A viewpoint-based case-based reasoning approach utilising an enterprise architecture ontology for experience management

No Thumbnail Available
Author (Corporation)
Publication date
28.03.2016
Typ of student thesis
Course of study
Type
01A - Journal article
Editors
Editor (Corporation)
Supervisor
Parent work
Enterprise Information Systems
Special issue
DOI of the original publication
Link
Series
Series number
Volume
11
Issue / Number
4
Pages / Duration
551-575
Patent number
Publisher / Publishing institution
Taylor & Francis
Place of publication / Event location
Edition
Version
Programming language
Assignee
Practice partner / Client
Abstract
The accessibility of project knowledge obtained from experiences is an important and crucial issue in enterprises. This information need about project knowledge can be different from one person to another depending on the different roles he or she has. Therefore, a new ontology-based case-based reasoning (OBCBR) approach that utilises an enterprise ontology is introduced in this article to improve the accessibility of this project knowledge. Utilising an enterprise ontology improves the case-based reasoning (CBR) system through the systematic inclusion of enterprise-specific knowledge. This enterprise-specific knowledge is captured using the overall structure given by the enterprise ontology named ArchiMEO, which is a partial ontological realisation of the enterprise architecture framework (EAF) ArchiMate. This ontological representation, containing historical cases and specific enterprise domain knowledge, is applied in a new OBCBR approach. To support the different information needs of different stakeholders, this OBCBR approach has been built in such a way that different views, viewpoints, concerns and stakeholders can be considered. This is realised using a case viewpoint model derived from the ISO/IEC/IEEE 42010 standard. The introduced approach was implemented as a demonstrator and evaluated using an application case that has been elicited from a business partner in the Swiss research project.
Keywords
case-based reasoning, enterprise architecture, enterprise ontology, experience management, ontology-based case-based reasoning
Subject (DDC)
003 - Systeme
004 - Computer Wissenschaften, Internet
330 - Wirtschaft
Project
Event
Exhibition start date
Exhibition end date
Conference start date
Conference end date
Date of the last check
ISBN
ISSN
1751-7575
1751-7583
Language
English
Created during FHNW affiliation
Yes
Strategic action fields FHNW
Publication status
Published
Review
Peer review of the complete publication
Open access category
License
Citation
MARTIN, Andreas, Sandro EMMENEGGER, Knut HINKELMANN und Barbara THÖNSSEN, 2016. A viewpoint-based case-based reasoning approach utilising an enterprise architecture ontology for experience management. Enterprise Information Systems. 28 März 2016. Bd. 11, Nr. 4, S. 551–575. DOI 10.1080/17517575.2016.1161239. Verfügbar unter: http://hdl.handle.net/11654/24643