Conference Paper

The Application of Big Data Algorithm in the Personalized Management of Students by College Counselors

Volume: 33 July 1, 2025
  • Jing Gui
  • Jirawit Yanchinda
EN

The Application of Big Data Algorithm in the Personalized Management of Students by College Counselors

Abstract

The specific application of the student’s personal knowledge is one of the contents of university Counselors management of students; however, the traditional ant colony algorithm has certain limitations for solving accounting information problems, and its effect is relatively unsatisfactory. Therefore, this paper proposes a specific application in the students personal Counselors management of students the student’s personal knowledge of colleges and universities based on big data algorithm and analyzes the specific application in the students personal Counselors management of students the student’s personal knowledge of colleges and universities. Firstly, Plan the relevant data in the business index to form an index system, which is convenient for later calculation. Big data is applied in various fields and is also suitable for implementation in personal Counselors management of students, and the results were comprehensively analyzed. The simulation results based on MATLAB show that under certain evaluation standards, the specific application scheme of the students personal knowledge based on the big data algorithm shows obvious advantages in terms of the accuracy of the specific application in the service and the processing time of the influencing factors of the specific application in the students personal knowledge, and can achieve more ideal results than the traditional ant colony algorithm.

Keywords

Details

Primary Language

English

Subjects

Computer Software

Journal Section

Conference Paper

Authors

Jing Gui This is me
Thailand

Jirawit Yanchinda This is me
Thailand

Early Pub Date

July 1, 2025

Publication Date

July 1, 2025

Submission Date

February 3, 2025

Acceptance Date

February 24, 2025

Published in Issue

Year 2025 Volume: 33

APA
Gui, J., & Yanchinda, J. (2025). The Application of Big Data Algorithm in the Personalized Management of Students by College Counselors. The Eurasia Proceedings of Science Technology Engineering and Mathematics, 33, 105-113. https://doi.org/10.55549/epstem.1731164
AMA
1.Gui J, Yanchinda J. The Application of Big Data Algorithm in the Personalized Management of Students by College Counselors. EPSTEM. 2025;33:105-113. doi:10.55549/epstem.1731164
Chicago
Gui, Jing, and Jirawit Yanchinda. 2025. “The Application of Big Data Algorithm in the Personalized Management of Students by College Counselors”. The Eurasia Proceedings of Science Technology Engineering and Mathematics 33 (July): 105-13. https://doi.org/10.55549/epstem.1731164.
EndNote
Gui J, Yanchinda J (July 1, 2025) The Application of Big Data Algorithm in the Personalized Management of Students by College Counselors. The Eurasia Proceedings of Science Technology Engineering and Mathematics 33 105–113.
IEEE
[1]J. Gui and J. Yanchinda, “The Application of Big Data Algorithm in the Personalized Management of Students by College Counselors”, EPSTEM, vol. 33, pp. 105–113, July 2025, doi: 10.55549/epstem.1731164.
ISNAD
Gui, Jing - Yanchinda, Jirawit. “The Application of Big Data Algorithm in the Personalized Management of Students by College Counselors”. The Eurasia Proceedings of Science Technology Engineering and Mathematics 33 (July 1, 2025): 105-113. https://doi.org/10.55549/epstem.1731164.
JAMA
1.Gui J, Yanchinda J. The Application of Big Data Algorithm in the Personalized Management of Students by College Counselors. EPSTEM. 2025;33:105–113.
MLA
Gui, Jing, and Jirawit Yanchinda. “The Application of Big Data Algorithm in the Personalized Management of Students by College Counselors”. The Eurasia Proceedings of Science Technology Engineering and Mathematics, vol. 33, July 2025, pp. 105-13, doi:10.55549/epstem.1731164.
Vancouver
1.Jing Gui, Jirawit Yanchinda. The Application of Big Data Algorithm in the Personalized Management of Students by College Counselors. EPSTEM. 2025 Jul. 1;33:105-13. doi:10.55549/epstem.1731164