Research Talent Evaluation Tool Based on User Portrait

The quality of scientific research talents directly affects the education, teaching and construction development of colleges and universities. At present, the universal talent evaluation system mainly targets the wide range of employment markets and is difficult to accurately match the scientific research talent evaluation standards. With the widespread application of computer technology and information technology in the field of educational technology, the evaluation of scientific research talents has also ushered in new changes. This article sets evaluation indicators for scientific research talents, uses computer technology to classify and process relevant data to draw talent portraits, combines multiple linear regression algorithms to calculate talent matching, establishes a scientific research talent evaluation model and verifies its rationality and effectiveness. This tool will help colleges and universities to carry out talent introduction, training and development. It can also be applied to the competency assessment module of higher education to help evaluate the comprehensive scientific research capabilities and contributions of teachers and students, thereby promoting the sustainable development of higher education.