Personalized e-learning architecture in standard-based education

Kusuma Ayu Laksitowening, Zainal Arifin Hasibuan

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

10 Citations (Scopus)

Abstract

Naturally every individual is unique. Thus, learning process in every learner is also different. On the other hand, education requires every learner to achieve a certain standard of competency. Standards are made to ensure all learners meet the defined learning outcome. In order to help learner achieve the targeted competency based on their own pace and way of learning, we propose personalized e-learning architecture that complies with standard. This study explores various theories and best practices of e-learning and confronted with various ways of learning due to cultural diversity in Indonesia. The analysis reveals components that commonly play important part in personalization: integrated learning structure, learner model, personalized learning scenario, personalized content selection, and portfolio-based assessment. These five components are interrelated to compose personalized e-learning system. The proposed architecture facilitates various ways of learning as well as aligns with expected learning outcome. A prototype system of the proposed architecture will be built in future to show the contribution.

Original languageEnglish
Title of host publicationProceedings - 2015 International Conference on Science in Information Technology
Subtitle of host publicationBig Data Spectrum for Future Information Economy, ICSITech 2015
EditorsYana Hendriana, Andri Pranolo, Adhi Prahara, Dewi Pramudi Ismi
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages110-114
Number of pages5
ISBN (Electronic)9781479983865
DOIs
Publication statusPublished - 16 Feb 2016
EventInternational Conference on Science in Information Technology, ICSITech 2015 - Yogyakarta, Indonesia
Duration: 27 Oct 201528 Oct 2015

Publication series

NameProceedings - 2015 International Conference on Science in Information Technology: Big Data Spectrum for Future Information Economy, ICSITech 2015

Conference

ConferenceInternational Conference on Science in Information Technology, ICSITech 2015
Country/TerritoryIndonesia
CityYogyakarta
Period27/10/1528/10/15

Keywords

  • architecture
  • personalized e-learning
  • standard-based education

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