Convolutional neural network and AI technology for colleges and universities students’ achievement performance prediction (opens in new tab)

With the growing demand for Educational Data Mining (EDM), addressing challenges in educational practice through advanced algorithms remains complex. Key issues include the heterogeneity of educational data, the difficulty in quantifying students’ cognitive and behavioral traits, the absence of robust multimodal data fusion strategies, and the limited generalizability of traditional models in small-sample contexts. This study investigates the application of Artificial Intelligence (AI), speci...