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Automatic Extraction of Prerequisites Among Learning Objects Using Wikipedia-Based Content Analysis
- Source :
- Intelligent Tutoring Systems ISBN: 9783319395821, ITS
- Publication Year :
- 2016
- Publisher :
- Springer International Publishing, 2016.
-
Abstract
- Identifying the pre-requisite relationships among learning objects is a crucial step for faculty and instructional designers when they try to adapt them for delivery in their general education distance courses. We propose a general-purpose content-based approach for facilitating this step by means of semantic analysis techniques: the learning objects are associated to WikiPedia pages (topics), and their dependency is obtained using the classification of those topics supported by Wikipedia Miner.
- Subjects :
- Information retrieval
Dependency (UML)
Multimedia
Instructional design
Computer science
Semantic analysis (machine learning)
Computer Science (all)
Knowledge unit
General education
Theoretical Computer Science
02 engineering and technology
computer.software_genre
Content analysis
020204 information systems
0202 electrical engineering, electronic engineering, information engineering
020201 artificial intelligence & image processing
computer
Subjects
Details
- ISBN :
- 978-3-319-39582-1
- ISBNs :
- 9783319395821
- Database :
- OpenAIRE
- Journal :
- Intelligent Tutoring Systems ISBN: 9783319395821, ITS
- Accession number :
- edsair.doi.dedup.....872fd265d86edd944344ceaa91869915
- Full Text :
- https://doi.org/10.1007/978-3-319-39583-8_44