Research Article
Personal Portrait Modeling of Intelligent Campus Students in Higher Vocational Colleges Based on Data Mining Algorithm
@INPROCEEDINGS{10.4108/eai.24-2-2023.2330633, author={Jiameng Zhang}, title={Personal Portrait Modeling of Intelligent Campus Students in Higher Vocational Colleges Based on Data Mining Algorithm}, proceedings={Proceedings of the 2nd International Conference on Engineering Management and Information Science, EMIS 2023, February 24-26, 2023, Chengdu, China}, publisher={EAI}, proceedings_a={EMIS}, year={2023}, month={6}, keywords={data mining algorithm smart campus higher vocational students personal portrait}, doi={10.4108/eai.24-2-2023.2330633} }- Jiameng Zhang
Year: 2023
Personal Portrait Modeling of Intelligent Campus Students in Higher Vocational Colleges Based on Data Mining Algorithm
EMIS
EAI
DOI: 10.4108/eai.24-2-2023.2330633
Abstract
With the continuous development of information processing technology in modern society, the construction of intelligent campus has become an inevitable trend. As a new teaching mode, intelligent education is attracting more and more scholars and researchers' attention. The purpose of this paper is to study the modeling of personal portrait of students in intelligent campus of higher vocational colleges based on data mining algorithm. First of all, this paper introduces the characteristics of students' personal portraits, and expounds the factors that affect students' personal portraits. Then, the association rule algorithm is studied, and based on this algorithm, the personal portrait model of students in the intelligent campus of higher vocational colleges is designed. Finally, the function of the model is verified by simulation experiments. The test results show that the intelligent campus portrait model based on data mining algorithm has the characteristics of short data processing time, low delay time, high safety factor, and is compatible with the platform, indicating that the model functions well.
