The affordances of artificial intelligence-based tools for supporting 21st-century skills:

Ismail Celik, Egle Gedrimiene, Signe Siklander, H. Muukkonen
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Abstract

Twenty-first-century skills should be integrated into higher education to prepare students for complex working-life challenges. Artificial intelligence (AI)-powered tools have the potential to optimise skill development among higher education students. Therefore, it is important to conceptualise relevant affordances of AI systems for 21st-century skills development in higher education. This study aimed to present an overview of journal articles published in the Web of Science database that specifically addressed the affordances of AI-based tools for 21st-century skills development. Four distinct categories of AI-based tools (intelligent tutoring systems, chatbots, AI-powered dashboards and automated grading systems) were identified as capable of promoting six main 21st-century skills (collaboration, communication, creativity, critical thinking, information and communication technology and problem-solving). The review revealed that the utilisation of AI-based tools might contribute to the simultaneous development of multiple 21st-century skills (e.g., collaboration and critical thinking). The results showed that adaptive feedback from AI plays a significant role as a facilitator in the development of 21st-century skills. Furthermore, the utilisation of diverse functional AI affordances (e.g., prediction and profiling) might contribute to the development of various skills. AI-based technologies appeared to target the 21st-century skills of problem-solving and its subskills the most.   Implications for practice or policy: More functional affordances of AI (e.g., prediction and profiling) should be employed in AI-based tools. This could support higher education students’ 21st-century skills. AI-based tools (e.g., chatbots and intelligent tutors) interact with end users through their data. AI systems have the potential to promote 21st-century skills by using students’ multimodal data. AI technologies should be more integrated into the social sciences and humanities in the higher education context to support students’ 21st-century skills.
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人工智能工具在支持 21 世纪技能方面的优势:
二十一世纪的技能应融入高等教育,使学生为应对复杂的职业生活挑战做好准备。人工智能(AI)驱动的工具具有优化高等教育学生技能发展的潜力。因此,将人工智能系统的相关能力概念化,以促进高等教育中的 21 世纪技能发展,是非常重要的。本研究旨在概述科学网数据库中发表的期刊文章,这些文章专门论述了基于人工智能的工具在培养 21 世纪技能方面的能力。研究发现,四类不同的人工智能工具(智能辅导系统、聊天机器人、人工智能驱动的仪表板和自动评分系统)能够促进六种主要的 21 世纪技能(协作、沟通、创造力、批判性思维、信息和通信技术以及解决问题)。研究显示,利用基于人工智能的工具可能有助于同时培养多种 21 世纪技能(如协作和批判性思维)。研究结果表明,人工智能的自适应反馈在培养 21 世纪技能方面发挥着重要的促进作用。此外,利用人工智能的各种功能(如预测和剖析)可能有助于培养各种技能。基于人工智能的技术似乎最能针对21世纪解决问题的技能及其子技能。对实践或政策的启示:基于人工智能的工具应更具人工智能的功能性(如预测和剖析)。基于人工智能的工具(如聊天机器人和智能导师)可通过数据与最终用户互动。人工智能系统有可能通过使用学生的多模态数据来促进 21 世纪技能的发展。人工智能技术应更多地融入高等教育背景下的社会科学和人文学科,以支持学生的 21 世纪技能。
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