Combining planning and learning for context aware service composition

TitreCombining planning and learning for context aware service composition
Publication TypeJournal Article
Year of Publication2021
AuthorsFissaa, T, M. Hamlaoui, E, Guermah, H, Hafiddi, H, Nassar, M
JournalInternational Journal of Data Analysis Techniques and Strategies
Volume13
Pagination151-169
Abstract

Computing vision introduced by Mark Weiser in the early '90s has defined the basis of what is called now ubiquitous computing. This new discipline results from the convergence of powerful, small and affordable computing devices with networking technologies that connect them all together. Thus, ubiquitous computing has brought a new generation of service-oriented architectures (SOA) based on context-aware services. These architectures provide users with personalised and adapted behaviours by composing multiple services according to their contexts. In this context, the objective of this paper is to propose an approach for context-aware semantic-based services composition. Our contributions are built around following axes: 1) a semantic-based context modelling and context-aware semantic composite service specification; 2) an architecture for context-aware semantic-based services composition using artificial intelligence planning; 3) an intelligent mechanism based on reinforcement learning for context-aware selection in order to deal with dynamicity and uncertain character of modern ubiquitous environment. Copyright © 2021 Inderscience Enterprises Ltd.

URLhttps://www.scopus.com/inward/record.uri?eid=2-s2.0-85105363779&doi=10.1504%2fIJDATS.2021.114673&partnerID=40&md5=a71041d2e85a5cf3407180fb5cff29b2
DOI10.1504/IJDATS.2021.114673
Revues: 

Partenaires

Localisation

Suivez-nous sur

         

    

Contactez-nous

ENSIAS

Avenue Mohammed Ben Abdallah Regragui, Madinat Al Irfane, BP 713, Agdal Rabat, Maroc

  Télécopie : (+212) 5 37 68 60 78

  Secrétariat de direction : 06 61 48 10 97

        Secrétariat général : 06 61 34 09 27

        Service des affaires financières : 06 61 44 76 79

        Service des affaires estudiantines : 06 62 77 10 17 / n.mhirich@um5s.net.ma

        Résidences : 06 61 82 89 77

Contacts

    

    Compteur de visiteurs:540,036
    Education - This is a contributing Drupal Theme
    Design by WeebPal.