Intelligent tutors as teachers' aides: exploring teacher needs for real-time analytics in blended classrooms

Significant implications are identified for the ongoing co-design of a real-time dashboard for ITSs, as well as broader implications for the design of ITSs that can effectively collaborate with teachers in classroom settings.