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A Rough-Fuzzy Ontology Generation Framework and Its Application to Bio-medical Text Processing

A Rough-Fuzzy Ontology Generation Framework and Its Application to Bio-medical Text Processing

Book SeriesAdvances in Soft Computing
PublisherSpringer Berlin / Heidelberg
ISSN1615-3871 (Print) 1860-0794 (Online)
VolumeVolume 43/2007
BookAdvances in Intelligent Web Mastering
DOI10.1007/978-3-540-72575-6
Copyright2007
ISBN978-3-540-72574-9
DOI10.1007/978-3-540-72575-6_12
Pages74-79
Subject CollectionEngineering
SpringerLink DateWednesday, August 08, 2007
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A Rough-Fuzzy Ontology Generation Framework and Its Application to Bio-medical Text Processing

Lipika Dey1 Contact Information, Muhammad Abulaish2 Contact Information, Rohit Goyal1 and Kumar Shubham1

(1)  Indian Institute of Technology Delhi, Hauz Khas, New Delhi-16, India
(2)  Jamia Millia Islamia, jamia Nagar, New Delhi-25, India
Abstract
In this paper, we present a rough-fuzzy ontology generation framework which supports rough concept descriptions at multiple levels of granularity, using fuzzy property descriptors. The rough approximations for concept descriptions and valid fuzzy property descriptors can be obtained through text-mining.

Keywords  Rough-fuzzy ontology structure - ontology-based text processing - natural language processing

Contact Information Lipika Dey
Email: lipikadey@gmail.com

Contact Information Muhammad Abulaish
Email: abulaish@ieee.org
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