A viewpoint-based case-based reasoning approach utilising an enterprise architecture ontology for experience management
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Autor:in (Körperschaft)
Publikationsdatum
28.03.2016
Typ der Arbeit
Studiengang
Typ
01A - Beitrag in wissenschaftlicher Zeitschrift
Herausgeber:innen
Herausgeber:in (Körperschaft)
Betreuer:in
Übergeordnetes Werk
Enterprise Information Systems
Themenheft
DOI der Originalpublikation
Link
Reihe / Serie
Reihennummer
Jahrgang / Band
11
Ausgabe / Nummer
4
Seiten / Dauer
551-575
Patentnummer
Verlag / Herausgebende Institution
Taylor & Francis
Verlagsort / Veranstaltungsort
Auflage
Version
Programmiersprache
Abtretungsempfänger:in
Praxispartner:in/Auftraggeber:in
Zusammenfassung
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.
Schlagwörter
case-based reasoning, enterprise architecture, enterprise ontology, experience management, ontology-based case-based reasoning
Fachgebiet (DDC)
003 - Systeme
004 - Computer Wissenschaften, Internet
330 - Wirtschaft
004 - Computer Wissenschaften, Internet
330 - Wirtschaft
Veranstaltung
Startdatum der Ausstellung
Enddatum der Ausstellung
Startdatum der Konferenz
Enddatum der Konferenz
Datum der letzten Prüfung
ISBN
ISSN
1751-7575
1751-7583
1751-7583
Sprache
Englisch
Während FHNW Zugehörigkeit erstellt
Ja
Zukunftsfelder FHNW
Publikationsstatus
Veröffentlicht
Begutachtung
Peer-Review der ganzen Publikation
Open Access-Status
Lizenz
Zitation
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