NDLI: Enriched semantic information processing using WordNet based on semantic relation network

Content Provider	IEEE Xplore Digital Library
Author	Suvitha, D.S. Janarthanan, R.
Copyright Year	2012
Description	Author affiliation: Dept. of Computer Science and Engineering, Jaya Engineering College, Anna University of Technology, Thiruninravur, Tamilnadu, India (Suvitha, D.S.; Janarthanan, R.)
Abstract	The Semantic Web is an evolving extension of the World Wide Web in which the semantics of information and services on the web is defined, making it possible for the web to understand and satisfy the requests of people and machines to use the web content. Semantic information processing is used to construct knowledge base at the human level. The most fundamental step in semantic information processing (SIP) is to construct knowledge base (KB) at the human level. WordNet has been built to be the most systematic and as close to the human level and is being applied actively in various works. Consequently, search results corresponding to different meanings may be retrieved, making identifying relevant results inconvenient and time-consuming. It has been found that a semantic gap exists between concept pairs of WordNet and those of real world. A study on the enrichment method to build a Knowledge Base was proposed here. A rule based method using WordNet's glossaries and an inference method using axioms for WordNet relations are applied for the enrichment and an enriched WordNet (E-WordNet) is built as the result. Moreover, WSD-SemNet, a new word sense disambiguation method in which E-WordNet is applied for Semantic Information Processing.
Starting Page	846
Ending Page	851
File Size	961685
Page Count	6
File Format	PDF
ISBN	9781467302111
e-ISBN	9781467302128
DOI	10.1109/ICCEET.2012.6203799
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2012-03-21
Publisher Place	India
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Computers Text analysis Dictionaries Semantic networks Knowledge acquisition Knowledge base management Random access memory Surgery Bicycles Tagging Educational institutions Arteries
Content Type	Text
Resource Type	Article

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1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

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