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AI in the discourse of the relationships between technology and education 技术与教育关系论述中的人工智能
IF 1.2 Q2 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-07-01 DOI: 10.1344/der.2024.45.1-7
J. L. Rodríguez Illera
The article reviews some of the relationships between AI and education, emphasizing the metaphors used, the difficulties in finding points of agreement, as well as aspects of the social criticism that is made of AI (e.g. considering that it can be a form of unwanted deviation). AI appears as one more case of technology that comes to improve education, as happened in the past with other less “intelligent” technologies, although now with more arguments in its favor. Secondly, it explores the logical mechanisms (abduction) that are widely used in human reasoning but also in AI, showing how their uncontrolled use can lead to certain conversation algorithms being able to lie, something that teachers would not do. An ethical rather than logical question is raised that deserves to be explored later.
文章回顾了人工智能与教育之间的一些关系,强调了所使用的隐喻、找到一致点的困难,以及对人工智能的社会批评的一些方面(例如,认为它可能是一种不受欢迎的偏差)。人工智能似乎是技术改善教育的又一个案例,就像过去其他不那么 "智能 "的技术一样,尽管现在有了更多对其有利的论据。其次,它探讨了在人类推理和人工智能中广泛使用的逻辑机制(诱导),展示了不加控制地使用这些机制如何导致某些对话算法能够说谎,而这是教师不会做的。这提出了一个伦理而非逻辑问题,值得稍后探讨。
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引用次数: 0
De la educabilidad a la Aceptación de la tecnología y alfabet-ización en Inteligencia Artificial: validación de un instrumento 从可教育性到人工智能技术接受度和素养:工具的验证
IF 1.2 Q2 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-07-01 DOI: 10.1344/der.2024.45.8-14
C. Galván Fernández, Diego Calderón-Garrido
En la primera ola de la IA, Susan Leigh Star visibilizó como el desarrollo de la IA se hacía sin consenso social considerando los estudios de Davis en relación con la aceptación de la tecnología en el mundo laboral. Las conclusiones derivadas, conocidas con el test Durkheim, dan respuesta a las antonimias que se están formulando durante el asentamiento de la IAG en los discursos educativos.  Reconociendo que el hecho de educar hoy día se nutre de las pedagogías más libertarias a las más dirigidas por las agendas políticas, son múltiples las perspectivas educativas en relación con la IA. En esta diversidad, los diferentes ámbitos de acción educativa pueden, o no, adoptar la IA desde una mirada instrumental y/o social. Pese a la actualidad de la temática, los investigadores siguen huérfanos de instrumentos que permitan analizar los posicionamientos de la comunidad educativa en general y del estrato estudiantil en particular. Por este motivo, el objetivo de este artículo es adaptar y validar dos encuestas que han mostrado excelentes resultados en sus versiones originales, así como analizar la relación entre ambas con motivo de conocer la aceptación que se tiene de la inteligencia artificial. Para ello se ha aplicado la adaptación de la encuesta sobre la aceptación de la tecnología y la encuesta sobre alfabetización en IA en una muestra de 134 estudiantes de diferentes másteres en Educación. El análisis factorial exploratorio y el posterior análisis factorial confirmatorio han mostrado la validez del instrumento adaptado.
