The paper takes the special group of rural left‐behind children as the research object. In order to provide knowledge services for education interventions for rural left‐behind children with learning disabilities, we constructed an educational intervention model suitable for rural left‐behind children with the help of cognitive intelligence related fields research paradigms. And we explored the specific process of model application to provide new ideas for educational interventions for children with learning disabilities.