加强阿联酋的全纳教育:整合人工智能,满足不同的学习需求。

IF 2.9 2区 医学 Q1 EDUCATION, SPECIAL
Alia El Naggar , Eman Gaad , Shannaiah Aubrey Mae Inocencio
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引用次数: 0

摘要

引言以人工智能(AI)为媒介的系统在教育机构中已变得十分重要,但这些系统是否能在特殊教育中发挥作用仍存在争议。本定性研究以特殊教育中的特殊学习者为例,仔细研究了他们参与以人工智能为媒介的讨论与传统课堂对话时的体验和感知。本研究旨在揭示当人工智能融入他们的讨论时,这些学习者如何以不同的方式处理和建构知识,以及与传统学习环境的比较:研究方法包括详细的定性分析,借鉴认知心理学来评估特殊学习者如何处理信息和进行高阶思维。通过访谈、观察和对以人工智能为媒介的讨论进行内容分析来收集数据:研究结果:这项研究强调了人工智能技术提供个性化和智力激励教育体验的能力,这些体验与建构主义方法产生共鸣,促进了主动学习和为特殊学习者量身定制的教学。然而,研究也揭示了某些挑战,包括在人工智能中介环境中的确认偏差倾向和信息超载风险,这可能会使近发展区内的学习轨迹复杂化:本研究强调了人工智能技术与特殊学习者教育过程之间的动态相互作用。研究表明,虽然人工智能可以增强个性化学习,但它也带来了独特的挑战,必须小心应对。最终,这项研究为人工智能在支持全纳教育方面的周到整合奠定了理论和实证基础,强调了持续评估和调整的重要性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Enhancing inclusive education in the UAE: Integrating AI for diverse learning needs

Introduction

Artificial Intelligence (AI) mediated systems have become important in educational set-ups, and it is still debatable whether or not they can be useful in special needs education. This qualitative research scrutinizes the experiences and perceptions of exceptional learners, as an example of special needs education, engaged in AI-mediated discussions versus traditional classroom dialogues. The study aims to reveal how these learners process and construct knowledge differently when AI is incorporated into their discussions and how it compares to conventional learning environments.

Methods

The methodology entailed a detailed qualitative analysis, drawing upon cognitive psychology to assess how exceptional learners process information and engage in higher-order thinking. Data were collected through interviews, observation, and content analysis of AI-mediated discussions.

Results:Findings

from the study highlighted the capacity of AI technologies to offer personalized and intellectually stimulating educational experiences that resonate with constructivist approaches, promoting active learning and tailored instruction for exceptional learners. However, the research also brought to light certain challenges, including the tendency for confirmation bias and the risk of information overload within AI-mediated environments, which can complicate the learning trajectory within the zone of proximal development.

Discussions

The study underscores the dynamic interplay between AI technologies and educational processes for exceptional learners. It suggests that while AI can enhance personalized learning, it also introduces unique challenges that must be navigated carefully. Ultimately, this research lays a theoretical and empirical groundwork for the thoughtful integration of AI in supporting inclusive education, emphasizing the importance of continuous evaluation and adaptation.

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来源期刊
CiteScore
5.50
自引率
6.50%
发文量
178
期刊介绍: Research In Developmental Disabilities is aimed at publishing original research of an interdisciplinary nature that has a direct bearing on the remediation of problems associated with developmental disabilities. Manuscripts will be solicited throughout the world. Articles will be primarily empirical studies, although an occasional position paper or review will be accepted. The aim of the journal will be to publish articles on all aspects of research with the developmentally disabled, with any methodologically sound approach being acceptable.
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