Artificial neural networks & big data in contemporary social pedagogy

Abstract

The use of artificial neural networks and big data analytics in social pedagogy provides a comprehensive assessment of student behavior, prediction of social risks and the effectiveness of educational activities. ANNs allow you to automate the processing of large information arrays, increase the accuracy of assessing the effectiveness of social and pedagogical activities and form individual student support programs. The integration of neural networks and big data into social pedagogy increases the flexibility, adaptability and scalability of educational and social systems, contributes to improving the effectiveness of social and pedagogical work and creating intelligent support systems for students and teachers.