The Study On The Differences Of Online Learning Behavior Sequences Based On Brain-based Learning Style

In the era of Education Informationization 2.0,facing the new paradigm of data-intensive education,based on teaching and learning theory,big data algorithm and model,taking education to be more scientific has become a new voice in the field of education.As one of the characteristics of Education Informationization 2.0,data is the basis of analysis and decision-making,it has great potential for educational reform.Education data mining and learning behavior analysis obtain new knowledge and wisdom from data,empowered teaching and learning model innovation,bringing more accurate evaluation and made decision-making much more scientific,helps improve the quality of teaching.Learning behavior sequence analysis is an important part of learning analysis.In recent years,it has entered the researcher's vision.This study provides a reference for the improvement and optimization of intelligent online learning platform and the guidance of deep learning by analyzing the behavioral sequences of different brain preference style learners and combining different deep learner behavior sequences.The research mainly includes the following contents:(1)Combining the research status of learning behavior analysis and learning behavior sequence analysis at home and abroad,determining the research objectives and significance to provide theoretical and practical basis for subsequent research;(2)Combining the functional characteristics of the learning platform with the relevant learning behavior coding framework in other studies to determine the behavior coding standard of this study,collecting,cleaning and coding effective learning behavior;(3)Classified the learners by HBDI and deep learning questionnaires,and collected the online learning data of students on Moodle platform.Based on this,we use GSEQ software to analyze the online learning behavior sequences of different types of learners,and to explore the learning behavior rules.Behavioral sequence analysis is widely used in finance,e-commerce,medical,games,etc.and has attracted the attention of online education researchers.The correlation between mining learning behaviors will provide data basis for accurate learning path analysis,adaptive navigation design,and deep learning guidance.Research on online learning behavior sequence based on brain-based learning style will provide new ideas for large-scale personalized online learning research.