Personalized Recommendation Method of Innovation and Entrepreneurship Education Resources Based on Social Network Platform

Abstract

Innovation and entrepreneurship education is an education aimed at training creative thinking and entrepreneurial ability. Due to the increasing types of educational resources, the accuracy of recommendation of educational resources is low, which can not meet the personalized learning needs of learners. Therefore, a personalized recommendation method of innovation and entrepreneurship education resources based on social network platform is proposed. Analyze the relationship between learners and innovation and entrepreneurship education resources, and use information such as resource evaluation, download, and viewing time to continuously update the learner’s interest model. Based on the social network platform, the characteristics of users’ knowledge needs are extracted, and the knowledge achievements are displayed through the knowledge relationship network. For learners with similar resource preferences and interactive discussion forums, use social relationships to build educational resource learning groups. Find out user groups with similar interests to the target user or project sets with similar characteristics to the target project, and recommend the top 10 innovation and entrepreneurship education resources that are similar to the learner’s interest vector model to the learner. The test results show that the personalized recommendation method of innovation and entrepreneurship education resources based on social network platform has high accuracy and can be applied to the personalized recommendation system of innovation and entrepreneurship education resources to meet the personalized learning needs of learners.