教育工作者对人工智能的学术见解:挑战与机遇

IF 2.4 Q1 EDUCATION & EDUCATIONAL RESEARCH
Jayaron Jose, Blessy Jayaron Jose
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引用次数: 0

摘要

关于 "教育工作者对人工智能的学术见解--挑战与机遇 "的研究旨在深入了解人工智能在教育领域的快速发展现象。这项研究有多重目的。首先,它旨在通过提供人工智能的明确定义和解释与人工智能相关的关键术语,提高人们对将人工智能融入教学实践的认识。它还试图在更广泛的背景下说明人工智能的各种应用,并特别关注人工智能支持的研究和学习平台。此外,本研究还深入探讨了当前围绕聊天机器人的讨论,有助于解决核心研究问题。最后,该倡议旨在为在教育领域有效利用人工智能提供有价值的建议,从而增强教学体验。研究人员对有关人工智能的文献进行了综述。他们采用定性方法,使用开放式问题收集全球教育工作者的反馈意见,其中包括阿尔穆萨纳技术与应用科学大学的教育工作者和牛津英语学习交流网在线论坛的参与者。对定性数据进行了分析,从而从研究参与者的答复中确定了关键主题和次主题。研究结果涵盖了教育工作者所表达的广泛关切,包括十个关键次主题。这些担忧既有对人工智能能否取代人类教育工作者的怀疑,也有对人工智能可能阻碍学生发展的担忧,还有对人工智能大行其道及其未来性的担忧。教育工作者强调了有效的人工智能培训的重要性,同时也强调需要优先考虑人类的专业知识,而不是过度依赖人工智能。他们还敏锐地意识到人工智能的利弊,认为人工智能既是潜在的福音,也是迫在眉睫的威胁。此外,教育工作者认识到人工智能可能带来令人愉悦的体验,并承认用户在决定人工智能应用程度方面发挥着关键作用。内容分析揭示了更多的忧虑,如担心工作被取代、人工智能对批判性思维的影响、教师在评估人工智能辅助学生写作时的挫败感、使用人工智能生成的内容进行评估、人工服务的潜在侵蚀、人工智能扼杀用户和学习者的创造力、人工智能生成的信息存在错误的风险、考试作弊的机会,以及对过度依赖和过度评价人工智能平台的担忧。积极的方面是,研究结果包括人工智能平台提供的一系列机遇。研究参与者强调了这些机遇的各个方面,这些机遇超越了他们的担忧和相关风险。这些机遇分为二十个次主题:提高学习者的积极性、促进模板创建、利用人工智能作为教育辅助工具、促进适当的培训和培养积极的人工智能使用、利用人工智能教授具有挑战性的科目、实现个性化学习体验、提供交互式辅导体验、支持远程学习、促进自学、提供全面的教育内容概述、提供即时反馈和评估,充当搜索引擎和聊天机器人,实现内容验证,提高成本和时间效率,简化材料准备,促进技能和语言提升,提高对主题和词汇的熟悉程度,实现文本到语音和语音到文本的转换,编辑多媒体元素,以及促进内容生成。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Educators’ Academic Insights on Artificial Intelligence: Challenges and Opportunities
The study on " Educators’ Academic Insights on Artificial Intelligence – Challenges and Opportunities" was conducted to gain a deeper understanding of the rapidly evolving phenomenon of AI in education. This research serves multiple objectives. Firstly, it aims to foster awareness regarding the integration of AI into teaching and learning practices by providing clear definitions of AI and explaining key AI-related terms. It also seeks to illustrate AI's diverse applications within a broader context, with a special focus on AI-supported research and learning platforms. Additionally, the study delves into the current discourse surrounding chatbots, contributing to address the central research question. Lastly, this initiative aims to provide valuable recommendations for effectively harnessing AI in education, enhancing the teaching and learning experience. The researchers conducted a review of literature concerning artificial intelligence. They adopted a qualitative method, using open-ended questions to collect feedback from educators globally, including those from the University of Technology and Applied Sciences, Al Musannah, and participants in the online discussion forum at Oxford English Learning Exchange.com. The qualitative data was analysed, leading to the identification of key themes and subthemes derived from the responses of research participants. The study's findings incorporated a wide range of concerns expressed by educators, comprising ten key subthemes. These concerns ranged from doubts about AI's ability to replace human educators and fears of its potential to hinder student development to worries about its hyped popularity and its perceived futuristic nature. Educators stressed the importance of effective AI training while emphasizing the need to prioritize human expertise over excessive reliance on AI. They were also acutely aware of both the advantages and disadvantages of AI, viewing it as both a potential boon and a looming threat. Furthermore, educators recognized the potential for enjoyable experiences with AI and acknowledged the pivotal role of users in determining the extent of AI adoption. Content analysis revealed additional apprehensions, such as concerns about job displacement, AI's impact on critical thinking, teacher frustration in assessing AI-assisted student writing, the use of AI-generated content for assessments, potential erosion of human services, stifling of user and learner creativity by AI, the risk of errors in AI-generated information, opportunities for cheating in exams, and concerns about the overreliance on and overrating of AI platforms. Positively, the findings included an array of opportunities that AI platforms offer. Study participants highlighted various aspects of these opportunities that surpassed their concerns and associated risks. The opportunities are categorized into twenty subthemes: enhancing learner motivation, facilitating template creation, utilizing AI as an educational aid, promoting proper training and fostering positive AI usage, harnessing AI for teaching challenging subjects, enabling personalized learning experiences, offering an interactive tutoring experience, supporting remote learning, facilitating self-study, providing comprehensive educational content overviews, giving instantaneous feedback and evaluation, functioning as search engines and chatbots, enabling content validation, efficiency in terms of cost and time, streamlining material preparation, facilitating skill and language enhancement, promoting familiarity with topics and vocabulary, enabling text-to-speech and speech-to-text conversions, editing multimedia elements, and facilitating content generation.
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来源期刊
Electronic Journal of e-Learning
Electronic Journal of e-Learning EDUCATION & EDUCATIONAL RESEARCH-
CiteScore
5.90
自引率
18.20%
发文量
34
审稿时长
20 weeks
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