components for knowledge extraction and ontology matching to categorize input biomedical resources with respect to existing biomedical ontologies’ concepts. The framework has been instantiated implementing Fuzzy Formal Concept Analysis algorithm.

Copyright
© 2015, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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Volume Title
Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology
Series
Advances in Intelligent Systems Research
Publication Date
June 2015
ISBN
978-94-62520-77-6
ISSN
1951-6851
DOI
https://doi.org/10.2991/ifsa-eusflat-15.2015.232How to use a DOI?
Copyright
© 2015, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

TY  - CONF
AU  - Carmen De Maio
AU  - Giuseppe Fenza
AU  - Vincenzo Loia
AU  - Mimmo Parente
PY  - 2015/06
DA  - 2015/06
TI  - Natural Language Query Processing Framework for Biomedical Literature
BT  - Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology
PB  - Atlantis Press
SP  - 1628
EP  - 1635
SN  - 1951-6851
UR  - https://doi.org/10.2991/ifsa-eusflat-15.2015.232
DO  - https://doi.org/10.2991/ifsa-eusflat-15.2015.232
ID  - DeMaio2015/06
ER  -