A Parallel Computing Approach to Creating Engineering Concept Spaces for Retrieval: The Illinios Digital Library Initiative Project

Persistent Link:
http://hdl.handle.net/10150/105643
Title:
A Parallel Computing Approach to Creating Engineering Concept Spaces for Retrieval: The Illinios Digital Library Initiative Project
Author:
Chen, Hsinchun; Schatz, Bruce R.; Ng, Tobun Dorbin; Martinez, Joanne; Kirchhoff, Amy; Lin, Chienting
Citation:
A Parallel Computing Approach to Creating Engineering Concept Spaces for Retrieval: The Illinios Digital Library Initiative Project 1996-08, 18(8):771-782 IEEE Transactions on Pattern Analysis and Machine Intelligence, Special Section on Digital Libraries: Representation and Retrieval
Publisher:
IEEE
Journal:
IEEE Transactions on Pattern Analysis and Machine Intelligence, Special Section on Digital Libraries: Representation and Retrieval
Issue Date:
Aug-1996
Description:
Artificial Intelligence Lab, Department of MIS, University of Arizona
URI:
http://hdl.handle.net/10150/105643
Submitted date:
2004-10-08
Abstract:
This research presents preliminary results generated from the semantic retrieval research component of the Illinois Digital Library Initiative (DLI) project. Using a variation of the automatic thesaurus generation techniques, to which we refer as the concept space approach, we aimed to create graphs of domain-specific concepts (terms) and their weighted co-occurrence relationships for all major engineering domains. Merging these concept spaces and providing traversal paths across different concept spaces could potentially help alleviate the vocabulary (difference) problem evident in large-scale information retrieval. We have experimented previously with such a technique for a smaller molecular biology domain (Worm Community System, with 10+ MBs of document collection) with encouraging results.
Type:
Journal Article (Paginated)
Language:
en
Keywords:
Evaluation; Digital Libraries
Local subject classification:
National Science Digital Library; NSDL; Artificial intelligence lab; AI lab; Illinois Digital Library Initiative Project

Full metadata record

DC FieldValue Language
dc.contributor.authorChen, Hsinchunen_US
dc.contributor.authorSchatz, Bruce R.en_US
dc.contributor.authorNg, Tobun Dorbinen_US
dc.contributor.authorMartinez, Joanneen_US
dc.contributor.authorKirchhoff, Amyen_US
dc.contributor.authorLin, Chientingen_US
dc.date.accessioned2004-10-08T00:00:01Z-
dc.date.available2010-06-18T23:30:40Z-
dc.date.issued1996-08en_US
dc.date.submitted2004-10-08en_US
dc.identifier.citationA Parallel Computing Approach to Creating Engineering Concept Spaces for Retrieval: The Illinios Digital Library Initiative Project 1996-08, 18(8):771-782 IEEE Transactions on Pattern Analysis and Machine Intelligence, Special Section on Digital Libraries: Representation and Retrievalen_US
dc.identifier.urihttp://hdl.handle.net/10150/105643-
dc.descriptionArtificial Intelligence Lab, Department of MIS, University of Arizonaen_US
dc.description.abstractThis research presents preliminary results generated from the semantic retrieval research component of the Illinois Digital Library Initiative (DLI) project. Using a variation of the automatic thesaurus generation techniques, to which we refer as the concept space approach, we aimed to create graphs of domain-specific concepts (terms) and their weighted co-occurrence relationships for all major engineering domains. Merging these concept spaces and providing traversal paths across different concept spaces could potentially help alleviate the vocabulary (difference) problem evident in large-scale information retrieval. We have experimented previously with such a technique for a smaller molecular biology domain (Worm Community System, with 10+ MBs of document collection) with encouraging results.en_US
dc.format.mimetypeapplication/pdfen_US
dc.language.isoenen_US
dc.publisherIEEEen_US
dc.subjectEvaluationen_US
dc.subjectDigital Librariesen_US
dc.subject.otherNational Science Digital Libraryen_US
dc.subject.otherNSDLen_US
dc.subject.otherArtificial intelligence laben_US
dc.subject.otherAI laben_US
dc.subject.otherIllinois Digital Library Initiative Projecten_US
dc.titleA Parallel Computing Approach to Creating Engineering Concept Spaces for Retrieval: The Illinios Digital Library Initiative Projecten_US
dc.typeJournal Article (Paginated)en_US
dc.identifier.journalIEEE Transactions on Pattern Analysis and Machine Intelligence, Special Section on Digital Libraries: Representation and Retrievalen_US
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