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Learner model's utilization in the e-learning environments

Research output: Chapter in Book/Report/Conference proceeding › Conference paper › Research › peer-review

21 Citations (Scopus)

Abstract

In the field of personalized systems big role is granted to the adaptive e-learning environments. The task of these systems is very important and complicated. With their participation the learner gains exactly the knowledge he needs most, and the system adapts to user needs, expectations and his individual features. In this kind of systems information about learner is saved in the learner model also known as the user model and student model. For the system to be able to perceive and analyze user activities correctly, is necessary to define what kind of information about the learner has to be saved. The article gives an overview about already existing learner models, their utilization methods and also it offers their comparison according to various criteria.

Original languageEnglish
Title of host publicationBaltic DB and IS 2012 - Local Proceedings and Materials of Doctoral Consortium of the 10th International Baltic Conference on Databases and Information Systems
Pages162-174
Number of pages13
Publication statusPublished - 2012
EventMaterials of Doctoral Consortium of the 10th International Baltic Conference on Databases and Information Systems, Baltic DB and IS 2012 - Vilnius, Lithuania
Duration: 8 Jul 2012 → 11 Jul 2012

Publication series

NameCEUR Workshop Proceedings
Volume924
ISSN (Print)1613-0073

Conference

ConferenceMaterials of Doctoral Consortium of the 10th International Baltic Conference on Databases and Information Systems, Baltic DB and IS 2012
Country/TerritoryLithuania
CityVilnius
Period8/07/12 → 11/07/12

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 4 - Quality Education
    SDG 4 Quality Education

OECD Field of Science

  • 1.2 Computer and Information Sciences

Keywords

  • Adaptation
  • E-learning
  • Learner model

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