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

dc.accessRightsAnonymous
dc.audienceScience
dc.contributor.authorMartin, Andreas
dc.contributor.authorEmmenegger, Sandro
dc.contributor.authorHinkelmann, Knut
dc.contributor.authorThönssen, Barbara
dc.date.accessioned2017-03-27T08:16:58Z
dc.date.available2017-04-13T07:27:15Z
dc.date.issued2016-03-28
dc.description.abstractThe 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.
dc.identifier.doi10.1080/17517575.2016.1161239
dc.identifier.issn1751-7575
dc.identifier.issn1751-7583
dc.identifier.urihttp://hdl.handle.net/11654/24643
dc.issue4
dc.language.isoen
dc.publisherTaylor & Francisen_US
dc.relationsic!, 2012-08-01
dc.relation.ispartofEnterprise Information Systemsen_US
dc.subjectcase-based reasoning
dc.subjectenterprise architecture
dc.subjectenterprise ontology
dc.subjectexperience management
dc.subjectontology-based case-based reasoning
dc.subject.ddc003 - Systemede
dc.subject.ddc004 - Computer Wissenschaften, Internetde
dc.subject.ddc330 - Wirtschaftde
dc.titleA viewpoint-based case-based reasoning approach utilising an enterprise architecture ontology for experience management
dc.type01A - Beitrag in wissenschaftlicher Zeitschrift
dc.volume11
dspace.entity.typePublication
fhnw.InventedHereYes
fhnw.IsStudentsWorkno
fhnw.PublishedSwitzerlandNo
fhnw.ReviewTypeAnonymous ex ante peer review of a complete publication
fhnw.affiliation.hochschuleHochschule für Wirtschaftde_CH
fhnw.affiliation.institutInstitut für Wirtschaftsinformatikde_CH
fhnw.pagination551-575
fhnw.publicationOnlineJa
fhnw.publicationStatePublished
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