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Automatic Extraction of Prerequisites Among Learning Objects Using Wikipedia-Based Content Analysis

Authors :
Carlo De Medio
Fabio Gasparetti
Carla Limongelli
Filippoź Sciarrone
Marco Temperini
Alessandro Micarelli, John Stamper, Kitty Panourgia
DE MEDIO, Carlo
Gasparetti, Fabio
Limongelli, Carla
Sciarrone, Filippo
Temperini, Marco
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.

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