Reducing semantic complexity in distributed digital libraries

Philipp Mayr (GESIS‐IZ Social Science Information Centre, Bonn, Germany)
Peter Mutschke (GESIS‐IZ Social Science Information Centre, Bonn, Germany)
Vivien Petras (GESIS‐IZ Social Science Information Centre, Bonn, Germany)

Library Review

ISSN: 0024-2535

Publication date: 21 March 2008

Abstract

Purpose

The general science portal “vascoda” merges structured, high‐quality information collections from more than 40 providers on the basis of search engine technology (FAST) and a concept which treats semantic heterogeneity between different controlled vocabularies. First experiences with the portal show some weaknesses of this approach which come out in most metadata‐driven Digital Libraries (DLs) or subject specific portals. The purpose of the paper is to propose models to reduce the semantic complexity in heterogeneous DLs. The aim is to introduce value‐added services (treatment of term vagueness and document re‐ranking) that gain a certain quality in DLs if they are combined with heterogeneity components established in the project “Competence Center Modeling and Treatment of Semantic Heterogeneity”.

Design/methodology/approach

Two methods, which are derived from scientometrics and network analysis, will be implemented with the objective to re‐rank result sets by the following structural properties: the ranking of the results by core journals (so‐called Bradfordizing) and ranking by centrality of authors in co‐authorship networks.

Findings

The methods, which will be implemented, focus on the query and on the result side of a search and are designed to positively influence each other. Conceptually, they will improve the search quality and guarantee that the most relevant documents in result sets will be ranked higher.

Originality/value

The central impact of the paper focuses on the integration of three structural value‐adding methods, which aim at reducing the semantic complexity represented in distributed DLs at several stages in the information retrieval process: query construction, search and ranking and re‐ranking.

Keywords

Citation

Mayr, P., Mutschke, P. and Petras, V. (2008), "Reducing semantic complexity in distributed digital libraries", Library Review, Vol. 57 No. 3, pp. 213-224. https://doi.org/10.1108/00242530810865484

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Publisher

:

Emerald Group Publishing Limited

Copyright © 2008, Emerald Group Publishing Limited

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