Automating semantic annotation to enable learning content adaptation

Jelena Jovanović, Dragan Gašević, Vladan Devedžić

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

4 Citations (Scopus)

Abstract

This paper presents an approach to automatic annotation of learning objects' (LOs) content units that can be later assembled into new LOs personalized to the users' knowledge, preferences, and learning styles. Relying on a LO content structure ontology and some simple content-mining algorithms and heuristics, we manage to rather successfully determine the values of metadata elements aimed at annotating content units. Specifically, in this paper we present the specificities of generating metadata that describe the subject (based on a domain ontology) and the pedagogical role (based on an ontology of pedagogical roles) of a content unit. To test our approach we developed TANGRAM, an adaptive web-based educational environment for the domain of Intelligent Information system that enables on-the-fly assembly of personalized learning content out of existing content units.

Original languageEnglish
Title of host publicationAdaptive Hypermedia and Adaptive Web-Based Systems - 4th International Conference, AH 2006
PublisherSpringer
Pages151-160
Number of pages10
ISBN (Print)3540346961, 9783540346968
Publication statusPublished - 2006
Externally publishedYes
Event4th International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems, AH 2006 - Dublin, Ireland
Duration: 21 Jun 200623 Jun 2006

Publication series

NameLecture Notes in Computer Science
PublisherSpringer
Volume4018
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference4th International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems, AH 2006
CountryIreland
CityDublin
Period21/06/0623/06/06

Cite this

Jovanović, J., Gašević, D., & Devedžić, V. (2006). Automating semantic annotation to enable learning content adaptation. In Adaptive Hypermedia and Adaptive Web-Based Systems - 4th International Conference, AH 2006 (pp. 151-160). (Lecture Notes in Computer Science ; Vol. 4018 ). Springer.