A Nonlinear Dynamic Model for Individual Learning with Plateau Phenomenon

Xia Wu, Yumei Zhang, Xiaojun Wu, Weitong Sun

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

Abstract

Individual learning is the basis for organizational learning and group learning. This paper introduces inhibiting factors and promoting factors into the logistic models to study the plateau phenomenon and related problems of individual learning. We established a nonlinear dynamic model for the plateau phenomenon and analyze the stability and bifurcation of the equilibrium point of the model. The influence of each parameter on individual learning has also been studied. The results are as follows: Firstly, initial knowledge, ratio of inhibiting factors and promoting factors, and teaching difficulties jointly affect individual learning and determine whether the plateau phenomenon occurs or snot. Secondly, It mainly depends on the ratio of inhibiting factors and promoting factors whether students could break through the plateau as the plateau phenomenon occurs. Finally, the result suggests teachers should pay more attention to students' learning states and consider the teaching difficulties to design appropriate teaching difficulties when they prepare for the instructional design.

Original languageEnglish
Title of host publicationProceedings of the 2020 11th International Conference on E-Education, E-Business, E-Management, and E-Learning, IC4E 2020
PublisherAssociation for Computing Machinery
Pages109-115
Number of pages7
ISBN (Electronic)9781450372947
DOIs
Publication statusPublished - 1 Oct 2020
Externally publishedYes
Event11th International Conference on E-Education, E-Business, E-Management, and E-Learning, IC4E 2020 - Osaka, Japan
Duration: 10 Jan 202012 Jan 2020

Publication series

NameACM International Conference Proceeding Series

Conference

Conference11th International Conference on E-Education, E-Business, E-Management, and E-Learning, IC4E 2020
Country/TerritoryJapan
CityOsaka
Period10/01/2012/01/20

Keywords

  • Education
  • Individual learning
  • Modeling
  • Nonlinear dynamical systems
  • Plateau phenomenon

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