How does college students' online learning behavior impact their academic performance

With the widespread use of online learning platforms, learning outside of class plays an increasingly important role in student learning. The impact of learners' learning behavior on their academic performance in online learning platform becomes an increasingly important but neglected research perspective. Thus, this article will focus on: Study the relevance of learning behavior indexes in the online learning platform and course scores. The experimental data in this article comes from the database of Beihang online judge platform (www.buaacoding.cn), and the Programming course scores of the students who are studying in Information College of Beihang university (There are more than 500 students one year in this college). We use Difference analysis, correlation analysis, and contrastive analysis to analyze the experimental data. The experimental results show that the learning behavior outside the classroom, such as the online learning platform, has an impact on the students' course scores.