在人工智能的第一波浪潮中,苏珊-利-斯塔(Susan Leigh Star)通过考虑戴维斯关于工作领域对技术的接受程度的研究,揭示了人工智能的发展是如何在没有社会共识的情况下完成的。由此得出的结论被称为 "杜克海姆测试"(Durkheim test),它回应了人工智能在教育论述中逐渐形成的反义词。 由于当今的教育行为既有最自由主义的教学法,也有更受政治议程驱动的教学法,因此在人工智能方面存在着多种教育观点。在这种多样性中,不同领域的教育行动可能从工具和/或社会角度采用人工智能,也可能不采用。尽管这一主题具有现实意义,但研究人员仍然缺乏分析教育界,特别是学生群体立场的工具。因此,本文旨在改编和验证两份在其原始版本中显示出卓越效果的调查,并分析两者之间的关系,以了解人工智能的接受程度。为此,对技术接受度调查和人工智能素养调查进行了改编,对来自不同教育硕士课程的 134 名学生进行了抽样调查。探索性因素分析和随后的确认性因素分析表明了改编工具的有效性。
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引用次数: 0
Inteligencia artificial: Tensiones educativas entre la verdad y la verosimilitud de los datos 人工智能:数据真实性与可信性之间的教育矛盾
IF 1.2 Q2 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-07-01 DOI: 10.1344/der.2024.45.20-28
Carles Lindín
Se apuntan elementos de análisis que resultan operativos para una incorporación crítica de las inteligencias artificiales (IA) generativas y no generativas. Aproximarse a un realismo pedagógico digital equilibrado en que las IA puedan potenciar espacios educativos individuales y colectivos en lugar de generar sobreproducción. Se incide en las reflexiones pedagógicas pertinentes, atendiendo a las necesidades de regulación de las IA. Se caracterizan las IA, partiendo de un breve análisis sobre el entorno social, educativo y económico en que se produce su gran difusión. Se expone el marco necesario para examinar diversas tensiones que incorporan al ecosistema educativo, que tienen su origen en el valor de verdad-verosimilitud-ficción que aportan los datos. Se comentan cuatro espacios de tensión que provoca el advenimiento masivo de las IA en educación: autoría, espiral de verosimilitud (o valor de verdad), ficción y literariedad, datificación y agencia. Como resultado se desprende la adecuación de considerar el impacto de las IA en los procesos de enseñanza-aprendizaje atendiendo a la relación, más o menos distante, que pueden tener con la realidad material: su capacidad para crear narraciones ficcionales basadas en datos reales.
指出了批判性融入生成和非生成人工智能(AI)的分析要素。通过平衡的数字教学现实主义,人工智能可以加强个人和集体的教育空间,而不是产生过度生产。重点是相关的教学思考,同时考虑到人工智能的监管需求。从简要分析人工智能广泛传播的社会、教育和经济环境入手,阐述了人工智能的特点。它为研究人工智能融入教育生态系统的各种紧张关系提供了必要的框架,这些紧张关系植根于数据的真实性--虚构性--虚构价值。本文讨论了人工智能在教育领域的大规模出现所引发的四个紧张空间:作者身份、真实性(或真实价值)螺旋上升、虚构与文学性、数据化与代理。因此,从人工智能与物质现实之间或多或少的疏离关系来考虑人工智能对教学过程的影响是合适的:人工智能根据真实数据创造虚构叙事的能力。
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引用次数: 0
Evaluating the evaluators: a comparative study of AI and Teacher Assessments in Higher Education 评估评估者:高等教育中人工智能和教师评估的比较研究
IF 1.2 Q2 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-07-01 DOI: 10.1344/der.2024.45.124-140
Tugra Karademir coskun, Ayfer Alper
This study aims to examine the potential differences between teacher evaluations and artificial intelligence (AI) tool-based assessment systems in university examinations. The research has evaluated a wide spectrum of exams including numerical and verbal course exams, exams with different assessment styles (project, test exam, traditional exam), and both theoretical and practical course exams. These exams were selected using a criterion sampling method and were analyzed using Bland-Altman Analysis and Intraclass Correlation Coefficient (ICC) analyses to assess how AI and teacher evaluations performed across a broad range. The research findings indicate that while there is a high level of proficiency between the total exam scores assessed by artificial intelligence and teacher evaluations; medium consistency was found in the evaluation of visually-based exams, low consistency in video exams, high consistency in test exams, and low consistency in traditional exams. This research is crucial as it helps to identify specific areas where artificial intelligence can either complement or needs improvement in educational assessment, guiding the development of more accurate and fair evaluation tools.
