Analysis on the Dynamic Control Strategy of College Students' Thinking Based on the Background of Mobile Multimedia
Year: 2021
Type: article
Abstract: In order to help the school master the ideological state of college students in time and carry out the ideological and political education of college students, this paper proposes a dynamic evaluation model of College Students' ideology based on network media and data mining. By capturing the content of College Students' microblog, combining with emotion analysis, feature word extraction and natural language processing technology, using data mining methods such as clustering, topic detection and association analysis, this paper constructs the relationship between College Students' ideological trends and microblog content. In this paper, crawlers are used to capture the official microblog content and comments, extract and analyze keywords, and grasp the ideological trends in time through word cloud display and K-means clustering analysis, so as to obtain the hot topics they are concerned about for a period of time. It is of great significance to provide targeted methods and strategies for college students' Ideological and political education and help them establish correct values and ideas.
Authors: Shaopeng Wang, Dongguo Zhang
Language: English
Subfield: Education
Field: Social Sciences
Domain: Social Sciences
SDG: Quality education
Open Access status: diamond
OpenAlex ID: W3199112268