dc.creator | Jiménez Ramírez, Andrés | es |
dc.creator | Barba Rodríguez, Irene | es |
dc.creator | Fernández Olivares, Juan | es |
dc.creator | Valle Sevillano, Carmelo del | es |
dc.creator | Weber, Barbara | es |
dc.date.accessioned | 2020-03-10T09:04:48Z | |
dc.date.available | 2020-03-10T09:04:48Z | |
dc.date.issued | 2018 | |
dc.identifier.citation | Jiménez Ramírez, A., Barba Rodríguez, I., Fernández Olivares, J., Valle Sevillano, C.d. y Weber, B. (2018). Time prediction on multi-perspective declarative business processes. knowledge and Information systems, 57 (3), 655-684. | |
dc.identifier.issn | 0219-1377 | es |
dc.identifier.uri | https://hdl.handle.net/11441/94068 | |
dc.description.abstract | Process-aware information systems (PAISs) are increasingly used to provide flexible
support for business processes. The support given through a PAIS is greatly enhanced
when it is able to provide accurate time predictions which is typically a very challenging
task. Predictions should be (1) multi-dimensional and (2) not based on a single process
instance. Furthermore, the prediction system should be able to (3) adapt to changing
circumstances and (4) deal with multi-perspective declarative languages (e.g., models
which consider time, resource, data and control flow perspectives). In this work, a novel
approach for generating time predictions considering the aforementioned characteristics is
proposed. For this, first, a multi-perspective constraint-based language is used to model the
scenario. Thereafter, an optimized enactment plan (representing a potential execution
alternative) is generated from such a model considering the current execution state of the
process instances. Finally, pre-dictions are performed by evaluating a desired function over
this enactment plan. To evaluate the applicability of our approach in practical settings we
apply it to a real process scenario. Despite the high complexity of the considered problems,
results indicate that our approach produces a satisfactory number of good predictions in a
reasonable time. | es |
dc.description.sponsorship | Ministerio de Economía y Competitividad TIN2016-76956-C3-2-R | es |
dc.description.sponsorship | Ministerio de Economía y Competitividad TIN2015-71618-R | es |
dc.format | application/pdf | es |
dc.format.extent | 29 | es |
dc.language.iso | eng | es |
dc.publisher | Springer | es |
dc.relation.ispartof | knowledge and Information systems, 57 (3), 655-684. | |
dc.rights | Attribution-NonCommercial-NoDerivatives 4.0 Internacional | * |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/4.0/ | * |
dc.subject | Flexible process-aware information systems | es |
dc.subject | Time prediction | es |
dc.subject | Constraint Programming | es |
dc.subject | Planning and scheduling | es |
dc.subject | Constraint-based process models | es |
dc.subject | Decision support systems | es |
dc.title | Time prediction on multi-perspective declarative business processes | es |
dc.type | info:eu-repo/semantics/article | es |
dcterms.identifier | https://ror.org/03yxnpp24 | |
dc.type.version | info:eu-repo/semantics/submittedVersion | es |
dc.rights.accessRights | info:eu-repo/semantics/openAccess | es |
dc.contributor.affiliation | Universidad de Sevilla. Departamento de Lenguajes y Sistemas Informáticos | es |
dc.relation.projectID | TIN2016-76956-C3-2-R | es |
dc.relation.projectID | TIN2015-71618-R | es |
dc.relation.publisherversion | https://link.springer.com/article/10.1007/s10115-018-1180-3 | es |
dc.identifier.doi | 10.1007/s10115-018-1180-3 | es |
dc.journaltitle | knowledge and Information systems | es |
dc.publication.volumen | 57 | es |
dc.publication.issue | 3 | es |
dc.publication.initialPage | 655 | es |
dc.publication.endPage | 684 | es |
dc.contributor.funder | Ministerio de Economía y Competitividad (MINECO). España | es |