本研究旨在探讨大学考试中教师评价与基于人工智能(AI)工具的评估系统之间的潜在差异。研究评估了各种考试,包括数字和语言课程考试、不同评估风格的考试(项目、测试考试、传统考试)以及理论和实践课程考试。这些考试采用标准抽样法进行选择,并使用布兰德-阿尔特曼分析法和类内相关系数(ICC)分析法进行分析,以评估人工智能和教师评价在广泛范围内的表现。研究结果表明,虽然人工智能评估的考试总分与教师评价之间的熟练程度很高;但在基于视觉的考试评价中发现了中等一致性,在视频考试中发现了低一致性,在测试考试中发现了高一致性,而在传统考试中发现了低一致性。这项研究至关重要,因为它有助于确定人工智能在教育评价中可以补充或需要改进的具体领域,从而指导开发更准确、更公平的评价工具。
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引用次数: 0
Revisión sistemática de tendencias en la aplicación de la inteli-gencia artificial al ámbito de la escritura académica en las ciencias sociales 系统回顾人工智能在社会科学学术写作中的应用趋势
IF 1.2 Q2 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-07-01 DOI: 10.1344/der.2024.45.37-42
Francesc Martínez-Olmo, Felipe González Catalán
El estudio de la aplicación de la inteligencia artificial (IA) en la escritura científico-académica es importante para favorecer la eficiencia en la generación de contenido académico. Además, es necesario investigar cómo la IA puede ayudar a mejorar la claridad y precisión de la comunicación científica. En este sentido, se ha llevado a cabo una revisión sistemática de la literatura (scoping review) que ha tratado el uso de la IA, específicamente ChatGPT, en relación con la escritura académica. Esto a fin de identificar los enfoques temáticos y los diseños de indagación aplicados en los trabajos publicados sobre este tema y, así, orientar futuros proyectos en esta línea de investigación. Para llevar a cabo este estudio, se procedió con la localización de artículos en Web of Science y Scopus. Los principales resultados del trabajo revelan el interés por la escritura académica y la IA en relación con sus posibles aplicaciones, herramientas específicas y la detección de plagio, así como su uso ético y responsable. Asimismo, se ha constatado una utilización de variedad de métodos de investigación. La discusión final se centra en cómo la integración de la IA en la escritura científico-académica plantea tanto oportunidades como desafíos en términos de ética, calidad y autonomía intelectual.
研究人工智能(AI)在科学-学术写作中的应用对于提高学术内容的生成效率非常重要。此外,有必要研究人工智能如何帮助提高科学交流的清晰度和准确性。为此,我们进行了一次系统的文献综述(范围综述),探讨了人工智能(特别是 ChatGPT)在学术写作中的应用。这样做的目的是为了确定在已发表的有关该主题的作品中所采用的主题方法和研究设计,从而为该研究领域的未来项目提供指导。为了开展这项研究,我们首先在 Web of Science 和 Scopus 中查找文章。研究的主要结果表明,学术写作和人工智能在其可能的应用、具体工具、剽窃检测以及道德和负责任的使用方面受到了关注。此外,还发现使用了多种研究方法。最后的讨论重点是人工智能与学术科学写作的结合如何在伦理、质量和知识自主性方面带来机遇和挑战。
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引用次数: 0
Teaching AI to the Next Generation: A Humanistic Approach 向下一代传授人工智能:人本主义方法
IF 1.2 Q2 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-07-01 DOI: 10.1344/der.2024.45.115-123
Mariela Destéfano, Anna Trifonova, Mario Barajas
This article proposes a comprehensive AI curriculum tailored for young learners aged 11 to 14, emphasizing a humanistic approach. We review other AI curricula proposals for children and young people and underline that they focus primarily on AI's technological benefits and on learning coding and logic. Our curriculum explores human cognition that is often overlooked in existing AI curriculum. Our proposal combines learning through construction, reflective discussions and project-based learning in order to approach AI from variety of angles. Implemented by CreaTIC Academy during 2023/24 school year as an out-of-school activity in a secondary (middle) school in Barcelona, Spain, this curriculum integrates technological, philosophical, cognitive, and cultural dimensions. It draws from diverse fields, including Philosophy of Mind, Cognitive Psychology and Philosophy of Children, and includes practical coding with tools like Scratch and AppInventor, as well as Machine Learning for Kids. Designed to be adaptable across various socio-economic contexts, our approach aims to promote a broader liberal education for children and help teachers implement AI activities in their classrooms.
本文为 11 至 14 岁的青少年学习者量身定制了一套全面的人工智能课程,强调以人为本。我们回顾了其他针对儿童和青少年的人工智能课程提案,强调它们主要侧重于人工智能的技术优势以及编码和逻辑的学习。我们的课程探讨的是人类认知,而这在现有的人工智能课程中往往被忽视。我们的建议结合了通过构建、反思讨论和项目式学习来学习的方法,以便从不同的角度切入人工智能。该课程由 CreaTIC 学院于 2023/24 学年在西班牙巴塞罗那的一所中学(初中)实施,作为一项校外活动,整合了技术、哲学、认知和文化层面。它借鉴了心智哲学、认知心理学和儿童哲学等不同领域的知识,包括使用 Scratch 和 AppInventor 等工具进行实际编码,以及儿童机器学习。我们的方法旨在促进更广泛的儿童通识教育,并帮助教师在课堂上开展人工智能活动,其设计可适用于各种社会经济背景。
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引用次数: 0
An exploration of agency enactment in e-portfolio learning co-design 探索电子书包学习共同设计中的机构设置
IF 1.2 Q2 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-07-01 DOI: 10.1344/der.2024.45.190-203
Peng Zhang, Gemma Tur
Although research has always related e-portfolios to self-regulated learning, recently agency, which includes individual, relational, and contextual domains, has also been highlighted. Likewise, agency has been explored in technological environments that support collaborative and co-design learning processes. This study, investigating the enactment of student agency within e-portfolio learning co-design in secondary education, focuses on how students perceive their agency within a co-design e-portfolio learning framework, which was coined as the Co-PIRS model in previous stages of research. Among the findings, it can be argued that students report a greater awareness of agency, characterized by competence beliefs (individual domain) in the showcase phase of e-portfolios, peer learning (relational domain), and the opportunities to make choices (contextual domain) in the implementation phase. The study also reveals students' positive attitudes towards reflection, which suggests the suitability of structuring collaboration in the co-design approach. These insights serve as a foundation for implementing e-portfolio co-design frameworks to empower students’ agency and provide educators with guidance.
