Abstract
The purpose of this article is to perform in-depth research and analysis on the artificial intelligence coordination and optimization mechanism of college counseling student management using big data technology. This study places the collaborative ideological and political work of colleges and universities in the context of big data, and by analyzing its basic connotation and changes in the real situation, it explores the development progression of colleges and universities making full use of big data resources to cultivate a collaborative education model, which is conducive to promoting colleges and universities to cultivate a whole staff, whole process, and all-round accurate ideological education and value-led services and to shape excellent young college students with comprehensive growth. The first is to scientifically build a multilevel linked big data management platform for counselor professionalization construction, plan the technical architecture of the organizational platform, build a cloud database of counselor career files, and extract valuable information and data from the organizational activities at the macrolevel and personal activities at the microlevel with counselor professionalization construction activities; the second is to realize the integrated application of information resources for counselor team construction. The second is to realize the integrated application of counselor team construction information resources, visualise and accurately analyze and evaluate the counselor group's focus on career development and individual counselors' feedback on career capacity construction, and improve the overall construction, personalized education management level, and self-improvement development ability. Fourth, in the professionalization of counselors, attention should be paid to the scientific selection and prevention of risks of big data application, ensuring the authenticity and reliability of data and leakage prevention and control, etc.
Highlights
The data management of the counselor team has become an essential component of the process of professionalizing counselors
The construction of big data platforms in higher education is under development, and as an important part of ideological and political work in colleges and universities, the professionalization of college counselors is an important topic of ideological and political education that needs to be studied
Counselors are an important pillar for the growth of young college students in the new era of education, and the Computational and Mathematical Methods in Medicine scientific planning and construction of counselors’ professional ability should be an issue that needs to be paid attention to in the ideological and political work of colleges and universities and their team construction at present [2]
Summary
The data management of the counselor team has become an essential component of the process of professionalizing counselors. Counselors are an important pillar for the growth of young college students in the new era of education, and the Computational and Mathematical Methods in Medicine scientific planning and construction of counselors’ professional ability should be an issue that needs to be paid attention to in the ideological and political work of colleges and universities and their team construction at present [2]. The quality of college and university teaching is directly related to the quality of college instructors’ teaching abilities, and high levels of teaching ability among college teachers will encourage a continuous rise in the quality of college teaching It is critical and essential for college instructors’ teaching abilities to improve, especially in the educational context of fast growth of intelligent teaching [4]
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