Effective Learning Curve Model and Activate Media Learning Algorithm for Improving Learning Efficiency

Abstract

In this world, technology developments are speeding. How to learn desired knowledge efficiently has become a complicated problem. In this paper, we introduced some learning phenomenon about people with learning curve and proposed an Effective Learning Curve Model to emulate this phenomenon. Using proposed learning function model, we can understand people’s learning behavior and know every people has different learning functions on distinct courses. Different course learning sequence will cause distinct learning efficiency. In this view, we proposed Max Learning Slope First Algorithm (MLSFA) to give people some suggestions about course learning sequence. This algorithm can help us to understand how much time we have to spend on each course in order to get better learning efficiency under time limitation. Finally, we make some learning example and compare simulation results with other learning algorithm. From simulation result, we can see that our MLSFA algorithm has better learning efficiency than other methods.