• DocumentCode
    2364014
  • Title

    The Research of Using Jena in the Semantic-Based Online Learning Intelligent Behavior Analysis System

  • Author

    Shi, Lei ; Fan, Lei ; Meng, Zhenzhen

  • Author_Institution
    Dept. of Educ. Technol., Capital Normal Univ., Beijing, China
  • fYear
    2009
  • fDate
    25-27 Aug. 2009
  • Firstpage
    926
  • Lastpage
    929
  • Abstract
    With the online learning appears diversity and complexity, analyzing the behavior of online learning is significance. In this paper, we introduce Jena, the semantic development and reasoning tool, which can use internal reasoners, import external reasoners and define new rules to complete the key steps of the Semantic analysis. We used Jena to create and to update ontology model, to reason and to query learners´ behavior, also base on the analysis result to evaluate and to guide learners´ learning. The main parts of the article describe functional running diagram of the system and Jena´s role in the system, then introduce some schema of the Jena we used to create the model and to complete the reasoning needed in the system, finally give an example to illustrate the reasoning function of the system.
  • Keywords
    behavioural sciences computing; inference mechanisms; intelligent tutoring systems; ontologies (artificial intelligence); semantic Web; Jena; functional running diagram; ontology model; semantic development; semantic reasoning; semantic-based online learning intelligent behavior analysis system; Data mining; Database languages; Engines; Information analysis; Information retrieval; Intelligent systems; OWL; Ontologies; Resource description framework; XML; Jena; OWL; SPASQL; learner model; reasoner;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    INC, IMS and IDC, 2009. NCM '09. Fifth International Joint Conference on
  • Conference_Location
    Seoul
  • Print_ISBN
    978-1-4244-5209-5
  • Electronic_ISBN
    978-0-7695-3769-6
  • Type

    conf

  • DOI
    10.1109/NCM.2009.175
  • Filename
    5331631