A method and a system for providing user-customized learning course based on machine learning

摘要

The present invention refers to a learning object in which a unit of learning is referred to as a learning object, an index indicating the degree to which a particular learning object is learned by a specific learner is called a learning degree, and an index indicating a degree of similarity between learning objects is a similarity. A method of providing a learner-customized learning process in a learning system including a processing means, a storage means, a wired / wireless communication network, and a user terminal, the control and processing means providing an initial level test to an initial learner, Stage 1; A second step of the control and processing means firstly generating a learner-customized learning process for the first learner; A third step wherein the control and processing means provide a learner-customized learning process to the learner; Determining whether the control and processing means has received the learner learning history data, proceeding to the next step if not, and proceeding to the sixth step if it is received; The control and processing means proceeds to the next step if the learning degree update cycle has arrived, and if not, to the next step in the sixth step; A sixth step of the control and processing means updating the degree of learning using machine learning algorithms; Determining whether the similarity update interval between learning objects has arrived, and proceeding to the next step if the control and processing means has arrived, and if not, proceeding to the fourth step; An eighth step of the control and processing means updating the similarity between learning objects using a machine learning algorithm; The control and processing means updates the learner-customized learning process using a machine learning algorithm based on the degree of similarity between the learning objects, and proceeds to the third step, and a ninth step of providing a learner-customized learning course providing method do. The present invention provides a learner-customized learning course providing method and a learner customized learning system having a structure in which learning data suitable for a learner is automatically provided using a machine learning algorithm, so that learning data can be pre- It is not necessary to prepare them separately according to the standard, thereby reducing the cost and time for customized learning implementation.