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In this paper, we introduce a learning analytics framework to analyze the in-context learning (ICL) behavior of large language models (LLMs) through the lens of the Zone of Proximal Development (ZPD), an established theory in educational…

计算与语言 · 计算机科学 2025-02-12 Peng Cui , Mrinmaya Sachan

This work aims to propose a method to support students in finding appropriate peers in collaborative and blended learning settings. The main goal of this research is to bridge the gap between pedagogical theory and data driven practice to…

人机交互 · 计算机科学 2019-10-17 Irene-Angelica Chounta

In an era increasingly shaped by decentralized knowledge ecosystems and pervasive AI technologies, fostering sustainable learner agency has become a critical educational imperative. This study introduces a novel conceptual framework…

计算机与社会 · 计算机科学 2025-04-30 Qianrun Mao

This study proposes an "AI Development Support" approach that, unlike conventional AI Alignment-which aims to forcefully inject human values-supports the ethical and moral development of AI itself. As demonstrated by the Orthogonality…

人工智能 · 计算机科学 2025-02-28 Taichiro Endo

The rapid development of artificial intelligence technologies, particularly Large Language Models (LLMs), has revolutionized the landscape of lifelong learning. This paper introduces a conceptual framework for a self-constructed lifelong…

计算机与社会 · 计算机科学 2024-09-25 Kirill Krinkin , Tatiana Berlenko

This paper introduces Prompt-to-Primal (P2P) Teaching, an AI-integrated instructional approach that links prompt-driven exploration with first-principles reasoning, guided and moderated by the instructor within the classroom setting. In P2P…

计算机与社会 · 计算机科学 2025-10-22 Euzeli dos Santos

One hundred years ago Vygotsky and his circle were exploring the nature of consciousness and defining what would become psychology in the Soviet Union. They concluded that children develop "scientific thinking" through interacting with…

人工智能 · 计算机科学 2026-05-13 Peter Wallis

Freelance workers must continually acquire new skills to remain competitive in online labor markets, yet they lack the organizational training, mentorship, and infrastructure available to traditional employees. Generative AI-powered tools…

人机交互 · 计算机科学 2026-05-01 Kashif Imteyaz , Isabel Lopez , Nakul Rajpal , Hunjun Shin , Saiph Savage

One of the enduring challenges in education is how to empower students to take ownership of their learning by setting meaningful goals, tracking their progress, and adapting their strategies when faced with setbacks. Research has shown that…

多智能体系统 · 计算机科学 2025-08-27 Ryan Hare , Ying Tang

As generation Z's big data is flooding the Internet through social nets, neural network based data processing is turning an important cornerstone, showing significant potential for fast extraction of data patterns. Online course delivery…

人机交互 · 计算机科学 2020-05-12 Ioana R. Goldbach , Felix G. Hamza-Lup

Large Language Models (LLMs) have demonstrated remarkable capabilities in processing extensive offline datasets. However, they often face challenges in acquiring and integrating complex, knowledge online. Traditional AI training paradigms,…

计算与语言 · 计算机科学 2025-08-13 Sabrina Patania , Luca Annese , Cansu Koyuturk , Azzurra Ruggeri , Dimitri Ognibene

Artificial intelligence is increasingly embedded in education, raising a fundamental question: when learners use AI, does it support their thinking or replace it? While existing research has focused on system capabilities and challenges and…

计算机与社会 · 计算机科学 2026-04-14 C. K. Y Chan

Discussion about the replacement of intellectual human labour by ``thinking machines'' has been present in the public and expert discourse since the creation of Artificial Intelligence (AI) as an idea and terminology since the middle of the…

综合文献 · 计算机科学 2025-10-28 Stanislav Selitskiy , Chihiro Inoue

Learning from demonstrations is a popular tool for accelerating and reducing the exploration requirements of reinforcement learning. When providing expert demonstrations to human students, we know that the demonstrations must fall within a…

机器学习 · 计算机科学 2019-10-29 Daniel Seita , David Chan , Roshan Rao , Chen Tang , Mandi Zhao , John Canny

Current approaches to AI training treat reasoning as an emergent property of scale. We argue instead that robust reasoning emerges from linguistic self-reflection, itself internalized from high-quality social interaction. Drawing on…

人工智能 · 计算机科学 2026-02-17 Claudiu Cristian Musat , Jackson Tolins , Diego Antognini , Jingling Li , Martin Klissarov , Tom Duerig

The debate over whether "thinking machines" could replace human intellectual labor has existed in both public and expert discussions since the mid-twentieth century, when the concept and terminology of Artificial Intelligence (AI) first…

计算机与社会 · 计算机科学 2025-11-05 Marcos Florencio , Francielle Prieto

Generative AI is entering research, education, and professional work faster than current governance frameworks can specify how AI-assisted outputs should be judged in learning-intensive settings. The central problem is proxy failure: a…

人工智能 · 计算机科学 2026-04-23 Seine A. Shintani

AI systems are increasingly embedded in practices where humans have traditionally exercised epistemic agency, the capacity to actively engage in knowledge formation and validation. This paper argues that understanding AI's impact on…

计算机与社会 · 计算机科学 2025-12-18 Bodong Chen

The rapid assimilation of Artificial Intelligence technologies into various facets of society has created a significant educational imperative that current frameworks are failing to effectively address. We are witnessing the rise of a…

人工智能 · 计算机科学 2025-12-19 Sri Yash Tadimalla , Justin Cary , Gordon Hull , Jordan Register , Daniel Maxwell , David Pugalee , Tina Heafner

The proliferation of Generative Artificial Intelligence has transformed benign cognitive offloading into a systemic risk of cognitive agency surrender. Driven by the commercial dogma of "zero-friction" design, highly fluent AI interfaces…

人机交互 · 计算机科学 2026-04-20 Kuangzhe Xu , Yu Shen , Longjie Yan , Yinghui Ren
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