The Application of Big Data Algorithm in the Personalized Management of Students by College Counselors
Year: 2025
Type: article
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.
Authors: Jing GUI, Jirawit YANCHINDA
Institution: Chiang Mai University
Language: English
Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
SDG: Quality education
Open Access status: hybrid
OpenAlex ID: W4413290013