Title :
A Repository with Semantic Organization for Educational Content
Author :
Figueira, Álvaro Pedro de Barros Borges Reis
Author_Institution :
Dep. Cienc. de Comput., U.PORTO, Porto
Abstract :
Learning objects are not a new concept, being currently produced either according to existent specifications, or in an ad hoc way. However, a system that can easily classify them for automatic storage is still missing. In this article we propose a repository of learning objects which is capable of automatic classification and categorization based on a semantic organization. The classification is based on a text extraction mechanism which then uses text mining methods. We present a methodology for the initial clustering of objects, and a technique for maintaining the organization with continuous arrival of new objects.
Keywords :
computer aided instruction; data mining; automatic categorization; automatic classification; automatic storage; educational content; repository; semantic organization; text extraction mechanism; text mining methods; Automobiles; Costs; Educational technology; Electronic learning; Humans; Organizing; Silver; Storage automation; Stress; Text mining; Repository; learning objects; semantic organization;
Conference_Titel :
Advanced Learning Technologies, 2008. ICALT '08. Eighth IEEE International Conference on
Conference_Location :
Santander, Cantabria
Print_ISBN :
978-0-7695-3167-0
DOI :
10.1109/ICALT.2008.60