Online learning has not been fully implemented by college Japanese teach-ers, due to the lack of supports from intelligent technology and the poor de-cision-making of college management. This paper attempts to develop a teaching model that effectively integrates online learning to enhance the learning ability of Japanese among college students. To begin with, the au-thors summarized the status quo, impacts, and problems of online learning among Japanese learners in colleges. Through expert survey and literature review, an index system was established to measure the online learning abil-ity of Japanese among college students. The weight of each index was de-termined by analytic hierarchy process (AHP). Based on index system, a grey relational analysis (GRA) model was set up to evaluate the online learn-ing ability of Japanese among college students. The research results provide a good reference for the online learning of other language majors.

The autonomous learning of Japanese majors is affected by various factors and the learning effect is generally undesirable. To solve the problem, this paper aims to develop a model for the influencing factors of the autonomous learning of Japanese majors. Firstly, the authors explored the problems and influencing factors of autonomous learning of Japanese majors. On this basis, several suggestions were put forward to solve these problems. Next, gray system theory (GST) and analytical hierarchy process (AHP) were adopted to establish the indicator system and the assessment model for the autonomous learning effect of Japanese majors. The proposed model can effectively assess the effect of autonomous learning among Japanese majors, providing a good reference for the learning of minor language among college students.

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