• DocumentCode
    638083
  • Title

    Recommending software architecture for customized learning management system

  • Author

    Barbosa Rocha, Hemilis Joyse ; de Barros Costa, Evandro ; Henrique da Silva Brito, Patrick ; Cavalcante Tenorio, Maria Cristina

  • Author_Institution
    IC -Inst. of Comput., UFAL - Fed. Univ. of Alagoas, Maceio, Brazil
  • fYear
    2013
  • fDate
    19-22 June 2013
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    In this work we have studied the learning management systems (LMSs) and proposed a reference model, serving to both analysis and synthesis of LMSs. Such model has been implemented and evaluated, being composed of two representations and facilities specially oriented to two important actors in LMS development. These actors are the author and the developer, where a concept map is offered to the first one in order to help authors to select services that will compose the intended LMS. The flexible reference architecture is dedicated to the software developers in order to help them to implement the user´s requirements. In this paper, we propose a knowledge-based recommender system to automatically approximate these two representations through rules that map the needs of the author in design decisions to developers. Hence, the system may recommend a new architecture for customized LMS or even an existing LMS to the author. The proposed system has been evaluated in the task of constructing a specific LMS thus showing positive results.
  • Keywords
    computer aided instruction; learning systems; recommender systems; software architecture; LMS development; customized LMS; customized learning management system; flexible reference architecture; knowledge based recommender system; reference model; software architecture; software developers; Abstracts; Computer architecture; Least squares approximations; Recommender systems; Software; Software architecture; Unified modeling language; LMS and Reference Model; Recommender System;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Systems and Technologies (CISTI), 2013 8th Iberian Conference on
  • Conference_Location
    Lisboa
  • Type

    conf

  • Filename
    6615805