Open AccessResearch on Educational Information Management System Based on Computer Big Data
Author(s) -
Xiaoyan Zhao
Publication year - 2021
Publication title -
journal of physics. conference series
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.21
H-Index - 85
eISSN - 1742-6596
pISSN - 1742-6588
DOI - 10.1088/1742-6596/1865/4/042044
Subject(s) - computer science , process (computing) , aptitude , big data , learning management , educational technology , adaptive learning , multimedia , artificial intelligence , mathematics education , psychology , data mining , developmental psychology , operating system
Aiming at the problem of computer network courses with more teaching content and rapid knowledge update, the paper builds a computer network adaptive learning system by collecting learning behaviour data in the education process and using the learning analysis technology of big data. The six modules of prediction and intervention can push learning content in a targeted manner, give feedback on learners’ learning effects in time, and recommend next learning strategies, so as to achieve the effect of teaching students in accordance with their aptitude and cultivating students’ independent learning ability.