The invention provides an
online course recommendation method,
system and device, and a storage medium, and the method comprises the steps: requesting an account
management system to obtain the
identity correlation information of a user, requesting the course
management system to obtain the historical course data of the user, and combining the historical course data with the historical course datato obtain the
feature vector of the user; inputting the
feature vector of the user into a trained new class acceptability prediction model to obtain the predicted new class acceptability value of theuser; if the new course acceptability value of the user is greater than a first threshold, determining the interested course category of the user according to the historical browsing data of the user; selecting recommended courses of the user in a course
database according to the interested category of the user; and in response to a course recommendation request sent by the user terminal, pushingthe selected recommended course to the user terminal. By adopting the scheme of the invention, personalized course recommendation for different users is realized, and the course recommendation and selection efficiency is improved.