A design framework for adaptive e-learning environment

Xuanxi Li, Xiaoxue Wang, Xiaoqing Gu

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

Abstract

This study proposes an adaptive e-learning environment design framework with a focus on learner personas. Following the TPACK model, this study puts forward a framework of Persona-based Technological Pedagogical Content Design (PTPCD). The framework of PTPCD guides designers of adaptive e-learning environment through suggested and recommended Technological Pedagogical Content to the target learners with matching persona intelligently or semiintelligently. Designers are suggested to select the indicators consciously based on the pedagogy, technology, and specific content. Using data mining techniques to label personalized classification, which leads to learner personas. The PTPCD has theoretical and practical implications for designers and researchers of adaptive e-learning environment. Future studies are suggested to demonstrate and complement the framework in practice.

Original languageEnglish
Title of host publicationFourth International Workshop on Pattern Recognition
EditorsXudong Jiang, Zhenxiang Chen, Guojian Chen
PublisherSPIE
ISBN (Electronic)9781510631137
DOIs
StatePublished - 2019
Event4th International Workshop on Pattern Recognition, IWPR 2019 - Nanjing, China
Duration: 28 Jun 201930 Jun 2019

Publication series

NameProceedings of SPIE - The International Society for Optical Engineering
Volume11198
ISSN (Print)0277-786X
ISSN (Electronic)1996-756X

Conference

Conference4th International Workshop on Pattern Recognition, IWPR 2019
Country/TerritoryChina
CityNanjing
Period28/06/1930/06/19

Keywords

  • Adaptive e-learning environment
  • Design Framework
  • Learner Persona
  • TPACK

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