Adaptive User Interface for Moodle based E-learning System using Learning Styles

Sucheta V. Kolekar, Radhika M. Pai, M. M. Manohara Pai

Research output: Contribution to journalConference article

1 Citation (Scopus)

Abstract

Education is the process of facilitating learning, or the acquisition of skills, knowledge, values, beliefs, and habits. With the development of technology, educators and learners are moving towards E-Learning applications. These E-Learning applications are open source applications that have their own advantages and disadvantages. By modifying these applications as per their needs, educational institutions can adopt them such that the students are guided constantly even outside their classrooms. The paper presents the approach to identify the learning styles for adaptation as pe Felder-Silverman Learning Style Model (FSLSM). An e-learning application developed using Moodle framework with the functionality to capture the usage data of learners. The usage data is used to cluster the learners as per learning categories of FSLSM. The customization is provided on the portal by generating the adaptive user interface for each learner based on learning style of FSLSM. The adaptation of system is validated using statistical analysis and the impact of adaptation on the learning has been identified.

Original languageEnglish
Pages (from-to)606-615
Number of pages10
JournalProcedia Computer Science
Volume135
DOIs
Publication statusPublished - 01-01-2018
Event3rd International Conference on Computer Science and Computational Intelligence, ICCSCI 2018 - Tangerang, Indonesia
Duration: 07-09-201808-09-2018

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E-learning
User interfaces
Learning systems
Statistical methods
Education
Students

All Science Journal Classification (ASJC) codes

  • Computer Science(all)

Cite this

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abstract = "Education is the process of facilitating learning, or the acquisition of skills, knowledge, values, beliefs, and habits. With the development of technology, educators and learners are moving towards E-Learning applications. These E-Learning applications are open source applications that have their own advantages and disadvantages. By modifying these applications as per their needs, educational institutions can adopt them such that the students are guided constantly even outside their classrooms. The paper presents the approach to identify the learning styles for adaptation as pe Felder-Silverman Learning Style Model (FSLSM). An e-learning application developed using Moodle framework with the functionality to capture the usage data of learners. The usage data is used to cluster the learners as per learning categories of FSLSM. The customization is provided on the portal by generating the adaptive user interface for each learner based on learning style of FSLSM. The adaptation of system is validated using statistical analysis and the impact of adaptation on the learning has been identified.",
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Adaptive User Interface for Moodle based E-learning System using Learning Styles. / Kolekar, Sucheta V.; Pai, Radhika M.; Manohara Pai, M. M.

In: Procedia Computer Science, Vol. 135, 01.01.2018, p. 606-615.

Research output: Contribution to journalConference article

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AU - Pai, Radhika M.

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