Intelligent Tutoring Systems: A Comprehensive Historical Survey with Recent Developments
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Abstract (arXiv)
This paper provides interested beginners with an updated and detailed introduction to the field of Intelligent Tutoring Systems (ITS). ITSs are computer programs that use artificial intelligence techniques to enhance and personalize automation in teaching. This paper is a literature review that provides the following: First, a review of the history of ITS along with a discussion on the interface between human learning and computer tutors and how effective ITSs are in contemporary education. Second, the traditional architectural components of an ITS and their functions are discussed along with approaches taken by various ITSs. Finally, recent innovative ideas in ITS systems are presented. This paper concludes with some of the author's views regarding future work in the field of intelligent tutoring systems.
Key facts. Cited by 8 papers in the map (data through 7 Oct 2026). First posted on arXiv 23 Dec 2018.
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Citing papers per year: 2023: 2; 2024: 2; 2025: 4.
8 papers.
- 2025LLM-powered Multi-agent Framework for Goal-oriented Learning in Intelligent Tutoring Systemcited by 21
- 2023Proactive and Reactive Engagement of Artificial Intelligence Methods for Education: A Reviewcited by 5
- 2023Lexical Complexity Prediction: An Overviewcited by 3
- 2024Is the Lecture Engaging for Learning? Lecture Voice Sentiment Analysis for Knowledge Graph-Supported Intelligent Lecturing Assistant (ILA) Systemcited by 2
- 2024Awaking the Slides: A Tuning-free and Knowledge-regulated AI Tutoring System via Language Model Coordinationcited by 2
- 2025An overview of artificial intelligence in computer-assisted language learningcited by 2
- 2025GraphMASAL: A Graph-based Multi-Agent System for Adaptive Learningcited by 2
- 2025Enhancing knowledge tracing robustness for new question cold start in Intelligent Tutoring Systemscited by 0
- 2025Enhancing knowledge tracing robustness for new question cold start in Intelligent Tutoring Systems8 Dec 2025
- 2025GraphMASAL: A Graph-based Multi-Agent System for Adaptive Learning14 Nov 2025
- 2025An overview of artificial intelligence in computer-assisted language learning4 May 2025
- 2025LLM-powered Multi-agent Framework for Goal-oriented Learning in Intelligent Tutoring System27 Jan 2025
- 2024Awaking the Slides: A Tuning-free and Knowledge-regulated AI Tutoring System via Language Model Coordination11 Sep 2024
- 2024Is the Lecture Engaging for Learning? Lecture Voice Sentiment Analysis for Knowledge Graph-Supported Intelligent Lecturing Assistant (ILA) System20 Aug 2024
- 2023Lexical Complexity Prediction: An Overview8 Mar 2023
- 2023Proactive and Reactive Engagement of Artificial Intelligence Methods for Education: A Review23 Jan 2023