Design And Implementation Of Push System For Personalized Learning Resources Based On Android

With the rapid development of mobile Internet,the mature of mobile devices and the lower hardware costs,mobile learning gradually move from theory into people's lives.Mobile learning is one of the essential future mode of learning,which can meet the needs of learners to learn anytime,anywhere.Learning resource is an important part of mobile learning which directly impact on the quality of mobile learning.Conventional mobile learning system always copied Web online learning system that the learning resources were divided by chapter or knowledge.Each learner can learn the route in accordance with established access to the same learning resources,making it difficult to get a personalized learner development.At the same time,these systems required learners to use learning system actively and cannot remind learners to learn,thus can not give ful play to the characteristics of mobile learning.Therefore,developing a personalized learning resources and push-enabled systems to be applied and validation in practical learning was very important.This paper mainly included the following three aspects:Firstly,combing the relevant concepts and organize the corresponding theoretical basis,the domestic and foreign research data were collected,collated and analyzed.On this basis,combining the characteristics of mobile learning,summarizes personalized mobile learning factors from four perspectives,namely:the learner factor,teacher factor,environmental factor and learning resources factor.Based on these factors,three kinds of personalized learning resources push policy were designed,namely:smart push,push teachers and learners custom push.Secondly,we conducted a survey on teachers and students of international schools and training institutions,to determine their personalized learning resources push system requirements.Then we designed the architecture,functions,database,and personalized push algorithm of the system.On this basis,combined with server and Android development of related technology,a personalized learning resource push system developed.Finally,we selected217 SAT candidates of international schools and training institutions as the research object.Then the system was applied to the actual teaching.We analyzed the effect of the application in the form of questionnaires and got the push system feedback through interviews with the teachers and students.Results found that the present system was able to push personalized learning resources to learners,thus promoting students' learning.