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CLASS: A Design Framework for Building Intelligent Tutoring Systems Based on Learning Science principles [PDF]
Conference on Empirical Methods in Natural Language Processing, 2023 We present a design framework called Conversational Learning with Analytical Step-by-Step Strategies (CLASS) for building advanced Intelligent Tutoring Systems (ITS) powered by high-performance Large Language Models (LLMs).
Shashank Sonkar +3 more
semanticscholar +1 more source
Education and Information Technologies : Official Journal of the IFIP technical committee on Education, 2023 Intelligent Tutoring Systems (ITSs) have a great potential to effectively transform teaching and learning. As more efforts have been put on designing and developing ITSs and integrating them within learning and instruction, mixed types of results about ...
Huanhuan Wang +9 more
semanticscholar +1 more source
Smart Learning Environments, 2023 Sustainable education is a crucial aspect of creating a sustainable future, yet it faces several key challenges, including inadequate infrastructure, limited resources, and a lack of awareness and engagement.
Chien-Chang Lin +2 more
semanticscholar +1 more source
International Journal of Intelligent Systems, 2023 Intelligent learning diagnosis is a critical engine of intelligent tutoring systems, which aims to estimate learners’ current knowledge mastery status and predict their future learning performance.
Zhifeng Wang +4 more
semanticscholar +1 more source
The International Journal of Electrical Engineering & Education, 2021 Under the circumstance of COVID-19, online education has become an inevitable choice and a mainstream form of education in various countries. Intelligent Tutoring Systems ( ITSs ) are a critical category of a carrier of online education which refers to ...
Jijuan Cao, Ting Yang, I. Lai, Jun Wu
semanticscholar +1 more source
International Journal of Artificial Intelligence in Education, 2021 Intelligent tutoring systems (ITS) have been shown to be highly effective at promoting learning as compared to other computer-based instructional approaches. However, many ITS rely heavily on expert design and hand-crafted rules.
E. Kochmar +5 more
semanticscholar +1 more source
Asia Pacific Education Review, 2021 Intelligent tutoring systems (ITSs) are a promising integrated educational tool for customizing formal education using intelligent instruction or feedback. In recent decades, ITSs have transformed teaching and learning and associated research. This study
Lu Guo +5 more
semanticscholar +1 more source
Hawaii International Conference on System Sciences, 2021 Expectations that technology will improve and streamline education are high. However, technology often introduces new problems. This study aims to explore the challenges mathematics teachers encounter when they implement a digital mathematics textbook ...
Marie Utterberg Modén +3 more
semanticscholar +1 more source
A Systematic Literature Review of Intelligent Tutoring Systems With Dialogue in Natural Language
IEEE Access, 2020 Intelligent tutoring systems (ITSs) are computer programs that provide instruction adapted to the needs of individual students. Dialog systems are computer programs that communicate with human users by using natural language.
José Paladines, J. Ramírez
semanticscholar +1 more source
Effects of Intelligent Tutoring Systems (ITS) on Personalized Learning (PL)
Creative Education, 2020 With the advancements of technological solutions and the changes in human society has brought personalized learning into the limelight. A major technological solution has stream rolled personalized learning around the world in the development and ...
Yasar Akyuz
semanticscholar +1 more source