TY - GEN
T1 - A Nonlinear Dynamic Model for Individual Learning with Plateau Phenomenon
AU - Wu, Xia
AU - Zhang, Yumei
AU - Wu, Xiaojun
AU - Sun, Weitong
N1 - Publisher Copyright:
© 2020 ACM.
PY - 2020/10/1
Y1 - 2020/10/1
N2 - 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.
AB - 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.
KW - Education
KW - Individual learning
KW - Modeling
KW - Nonlinear dynamical systems
KW - Plateau phenomenon
UR - http://www.scopus.com/inward/record.url?scp=85096135044&partnerID=8YFLogxK
U2 - 10.1145/3377571.3377575
DO - 10.1145/3377571.3377575
M3 - Conference contribution
AN - SCOPUS:85096135044
T3 - ACM International Conference Proceeding Series
SP - 109
EP - 115
BT - Proceedings of the 2020 11th International Conference on E-Education, E-Business, E-Management, and E-Learning, IC4E 2020
PB - Association for Computing Machinery
T2 - 11th International Conference on E-Education, E-Business, E-Management, and E-Learning, IC4E 2020
Y2 - 10 January 2020 through 12 January 2020
ER -