尽管研究一直将电子学习档案袋与自我调节学习联系在一起,但最近,包括个人、关系和环境领域在内的代理也得到了强调。同样,在支持协作和共同设计学习过程的技术环境中,代理也得到了探讨。本研究调查了中学教育电子书包学习协同设计中学生代理的实施情况,重点关注学生如何看待他们在协同设计电子书包学习框架中的代理,该框架在前一阶段的研究中被称为Co-PIRS模型。研究结果表明,在电子书包的展示阶段,学生的能动性意识较强,表现为能力信念(个人领域)、同伴学习(关系领域)和实施阶段的选择机会(情境领域)。研究还揭示了学生对反思的积极态度,这表明在共同设计方法中构建合作是合适的。这些见解为实施电子书包共同设计框架奠定了基础,从而增强了学生的能动性,并为教育者提供了指导。
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引用次数: 0
Foreign Language Teacher's Attitudes Towards a Pre-designed Language Learning System 外语教师对预先设计的语言学习系统的态度
IF 1.2 Q2 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-07-01 DOI: 10.1344/der.2024.45.222-231
Roxana Rebolledo, Candy Veas
Once the pandemic concluded, the Foreign Languages Department of a Chilean state university hired a Canadian company to implement a pre-designed language learning system (PLLS). This platform was to be used by all teachers and students, as it contained various activities to develop all four language skills, including pronunciation practice through AI-based voice recognition. This study explores the attitudes of 17 university teachers towards using these pre-elaborated resources, activities, and assessments in their communicative English and German courses. A mixed-method approach was used, involving a survey based on the Technology Adoption Model (TAM) and individual interviews. Descriptive statistics were obtained from the survey responses, and qualitative data were analysed using content analysis techniques.The results indicate that teachers' attitudes towards the PLLS were generally neutral to negative. Instructors expressed their concerns  about the system's pre-designed content and perceived functionality. Perceived ease of use and usefulness were rated low, reporting difficulties in navigation and alignment with their teaching styles. Perceived enjoyment received the lowest rating, mentioning issues such as disconnected content and lack of progressive structure. Qualitative data revealed technical problems, increased workload, and concerns about the system's impact on student motivation and learning outcomes. While some positive aspects were noted, the overall attitude towards the PLLS was predominantly negative, highlighting the need for better alignment with pedagogical goals and improved implementation strategies.
