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
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