Analysis Of Online Learning Test From The Perspective Of Learning Analytics

Science and technology are progressing,and times are developing,and education is changing.Technology has become the "wings" of education,and network teaching has become the product of the application of information technology in education.Online learning test is one of the main ways to test learners' learning effect in network teaching.Analysis of online learning test can not only help learners to understand their learning situation comprehensively,clearly and objectively,but also help teachers to understand their teaching effect in a comprehensive and in-depth way,and provides scientific guidance to individualized teaching.Network learning platform,personalized adaptive learning system and so on have preserved a large amount of data about the complex learning behavior of learners.In this era background,learning analysis came into being.This study is based on "modern educational technology" network course learning platform of the XX University and online education platform of XX College,and uses the method of literature research,statistical analysis method,learning response information analysis method,case study method,and is conducted from the perspective of learning analysis.The specific contents are as follows:1.Introduction.This paper introduces the background of this study,and reviews the research status at home and abroad,and describes the significance of the research,research content and related research methods.2.Concepts and theories.This study defines the concept of learning analysis,data visualization,and online learning test,theory of education evaluation theory,and reviews the educational evaluation theory,educational measurement theory and data mining theory,which providesresearch basis and ideas for the analysis of online learning test.3.Summary of online learning test.According to the characteristics of most network learning platforms,this study described the purpose of online learning test,hardware environment,system and related information classification in detail.4.Elements and model design of online learning test analysis.First of all,this paper gives a detailed description of the purpose,principles,methods and techniques,stakeholders,dimensions and so on.Then,the study designed the analysis model of online learning test comprehensively,including data collection,analysis and feedback module design of online learning test.Finally,the study designed and described the model of online learning test analysis system.5.The application of online learning test analysis.Based on "modern educational technology application" network course learning platform of XX University and online education platform of XX College,the study carried out a certain application research,including routine results query analysis,answer option distribution analysis,learner-test questions analysis,learner response time curve analysis,and other related analyzes,and so on of online learning tests.6.Summary and prospect.This part mainly summarizes the whole research,including the innovations and shortcomings of the whole research,and the future research is forecasted.