Her work focuses on the implications of shifting from human to big data-driven decision-making in education and hiring which includes issues raised by smart environment surveillance, algorithmic profiling, and predictive analytics that rely on artificial intelligence. Professor Zeide also advises educators, companies, and policymakers on privacy and information practices in traditional schools, virtual learning environments, and the commercial sphere.