NDLI: An Integrated Solution for Improving Semantic Content Searching in Distributed Environment

Content Provider	IEEE Xplore Digital Library
Author	Goita, Y. Hu Changjun
Copyright Year	2009
Abstract	The research in the ontology-based information retrieval has made a significant progress recently, especially in the web domain. In this kind of retrieval system, the domain ontology is used as the backbone of the searching process. However, with the heterogeneity of data storing formats on the web, many of ontology-driven systems development approach suffer from inconsistencies during mapping between ontology’s concepts and corresponding data from data sources. Thus, sophisticated data integration and mining tools are required so domain scientists can more easily retrieve answers to their queries. To address these requirements, we have proposed a Web content query refinement framework integrating both ontology and Web mining techniques to assist the material domain scientists. We used the Web Ontology Language (OWL) to represent structured knowledge about materials. We have used SWRL, the Semantic Web Rule Language, as a high-level query language that uses the implemented OWL based mappings method. The main merit of our proposed solution is that the user can interactively process (accept or reject) the knowledge gathered during the mining process to enrich the ontology base (ontology learning), which leads to better query precision. We present an evaluation study using Query&Navi, to show the benefit of the proposed approach.
Starting Page	379
Ending Page	384
File Size	727139
Page Count	6
File Format	PDF
ISBN	9780769537665
DOI	10.1109/GCC.2009.15
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2009-08-27
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	query refinement search engine Ontology OWL OntoTWO Ontologies Information retrieval Distributed computing Semantic Web Network servers Image databases web content mining Refining Prototypes Grid computing
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
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
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

Framework for web content mining using semantic search and natural language queries

An Ontology-Based System for Semantic Query over Heterogeneous Databases

Ontology based relevance criteria for semantic web search engine

OntRel: An Ontology Indexer to Store OWL-DL Ontologies and Its Instances

Towards a Validation Framework for Sub-ontology Extraction Workflows in a Semantic Grid

Toward a semantic search engine based on ontologies

New Semantic Indexing and Search System Based on Ontology

On a Prototype Environment for Sub-ontology Extraction in Semantic Grid

Improving the performance of proposed multi-agent domain specific search engine using query refinement component

An Integrated Solution for Improving Semantic Content Searching in Distributed Environment

Similar Documents

Framework for web content mining using semantic search and natural language queries

An Ontology-Based System for Semantic Query over Heterogeneous Databases

Ontology based relevance criteria for semantic web search engine

OntRel: An Ontology Indexer to Store OWL-DL Ontologies and Its Instances

Towards a Validation Framework for Sub-ontology Extraction Workflows in a Semantic Grid

Toward a semantic search engine based on ontologies

New Semantic Indexing and Search System Based on Ontology

On a Prototype Environment for Sub-ontology Extraction in Semantic Grid

Improving the performance of proposed multi-agent domain specific search engine using query refinement component

An Integrated Solution for Improving Semantic Content Searching in Distributed Environment