Memorias de investigación
Artículos en revistas:
Bounded non-deterministic planning for multimedia adaptation
Año:2012
Áreas de investigación
  • Ingenierías,
  • Procesado y análisis de la señal
Datos
Descripción
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.
Internacional
Si
JCR del ISI
Si
Título de la revista
APPLIED INTELLIGENCE
ISSN
0924-669X
Factor de impacto JCR
0,686
Información de impacto
Volumen
36
DOI
10.1007/s10489-010-0242-3
Número de revista
1
Desde la página
29
Hasta la página
60
Mes
ENERO
Ranking
32/74 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE (SCI)
Esta actividad pertenece a memorias de investigación
Participantes
  • Autor: fernando lopez
  • Autor: dietmar jannach
  • Autor: jose m. martinez
  • Autor: christian timmerer
  • Autor: Narciso Garcia Santos UPM
  • Autor: hermann hellwagner
Grupos de investigación, Departamentos, Centros e Institutos de I+D+i relacionados
  • Creador: Grupo de Investigación: Grupo de Tratamiento de Imágenes (GTI)