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Enhancing LLM-Based Feedback: Insights from Intelligent Tutoring Systems and the Learning Sciences
AIED CompanionThe field of Artificial Intelligence in Education (AIED) focuses on the intersection of technology, education, and psychology, placing a strong emphasis on supporting learners' needs with compassion and understanding.
John Stamper, Ruiwei Xiao, Xinynig Hou
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Interactive Learning Environments, 2018
With the rapid growth of technology, computer learning has become increasingly integrated with artificial intelligence techniques in order to develop more personalized educational systems.
Elham Mousavinasab +5 more
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With the rapid growth of technology, computer learning has become increasingly integrated with artificial intelligence techniques in order to develop more personalized educational systems.
Elham Mousavinasab +5 more
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Generative AI and Its Impact on Personalized Intelligent Tutoring Systems
arXiv.orgGenerative Artificial Intelligence (AI) is revolutionizing educational technology by enabling highly personalized and adaptive learning environments within Intelligent Tutoring Systems (ITS).
Subhankar Maity, Aniket Deroy
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Intelligent tutoring systems and learning performance
Online information review (Print), 2019Purpose Intelligent tutoring systems (ITS) are a supplemental educational tool that offers great benefits to students and teachers. The systems are designed to focus on an individual’s characteristics, needs and preferences in an effort to improve ...
Ali Yüce, A. Abubakar, Mustafa Ilkan
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This chapter explores the application of Intelligent Tutoring Systems (ITS) within the broader context of harnessing Artificial Intelligence (AI) in education. ITS are designed to simulate personalized, one-on-one tutoring experiences, utilizing AI to adapt to individual learning needs, diagnose performance, provide feedback, and recommend ...
Görkem Avcı +3 more
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Görkem Avcı +3 more
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2011
Today’s education is faced by new challenges and yet new innovations. The key area where innovations are introduced lies on instructional methodology. It becomes necessary for the educators to incorporate new trends and methodologies in instructional methodology. One such aspect that came into existence is intelligent tutorial system.
Aytürk Keles, Ali Keles
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Today’s education is faced by new challenges and yet new innovations. The key area where innovations are introduced lies on instructional methodology. It becomes necessary for the educators to incorporate new trends and methodologies in instructional methodology. One such aspect that came into existence is intelligent tutorial system.
Aytürk Keles, Ali Keles
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Graph-based cognitive diagnosis for intelligent tutoring systems
Knowledge-Based Systems, 2022Yu Su +8 more
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Intelligent tutoring system as multiagent system
1997 IEEE International Conference on Intelligent Processing Systems (Cat. No.97TH8335), 2002Intelligent tutoring systems are important educational tools. They can be built using different methodologies and tools. In this paper a generic architecture for intelligent tutoring system as a multiagent system is presented. The agents in the architecture are programmed with AGLess-a specialized agent-oriented environment, This approach has been ...
Bađonski, M. +2 more
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Augmenting Intelligent Tutoring Systems With Intelligent Tutors
2020E. Robert Radlinski, Michael E. Atwood
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