POMDP planning for the creation of service packages

The generation of complex systems where the user requires decisions based on several criteria involves building a relationship of global preference for a set of alternatives evaluated. Between these systems there are the Tourist Systems, that was impulse by internet like a facilitator in the access...

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Autores principales: Ferrarini Oliver, Cintia, Aciar, Silvana, Forradellas Martinez, Raymundo Quilez
Formato: Objeto de conferencia
Lenguaje:Inglés
Publicado: 2014
Materias:
Ciencias Informáticas
Modules, packages
Acceso en línea:http://sedici.unlp.edu.ar/handle/10915/41853
http://43jaiio.sadio.org.ar/proceedings/IJCAI/29-30.pdf
Aporte de:
SEDICI (UNLP) de Universidad Nacional de La Plata
id I19-R120-10915-41853
record_format dspace
institution Universidad Nacional de La Plata
institution_str I-19
repository_str R-120
collection SEDICI (UNLP)
language Inglés
topic Ciencias Informáticas
Modules, packages
spellingShingle Ciencias Informáticas
Modules, packages
Ferrarini Oliver, Cintia
Aciar, Silvana
Forradellas Martinez, Raymundo Quilez
POMDP planning for the creation of service packages
topic_facet Ciencias Informáticas
Modules, packages
description The generation of complex systems where the user requires decisions based on several criteria involves building a relationship of global preference for a set of alternatives evaluated. Between these systems there are the Tourist Systems, that was impulse by internet like a facilitator in the access of different sources of information for travel planning. Currently, tourists should not only visit multiple independent Web sites (airlines, hotels, etc.) and await a considerable time receiving confirmation responses. All these actions required generating a stochastic system that can meet the services and generate plans. Are being studied POMDP algorithms, in order to obtain a method for packages tailored to user requirements. Under the hypothetical-deductive methodology, this includes the study of service pakage´s composition, application, comparison and validation by a computer prototype with real users for a Web Recommender System. This thesis is framed within a PICT project called "E-OASIS Integrated Travel Services to facilitate easy access to Local Cultural Heritage" whose technical objective is to develop a Customized Recommender System for Tourist Services in the Province of San Juan. The automatic planning in real world problems has become a subject of interest to the scientific community because it allows computationally establish courses of action in cases where a human cannot addressed adequately for the complexity. The motivation for this work focuses on two aspects of the automatic planning, the scientific contributions and its practice application. <i>(Párrafo extraído del texto a modo de resumen)</i>
format Objeto de conferencia
Objeto de conferencia
author Ferrarini Oliver, Cintia
Aciar, Silvana
Forradellas Martinez, Raymundo Quilez
author_facet Ferrarini Oliver, Cintia
Aciar, Silvana
Forradellas Martinez, Raymundo Quilez
author_sort Ferrarini Oliver, Cintia
title POMDP planning for the creation of service packages
title_short POMDP planning for the creation of service packages
title_full POMDP planning for the creation of service packages
title_fullStr POMDP planning for the creation of service packages
title_full_unstemmed POMDP planning for the creation of service packages
title_sort pomdp planning for the creation of service packages
publishDate 2014
url http://sedici.unlp.edu.ar/handle/10915/41853
http://43jaiio.sadio.org.ar/proceedings/IJCAI/29-30.pdf
work_keys_str_mv AT ferrariniolivercintia pomdpplanningforthecreationofservicepackages
AT aciarsilvana pomdpplanningforthecreationofservicepackages
AT forradellasmartinezraymundoquilez pomdpplanningforthecreationofservicepackages
bdutipo_str Repositorios
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