Abstract
We find that m-learning, learning by cellular phone, is effective in case of continuous learning, however, discontinuation or abandonment in m-learning is also observed frequently. In order to improve the performances of m-learning, we will develop an m-learning model based on an auto-genesis paradigm of learning employing the analyses of log data and questionnaire.