Case model for the RoboInnoCase recommender system for cases of digital business transformation: structuring information for a case of digital change

dc.contributor.authorWitschel, Hans Friedrich
dc.contributor.authorPeter, Marco
dc.contributor.authorSeiler, Laura
dc.contributor.authorParlar, Soyhan
dc.contributor.authorGatziu Grivas, Stella
dc.contributor.editorBernardino, Jorge
dc.contributor.editorSalgado, Ana
dc.contributor.editorFilipe, Joaquim
dc.date.accessioned2024-04-08T13:41:46Z
dc.date.available2024-04-08T13:41:46Z
dc.date.issued2019
dc.description.abstractIn this work, we develop a case model to structure cases of past digital transformations which act as input data for a recommender system. The purpose of that recommender is to act as an inspiration and support for new cases of digital transformation. To define the case model, case analyses, where 40 cases of past digital transformations are analysed and coded to determine relevant attributes and values, literature research and the particularities of the case for digital change, are used as a basis. The case model is evaluated by means of an experiment where two different scenarios are fed into a prototypical case-based recommender system and then matched, based on an entropically derived weighting system, with the case base that contains cases structured according to the case model. The results not only suggest that the case model’s functionality can be guaranteed, but that a good quality of the given recommendations is achieved by applying a case-based recommender system using the proposed case model. The results not only suggest that the case model’s functionality can be guaranteed, but that a good quality of the given recommendations is achieved by applying a case-based recommender system using the proposed case model.
dc.event11th International Conference on Knowledge Management and Information Systems (ICEIS 2019)
dc.event.end2019-09-19
dc.event.start2019-09-17
dc.identifier.doi10.5220/0008064900620073
dc.identifier.isbn978-989-758-382-7
dc.identifier.urihttps://irf.fhnw.ch/handle/11654/42569
dc.language.isoen
dc.publisherSciTePress
dc.relation.ispartofICEIS 2019. 21st International Conference on Enterprise Information Systems. Proceedings
dc.spatialSetúbal
dc.subject.ddc330 - Wirtschaft
dc.titleCase model for the RoboInnoCase recommender system for cases of digital business transformation: structuring information for a case of digital change
dc.type04B - Beitrag Konferenzschrift
dc.volume3
dspace.entity.typePublication
fhnw.InventedHereYes
fhnw.ReviewTypeAnonymous ex ante peer review of a complete publication
fhnw.affiliation.hochschuleHochschule für Wirtschaft FHNWde_CH
fhnw.affiliation.institutInstitut für Wirtschaftsinformatikde_CH
fhnw.openAccessCategoryClosed
fhnw.pagination62-73
fhnw.publicationStatePublished
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relation.isAuthorOfPublication4a43f457-c81f-41ed-84c4-46ba2a9a747d
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relation.isAuthorOfPublication.latestForDiscovery4f94a17c-9d05-433c-882f-68f062e0e6ae
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