Wikipedia-based Learning Path Generation

Wikipedia-based Learning Path Generation

We describe a method for automatic generation of a learning path for education or self-education. As a knowledge base, our method uses the semantic structure view from Wikipedia, leveraging on its broad variety of covered concepts. We evaluate our results by comparing them with the learning paths suggested by a group of teachers. Our algorithm is a useful tool for instructional design process.

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Bibliographic Details
Main Authors: Pérez Martínez,Claudia, López Morteo,Gabriel, Martínez Reyes,Magally, Gelbukh,Alexander
Format: Digital revista
Language:English
Published: Instituto Politécnico Nacional, Centro de Investigación en Computación 2015
Online Access:http://www.scielo.org.mx/scielo.php?script=sci_arttext&pid=S1405-55462015000300014
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spelling oai:scielo:S1405-554620150003000142016-01-18Wikipedia-based Learning Path GenerationPérez Martínez,ClaudiaLópez Morteo,GabrielMartínez Reyes,MagallyGelbukh,Alexander Learning path educational resources Wikipedia adaptive intelligent web-based educational systems Spanish language We describe a method for automatic generation of a learning path for education or self-education. As a knowledge base, our method uses the semantic structure view from Wikipedia, leveraging on its broad variety of covered concepts. We evaluate our results by comparing them with the learning paths suggested by a group of teachers. Our algorithm is a useful tool for instructional design process.info:eu-repo/semantics/openAccessInstituto Politécnico Nacional, Centro de Investigación en ComputaciónComputación y Sistemas v.19 n.3 20152015-09-01info:eu-repo/semantics/articletext/htmlhttp://www.scielo.org.mx/scielo.php?script=sci_arttext&pid=S1405-55462015000300014en
institution SCIELO
collection OJS
country México
countrycode MX
component Revista
access En linea
databasecode rev-scielo-mx
tag revista
region America del Norte
libraryname SciELO
language English
format Digital
author Pérez Martínez,Claudia
López Morteo,Gabriel
Martínez Reyes,Magally
Gelbukh,Alexander
spellingShingle Pérez Martínez,Claudia
López Morteo,Gabriel
Martínez Reyes,Magally
Gelbukh,Alexander
Wikipedia-based Learning Path Generation
author_facet Pérez Martínez,Claudia
López Morteo,Gabriel
Martínez Reyes,Magally
Gelbukh,Alexander
author_sort Pérez Martínez,Claudia
title Wikipedia-based Learning Path Generation
title_short Wikipedia-based Learning Path Generation
title_full Wikipedia-based Learning Path Generation
title_fullStr Wikipedia-based Learning Path Generation
title_full_unstemmed Wikipedia-based Learning Path Generation
title_sort wikipedia-based learning path generation
description We describe a method for automatic generation of a learning path for education or self-education. As a knowledge base, our method uses the semantic structure view from Wikipedia, leveraging on its broad variety of covered concepts. We evaluate our results by comparing them with the learning paths suggested by a group of teachers. Our algorithm is a useful tool for instructional design process.
publisher Instituto Politécnico Nacional, Centro de Investigación en Computación
publishDate 2015
url http://www.scielo.org.mx/scielo.php?script=sci_arttext&pid=S1405-55462015000300014
work_keys_str_mv AT perezmartinezclaudia wikipediabasedlearningpathgeneration
AT lopezmorteogabriel wikipediabasedlearningpathgeneration
AT martinezreyesmagally wikipediabasedlearningpathgeneration
AT gelbukhalexander wikipediabasedlearningpathgeneration
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