大流行结束后,智利一所国立大学的外语系聘请了一家加拿大公司来实施一个预先设计好的语言学习系统(PLLS)。所有教师和学生都将使用这一平台,因为它包含了培养所有四种语言技能的各种活动,包括通过人工智能语音识别进行发音练习。本研究探讨了 17 名大学教师对在其英语和德语交际课程中使用这些预制资源、活动和评估的态度。研究采用了混合方法,包括基于技术采用模型(TAM)的调查和个别访谈。结果表明,教师对 PLLS 的态度一般为中性或负面。教师对系统预先设计的内容和功能表示担忧。对系统易用性和实用性的评价较低,认为在导航和与他们的教学风格保持一致方面存在困难。对系统的满意度评分最低,提到的问题包括内容脱节和缺乏渐进式结构。定性数据显示了技术问题、工作量增加以及系统对学生积极性和学习成果影响的担忧。虽然也注意到了一些积极的方面,但对 PLLS 的总体态度主要是负面的,这突出表明需要更好地与教学目标保持一致,并改进实施策略。
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引用次数: 0
Teacher professional development for a future with generative artificial intelligence – an integrative literature review 面向未来生成式人工智能的教师专业发展--综合文献综述
IF 1.2 Q2 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-07-01 DOI: 10.1344/der.2024.45.151-157
Anabela Brandão, L. Pedro, Nelson Zagalo
Artificial Intelligence (AI) has been part of every citizen's life for several years. Still, the emergence of generative AI (GenAI), accessible to all, has raised discussions about the ethical issues they raise, particularly in education. GenAI tools generate content according to user requests, but are students using these tools ethically and safely? Can teachers guide students in this use and use these tools in their teaching activities? This paper argues that teacher professional development (TPD) is an essential key trigger in adopting these emerging technologies. The paper will present an integrative literature review that discusses the components of TPD that may empower teachers to guide their students towards the ethical and safe use of GenAI. According to the literature review, one key component of TPD should be AI literacy, which involves understanding AI, its capabilities and limitations, and its potential benefits and drawbacks in education. Another essential component is hands-on activities that engage teachers, their peers, and students in actively using these tools during the training process. The paper will discuss the advantages of working with GenAI tools and designing lesson plans to implement them critically in the classroom.
几年来,人工智能(AI)已成为每个公民生活的一部分。不过,人人都能使用的生成式人工智能(GenAI)的出现还是引起了人们对其所引发的伦理问题的讨论,尤其是在教育领域。GenAI 工具会根据用户的要求生成内容,但学生使用这些工具是否合乎道德和安全?教师能否指导学生使用并在教学活动中使用这些工具?本文认为,教师专业发展(TPD)是采用这些新兴技术的重要触发因素。本文将介绍一篇综合性文献综述,讨论教师专业发展的组成部分,以增强教师的能力,指导学生以合乎道德和安全的方式使用 GenAI。根据文献综述,TPD 的一个关键组成部分应该是人工智能素养,这包括了解人工智能、其能力和局限性,以及其在教育中的潜在好处和缺点。另一个重要组成部分是实践活动,让教师、同行和学生在培训过程中积极使用这些工具。本文将讨论使用 GenAI 工具和设计课程计划的优势,以便在课堂上批判性地实施这些工具。
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引用次数: 0
The ARTificial Revolution: Challenges for Redefining Art Education 人工艺术革命:重新定义艺术教育的挑战
IF 1.2 Q2 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-07-01 DOI: 10.1344/der.2024.45.84-90
Andrés Torres Carceller
After years of development in the background, Artificial Intelligence (AI) has burst onto the global stage thanks to open tools for generating textual, visual, auditory, and audiovisual content. In this emerging context, AI is not only emerging as a technological phenomenon but also as a catalyst for innovation in the artistic and educational fields. Although we are only at the dawn, AI is rapidly evolving and leading us towards a revolution, opening a new field of possibilities in creative domains that will transform current aesthetic, procedural, and authorial conceptions. Its potential as a creative tool is currently limited to being a support that facilitates obtaining results of great formal quality and style quickly, but without human intervention based on clear objectives, it becomes an empty generator. Artistic Education must embrace this technology not as an intruder or rival, but as a tool to be known and integrated as another means of creation, developing skills that allow students not only to use these tools effectively but also to reflect on their implications in society and culture. Promoting a conscious, responsible, safe, and ethical use that ensures a critical stance towards generative AI. Understand that it is not a creative tool. It is for creators. 
经过多年的发展,人工智能(AI)已经在全球舞台上崭露头角,这要归功于用于生成文字、视觉、听觉和视听内容的开放工具。在这一新兴背景下,人工智能不仅是一种技术现象,也是艺术和教育领域创新的催化剂。虽然我们才刚刚起步,但人工智能正在迅速发展,并引领我们走向一场革命,在创意领域开辟一个新的可能性领域,改变当前的美学、程序和作者概念。目前,人工智能作为一种创造性工具的潜力仅限于作为一种辅助工具,帮助人们快速获得具有出色形式质量和风格的成果,但如果没有基于明确目标的人工干预,人工智能就会成为一种空洞的生成器。艺术教育必须接受这种技术,而不是将其视为入侵者或竞争对手,而是将其作为另一种创作手段加以认识和整合,培养学生的技能,使他们不仅能够有效地使用这些工具,而且能够思考它们对社会和文化的影响。促进有意识、负责任、安全和合乎道德的使用,确保对生成式人工智能采取批判性的立场。理解它不是一种创造性工具。它是为创造者服务的。
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引用次数: 0
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