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dc.contributor.authorRibeiro, Joel
dc.contributor.authorCarmona Vargas, Josep
dc.contributor.authorMisir, Mustafa
dc.contributor.authorSebag, Michele
dc.contributor.otherUniversitat Politècnica de Catalunya. Departament de Ciències de la Computació
dc.date.accessioned2014-11-19T11:43:24Z
dc.date.available2015-12-31T01:30:46Z
dc.date.created2014
dc.date.issued2014
dc.identifier.citationRibeiro, J. [et al.]. A recommender system for process discovery. A: International Conference on Business Process Management. "Business Process Management: 12th International Conference, BPM 2014, Haifa, Israel, September 7-11, 2014: proceedings". Haifa: Springer, 2014, p. 67-83.
dc.identifier.isbn978-331910171-2
dc.identifier.urihttp://hdl.handle.net/2117/24752
dc.description.abstractOver the last decade, several algorithms for process discovery and process conformance have been proposed. Still, it is well-accepted that there is no dominant algorithm in any of these two disciplines, and then it is often difficult to apply them successfully. Most of these algorithms need a close-to expert knowledge in order to be applied satisfactorily. In this paper, we present a recommender system that uses portfolio-based algorithm selection strategies to face the following problems: to find the best discovery algorithm for the data at hand, and to allow bridging the gap between general users and process mining algorithms. Experiments performed with the developed tool witness the usefulness of the approach for a variety of instances.
dc.format.extent17 p.
dc.language.isoeng
dc.publisherSpringer
dc.subjectÀrees temàtiques de la UPC::Informàtica::Sistemes d'informació
dc.subject.lcshRecommender systems (Information filtering)
dc.subject.lcshData mining
dc.subject.otherAlgorithm selection
dc.subject.otherProcess mining
dc.subject.otherRecommender systems
dc.titleA recommender system for process discovery
dc.typeConference report
dc.subject.lemacSistemes recomanadors (Filtratge d'informació)
dc.subject.lemacMineria de dades
dc.contributor.groupUniversitat Politècnica de Catalunya. ALBCOM - Algorismia, Bioinformàtica, Complexitat i Mètodes Formals
dc.identifier.doi10.1007/978-3-319-10172-9_5
dc.description.peerreviewedPeer Reviewed
dc.rights.accessOpen Access
local.identifier.drac15261160
dc.description.versionPostprint (author’s final draft)
local.citation.authorRibeiro, J.; Carmona, J.; Misir, M.; Sebag, M.
local.citation.contributorInternational Conference on Business Process Management
local.citation.pubplaceHaifa
local.citation.publicationNameBusiness Process Management: 12th International Conference, BPM 2014, Haifa, Israel, September 7-11, 2014: proceedings
local.citation.startingPage67
local.citation.endingPage83


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