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Anti-alignments in conformance checking: the dark side of process models
dc.contributor.author | Chatain, Thomas |
dc.contributor.author | Carmona Vargas, Josep |
dc.contributor.other | Universitat Politècnica de Catalunya. Departament de Ciències de la Computació |
dc.date.accessioned | 2017-05-03T11:38:28Z |
dc.date.available | 2017-05-03T11:38:28Z |
dc.date.issued | 2016 |
dc.identifier.citation | Chatain, T., Carmona, J. Anti-alignments in conformance checking: the dark side of process models. A: International Conference on Application and Theory of Petri Nets and Concurrency. "Application and Theory of Petri Nets and Concurrency: 37th International Conference, PETRI NETS 2016: Torun, Poland, June 19-24, 2016: proceedings". Torun: Springer, 2016, p. 240-258. |
dc.identifier.isbn | 9783319390864 |
dc.identifier.uri | http://hdl.handle.net/2117/103958 |
dc.description.abstract | Conformance checking techniques asses the suitability of a process model in representing an underlying process, observed through a collection of real executions. These techniques suffer from the wellknown state space explosion problem, hence handling process models exhibiting large or even infinite state spaces remains a challenge. One important metric in conformance checking is to asses the precision of the model with respect to the observed executions, i.e., characterize the ability of the model to produce behavior unrelated to the one observed. By avoiding the computation of the full state space of a model, current techniques only provide estimations of the precision metric, which in some situations tend to be very optimistic, thus hiding real problems a process model may have. In this paper we present the notion of antialignment as a concept to help unveiling traces in the model that may deviate significantly from the observed behavior. Using anti-alignments, current estimations can be improved, e.g., in precision checking. We show how to express the problem of finding anti-alignments as the satisfiability of a Boolean formula, and provide a tool which can deal with large models efficiently. |
dc.format.extent | 19 p. |
dc.language.iso | eng |
dc.publisher | Springer |
dc.subject | Àrees temàtiques de la UPC::Informàtica::Informàtica teòrica |
dc.subject.lcsh | Algebra, Boolean |
dc.subject.other | Boolean algebra |
dc.subject.other | Computation theory |
dc.subject.other | Petri nets |
dc.subject.other | Boolean formulae |
dc.subject.other | Conformance checking |
dc.subject.other | Current estimation |
dc.subject.other | Handling process |
dc.subject.other | Infinite state space |
dc.subject.other | Process Modeling |
dc.subject.other | Satisfiability |
dc.subject.other | State-space explosion |
dc.title | Anti-alignments in conformance checking: the dark side of process models |
dc.type | Conference report |
dc.subject.lemac | Àlgebra booleana |
dc.contributor.group | Universitat Politècnica de Catalunya. ALBCOM - Algorismia, Bioinformàtica, Complexitat i Mètodes Formals |
dc.identifier.doi | 10.1007/978-3-319-39086-4_15 |
dc.description.peerreviewed | Peer Reviewed |
dc.relation.publisherversion | http://link.springer.com/chapter/10.1007%2F978-3-319-39086-4_15 |
dc.rights.access | Open Access |
local.identifier.drac | 18789665 |
dc.description.version | Postprint (author's final draft) |
local.citation.author | Chatain, T.; Carmona, J. |
local.citation.contributor | International Conference on Application and Theory of Petri Nets and Concurrency |
local.citation.pubplace | Torun |
local.citation.publicationName | Application and Theory of Petri Nets and Concurrency: 37th International Conference, PETRI NETS 2016: Torun, Poland, June 19-24, 2016: proceedings |
local.citation.startingPage | 240 |
local.citation.endingPage | 258 |