Low-cost semantic enhancement to digital library metadata and indexing: Simple yet effective strategies

Most existing digital libraries use traditional lexically-based retrieval techniques. For established systems, completely replacing, or even making significant changes to the document retrieval mechanism (document analysis, indexing strategy, query processing and query interface) would require major...

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Veröffentlicht in:JCDL '16 : proceedings of the 16th ACM/IEEE-CS Joint Conference on Digital Libraries : June 19-23, 2016, Newark, NJ, USA S. 93 - 102
Hauptverfasser: Hinze, Annika, Bainbridge, David, Cunningham, Sally Jo, Downie, J. Stephen
Format: Tagungsbericht
Sprache:Englisch
Veröffentlicht: ACM 01.06.2016
Schlagworte:
disambiguation
Encyclopedias
Indexing
Libraries
Metadata
Semantic analysis
semantic enrichment
Semantics
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Abstract Most existing digital libraries use traditional lexically-based retrieval techniques. For established systems, completely replacing, or even making significant changes to the document retrieval mechanism (document analysis, indexing strategy, query processing and query interface) would require major technological effort, and would most likely be disruptive. In this paper, we describe ways to use the results of semantic analysis and disambiguation, while retaining an existing keyword-based search and lexicographic index. We engineer this so the output of semantic analysis (performed off-line) is suitable for import directly into existing digital library metadata and index structures, and thus incorporated without the need for architecture modifications.
AbstractList Most existing digital libraries use traditional lexically-based retrieval techniques. For established systems, completely replacing, or even making significant changes to the document retrieval mechanism (document analysis, indexing strategy, query processing and query interface) would require major technological effort, and would most likely be disruptive. In this paper, we describe ways to use the results of semantic analysis and disambiguation, while retaining an existing keyword-based search and lexicographic index. We engineer this so the output of semantic analysis (performed off-line) is suitable for import directly into existing digital library metadata and index structures, and thus incorporated without the need for architecture modifications.
Author Hinze, Annika
Cunningham, Sally Jo
Bainbridge, David
Downie, J. Stephen
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  email: jdownie@illinois.edu
  organization: Libr. & Inf. Sci., Univ. of Illinois at Urbana-Champaign, Urbana, IL, USA
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Snippet Most existing digital libraries use traditional lexically-based retrieval techniques. For established systems, completely replacing, or even making significant...
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StartPage 93
SubjectTerms disambiguation
Encyclopedias
Indexing
Libraries
Metadata
Semantic analysis
semantic enrichment
Semantics
Title Low-cost semantic enhancement to digital library metadata and indexing: Simple yet effective strategies
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