Bounded non-deterministic planning for multimedia adaptation

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dc.contributor.author López Hernández, Fernando
dc.contributor.author Jannach, Dietmar
dc.contributor.author Martínez, José M.
dc.contributor.author Timmerer, Christian
dc.contributor.author García Santos, Narciso
dc.contributor.author Hellwagner, Hermann
dc.contributor.other UAM. Departamento de Tecnología Electrónica y de las Comunicaciones es_ES
dc.date.accessioned 2015-05-28T10:07:45Z
dc.date.available 2015-05-28T10:07:45Z
dc.date.issued 2012-01
dc.identifier.citation Applied Intelligence 36.1 (2012): 29-60 en_US
dc.identifier.issn 0924-669X (print) en_US
dc.identifier.issn 1573-7497 (online) en_US
dc.identifier.uri http://hdl.handle.net/10486/666454
dc.description The final publication is available at Springer via http://dx.doi.org/10.1007/s10489-010-0242-3 en_US
dc.description.abstract This paper proposes a novel combination of artificial intelligence planning and other techniques for improving decision-making in the context of multi-step multimedia content adaptation. In particular, it describes a method that allows decision-making (selecting the adaptation to perform) in situations where third-party pluggable multimedia conversion modules are involved and the multimedia adaptation planner does not know their exact adaptation capabilities. In this approach, the multimedia adaptation planner module is only responsible for a part of the required decisions; the pluggable modules make additional decisions based on different criteria. We demonstrate that partial decision-making is not only attainable, but also introduces advantages with respect to a system in which these conversion modules are not capable of providing additional decisions. This means that transferring decisions from the multi-step multimedia adaptation planner to the pluggable conversion modules increases the flexibility of the adaptation. Moreover, by allowing conversion modules to be only partially described, the range of problems that these modules can address increases, while significantly decreasing both the description length of the adaptation capabilities and the planning decision time. Finally, we specify the conditions under which knowing the partial adaptation capabilities of a set of conversion modules will be enough to compute a proper adaptation plan. en_US
dc.format.extent 33 pág. es_ES
dc.format.mimetype application/pdf en
dc.language.iso eng en
dc.publisher Springer Berlin Heidelberg
dc.relation.ispartof Applied Intelligence en_US
dc.rights © Springer-Verlag Berlin Heidelberg 2012
dc.subject.other Bounded non-deterministic multimedia adaptation en_US
dc.subject.other Decision-making en_US
dc.subject.other MPEG-21 en_US
dc.subject.other MPEG-7 en_US
dc.subject.other Planning en_US
dc.title Bounded non-deterministic planning for multimedia adaptation en_US
dc.type article en_US
dc.subject.eciencia Informática es_ES
dc.subject.eciencia Telecomunicaciones es_ES
dc.relation.publisherversion http://dx.doi.org/10.1007/s10489-010-0242-3
dc.identifier.doi 10.1007/s10489-010-0242-3
dc.identifier.publicationfirstpage 29
dc.identifier.publicationissue 1
dc.identifier.publicationlastpage 60
dc.identifier.publicationvolume 36
dc.type.version info:eu-repo/semantics/acceptedVersion en
dc.contributor.group Tratamiento e Interpretación de Vídeo (ING EPS-006) es_ES
dc.rights.accessRights openAccess en
dc.authorUAM López Hernández, Fernando (264012)


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