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The best of both worlds: highlighting the synergies of combining manual and automatic knowledge organization methods to improve information search and discovery.

Cleverley, Paul Hugh; Burnett, Simon M.

Authors

Paul Hugh Cleverley

Simon M. Burnett

Abstract

Research suggests organizations across all sectors waste a significant amount of time looking for information and often fail to leverage the information they have. In response, many organizations have deployed some form of enterprise search to improve the ˜findability of information. Debates persist as to whether thesauri and manual indexing or automated machine learning techniques should be used to enhance discovery of information. In addition, the extent to which a Knowledge Organization System (KOS) enhances discoveries or indeed blinds us to new ones remains a moot point. The oil and gas industry is used as a case study using a representative organization. Drawing on prior research, a theoretical model is presented which aims to overcome the shortcomings of each approach. This synergistic model could help re-conceptualize the ˜manual versus ˜automatic debate in many enterprises, accommodating a broader range of information needs. This may enable enterprises to develop more effective information and knowledge management strategies and ease the tension between what is often perceived as mutually exclusive competing approaches. Certain aspects of the theoretical model may be transferable to other industries which is an area for further research. THE ARTICLE WAS SELECTED AS A BEST PAPER FROM THE INTERNATIONAL SOCIETY OF KNOWLEDGE ORGANIZATION (ISKO) CONFERENCE WHERE THE PAPER IS ALSO ONLINE AT: http://www.iskouk.org/content/best-both-worlds-highlighting-synergies-combining-knowledge-modelling-and-automated

Journal Article Type Article
Publication Date Sep 30, 2015
Journal Knowledge organization
Print ISSN 0943-7444
Publisher New Publisher Required
Peer Reviewed Not Peer Reviewed
Volume 42
Issue 6
Pages 428-444
Institution Citation CLEVERLEY, P.H. and BURNETT, S. 2015. The best of both worlds: highlighting the synergies of combining manual and automatic knowledge organization methods to improve information search and discovery. Knowledge organization, 42(6), pages 428-444.
DOI https://doi.org/10.5771/0943-7444-2015-6-428
Keywords Knowledge Organization Systems (KOS); Information Retrieval (IR); Thesauri; Classification

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