ItSIMPLE: Towards an integrated design system for real planning applications

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dc.contributor.authorVaquero T.S.
dc.contributor.authorSilva J.R.
dc.contributor.authorTonidandel F.
dc.contributor.authorChristopher Beck J.
dc.date.accessioned2019-08-17T20:00:29Z
dc.date.available2019-08-17T20:00:29Z
dc.date.issued2013
dc.description.abstractSince the end of the 1990s, there has been an increasing interest in the application of artificial intelligence (AI) planning techniques to solve real-life problems. In addition to characteristics of academic problems, such as the need to reason about actions, real-life problems require detailed knowledge elicitation, engineering, and management. A systematic design process in which Knowledge and Requirements Engineering tools play a fundamental role is necessary in such applications. One of the main challenges in such design process, and consequently in the study of Knowledge Engineering in AI planning, has been the analysis of requirements and their subsequent transformation into an input-ready model for planners. itSIMPLE is a research project dedicated to the study of a project process to support the design phases of real-life planning models. In this paper, we give an overview of itSIMPLE focusing on the main translation processes among a minimal set of representations: from requirements represented in Unified Modeling Language (UML) to Petri Nets and from UML models to planning domain definition language for problem solving. Copyright © Cambridge University Press 2013.
dc.description.abstractalternativeSince the end of the 1990s, there has been an increasing interest in the application of artificial intelligence (AI) planning techniques to solve real-life problems. In addition to characteristics of academic problems, such as the need to reason about actions, real-life problems require detailed knowledge elicitation, engineering, and management. A systematic design process in which Knowledge and Requirements Engineering tools play a fundamental role is necessary in such applications. One of the main challenges in such design process, and consequently in the study of Knowledge Engineering in AI planning, has been the analysis of requirements and their subsequent transformation into an input-ready model for planners. itSIMPLE is a research project dedicated to the study of a project process to support the design phases of real-life planning models. In this paper, we give an overview of itSIMPLE focusing on the main translation processes among a minimal set of representations: from requirements represented in Unified Modeling Language (UML) to Petri Nets and from UML models to planning domain definition language for problem solving.en
dc.description.firstpage215
dc.description.issuenumber2
dc.description.lastpage230
dc.description.volume28
dc.identifier.citationVAQUERO, T. S.; SILVA, J. R.; TONIDANDEL, Flavio; BECK, J. C.. itSIMPLE: towards an integrated design system for real planning applications. Knowledge Engineering Review (Online), v. 1, p. 1-16, 2013.
dc.identifier.doi10.1017/S0269888912000434
dc.identifier.issn0269-8889
dc.identifier.urihttps://repositorio.fei.edu.br/handle/FEI/1002
dc.identifier.urlhttps://doi.org/10.1017/S0269888912000434
dc.relation.ispartofKnowledge Engineering Review
dc.rightsAcesso Restrito
dc.subject.otherlanguageArtificial intelligenceen
dc.titleItSIMPLE: Towards an integrated design system for real planning applications
dc.typeArtigo
fei.scopus.citations23
fei.scopus.eid2-s2.0-84877588678
fei.scopus.subjectIntegrated design system
fei.scopus.subjectPlanning applications
fei.scopus.subjectPlanning domain definition language
fei.scopus.subjectPlanning techniques
fei.scopus.subjectProject process
fei.scopus.subjectReal-life problems
fei.scopus.subjectSystematic designs
fei.scopus.subjectTranslation process
fei.scopus.updated2024-05-01
fei.scopus.urlhttps://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84877588678&origin=inward
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