Method for recommending a customized curriculum and software education system by using the method

摘要

The present invention relates to a user-customized SW educational system. A server of the user-customized SW educational system includes a curriculum recommendation unit including a curriculum list pre-stored in a database and detecting and recommending a curriculum most suitable for a user by using machine learning on the basis of user collection information collected for a user and the curriculum list. The curriculum recommendation unit includes: an attribute data extraction module for extracting text and word attribute data from collected information on a user provided by a user information collection unit; a user interest tendency analysis module for extracting a tendency set distribution and a keyword distribution for the user using the text and word attribute data; a user curriculum matching module for detecting a correlation distribution of three factors of a user tendency set, a keyword, and a curriculum for the user; a curriculum recommendation module for extracting user characteristics and curriculum cluster data by performing learning on the basis of reliability data and the curriculum list; and a post-processing module for selecting and recommending a curriculum the most suitable for the user by performing learning by using the user characteristics and the curriculum cluster data. Therefore, a curriculum for a software education, which is the most suitable for a user, is recommended to be provided.