Initiating Organizational Memories using Ontology-based Network Analysis as a Bootstrapping Tool
Initiating Organizational Memories using Ontology-based Network Analysis as a Bootstrapping Tool
An important problem for many kinds of knowledge systems is their initial set-up. It is difficult to choose the right information to include in such systems, and the right information is also a prerequisite for maximizing the uptake and relevance. To tackle this problem, most developers adopt heavyweight solutions and rely on a faithful continuous interaction with users to create and improve content. In this paper, we explore the use of an automatic, lightweight ontology-based solution to the bootstrapping problem, in which domain-describing ontologies are analysed to uncover significant yet implicit relationships between instances. We illustrate the approach by using such an analysis to provide content automatically for the initial set-up of an organizational memory.
43-53
Alani, Harith
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Kalfoglou, Yannis
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O'Hara, Kieron
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Shadbolt, Nigel
5c5acdf4-ad42-49b6-81fe-e9db58c2caf7
Coenen, Frans
15a0125f-2690-404f-8fcc-32f1f0121ac0
2002
Alani, Harith
70cdbdce-1494-44c2-9dae-65d82bf7e991
Kalfoglou, Yannis
d3d242fd-4ce2-4041-b8ea-aa3b3bec3b88
O'Hara, Kieron
0a64a4b1-efb5-45d1-a4c2-77783f18f0c4
Shadbolt, Nigel
5c5acdf4-ad42-49b6-81fe-e9db58c2caf7
Coenen, Frans
15a0125f-2690-404f-8fcc-32f1f0121ac0
Alani, Harith, Kalfoglou, Yannis, O'Hara, Kieron and Shadbolt, Nigel
,
Coenen, Frans
(ed.)
(2002)
Initiating Organizational Memories using Ontology-based Network Analysis as a Bootstrapping Tool.
Expert Update, 5 (3), .
Abstract
An important problem for many kinds of knowledge systems is their initial set-up. It is difficult to choose the right information to include in such systems, and the right information is also a prerequisite for maximizing the uptake and relevance. To tackle this problem, most developers adopt heavyweight solutions and rely on a faithful continuous interaction with users to create and improve content. In this paper, we explore the use of an automatic, lightweight ontology-based solution to the bootstrapping problem, in which domain-describing ontologies are analysed to uncover significant yet implicit relationships between instances. We illustrate the approach by using such an analysis to provide content automatically for the initial set-up of an organizational memory.
Text
ExpertUpdate-Soton-final.pdf
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Published date: 2002
Organisations:
Web & Internet Science
Identifiers
Local EPrints ID: 257254
URI: http://eprints.soton.ac.uk/id/eprint/257254
ISSN: 1465-4091
PURE UUID: fd098e41-42e1-4a9a-a61d-174f5fbbda78
Catalogue record
Date deposited: 25 Jun 2003
Last modified: 15 Mar 2024 03:09
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Contributors
Author:
Harith Alani
Author:
Yannis Kalfoglou
Author:
Nigel Shadbolt
Editor:
Frans Coenen
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