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Personalized information service is necessary for learners groping in the ocean of mobile learning information. Currently customization system and recommendation system can not independently and perfectly achieve real intelligent and personalized push to meet the requirements of personalized information services. Firstly, based on the summary of the mobile learning information service mode, its development trend is analyzed, and it concludes that it needs combine customization and recommendation for mobile learning information service to get real personalized learning services. Then, 3 layers framework: the data layer, the business logic layer, and the application layer for the customization and recommendation based personalized information services system is described. Finally, the process of system and key technology of achievement are discussed.

Research on customization and recommendation based personalized information services system for mobile learning