This chapter describes research issues about designing effective Intelligent Tutoring Systems (ITS) that lies on cognitive neuroscience research (brain-based approach) and Evidence-Based Education. Effective interaction student-ITS needs a thorough understanding of the brain processes that underlie learning. The knowledge of these principles lets to select optimal pedagogical strategies to monitor and drive the process. AI-based tutors have a great potential in moment-by-moment adaptation of instructional content and tactics to the changing cognitive needs of the individual learner in order to promote deep understanding, increase motivation and develop sense of self-efficacy.
Designing Intelligent Tutoring Systems With AI: Brain-Based Principles for Learning Effectiveness
Roberto Trinchero
2021-01-01
Abstract
This chapter describes research issues about designing effective Intelligent Tutoring Systems (ITS) that lies on cognitive neuroscience research (brain-based approach) and Evidence-Based Education. Effective interaction student-ITS needs a thorough understanding of the brain processes that underlie learning. The knowledge of these principles lets to select optimal pedagogical strategies to monitor and drive the process. AI-based tutors have a great potential in moment-by-moment adaptation of instructional content and tactics to the changing cognitive needs of the individual learner in order to promote deep understanding, increase motivation and develop sense of self-efficacy.| File | Dimensione | Formato | |
|---|---|---|---|
|
Trinchero Brain Based ITS 2021.pdf
Accesso riservato
Dimensione
345.34 kB
Formato
Adobe PDF
|
345.34 kB | Adobe PDF | Visualizza/Apri Richiedi una copia |
|
Gianni Panconesi and Maria Guida - Handbook of Research on Teaching With Virtual Environments and AI (2021, IGI Global).pdf
Accesso aperto
Descrizione: Handbook of Research on Teaching With Virtual Environments and AI
Tipo di file:
PDF EDITORIALE
Dimensione
2.21 MB
Formato
Adobe PDF
|
2.21 MB | Adobe PDF | Visualizza/Apri |
I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.



