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University Students’ Attitudes toward Artificial Intelligence: An Exploratory Study of the Cognitive, Emotional, and Behavioural Dimensions of AI Attitudes 大学生对人工智能的态度:人工智能态度的认知、情感和行为维度的探索性研究
IF 3 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-09-08 DOI: 10.3390/educsci14090988
Argyrios Katsantonis, Ioannis G. Katsantonis
Artificial intelligence (AI) drives new modes of learning and improves the workflow of instructors. Nevertheless, there are concerns about academic integrity, plagiarism, and the reduction of critical thinking in higher education. Therefore, it is important to record and analyze university social sciences students’ attitudes toward AI, which is a significant predictor of later use of AI technologies. A sample of 190 university students (82.45% female) from a Greek social sciences department was selected. Descriptive statistics revealed that students’ attitudes toward AI were mostly positive. A principal components analysis confirmed a three-component solution of attitudes toward AI, comprising cognitive, behavioral, and emotional dimensions. Comparative analysis of the three components indicated that the emotional dimension was the highest ranked, followed by the cognitive and behavioral dimensions. Pairwise correlation analyses revealed that the strongest correlate of cognitive, behavioral, and emotional components of attitudes toward AI was the future frequency of AI use, followed by general feelings of safety with technology. In conclusion, students display more emotional and cognitive favorable dispositions toward AI. The social background of the students and the prospective future use of AI play a key role in the formulation of attitudes toward AI. University educators need to provide more teaching and learning about AI to improve students’ attitudes toward AI and future AI use.
人工智能(AI)推动了新的学习模式,改善了教师的工作流程。然而,人们对高等教育中的学术诚信、抄袭和批判性思维的减少表示担忧。因此,记录和分析大学社会科学专业学生对人工智能的态度非常重要,因为它是日后使用人工智能技术的重要预测因素。研究选取了希腊社会科学系的 190 名大学生(82.45% 为女生)作为样本。描述性统计显示,学生对人工智能的态度大多是积极的。主成分分析确认了对人工智能态度的三成分解决方案,包括认知、行为和情感三个维度。对三个组成部分的比较分析表明,情感维度的排名最高,其次是认知维度和行为维度。配对相关分析表明,与对人工智能态度的认知、行为和情感三个维度相关性最强的是未来使用人工智能的频率,其次是对技术的总体安全感。总之,学生在情感和认知方面对人工智能表现出更多的好感。学生的社会背景和未来使用人工智能的前景在形成对人工智能的态度方面起着关键作用。大学教育者需要提供更多有关人工智能的教学,以改善学生对人工智能的态度和未来人工智能的使用。
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引用次数: 0
Beyond the Classroom: Integrating the ORID Model for In-Depth Reflection and Assessment in Service-Learning 课堂之外:整合 ORID 模式,在服务学习中进行深入反思和评估
IF 3 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-09-07 DOI: 10.3390/educsci14090987
Fatma Kayan Fadlelmula, Saba Mansoor Qadhi
Service-learning is a community-based learning approach that bridges academic knowledge with practical application through purposeful exploration, action, and reflection. In addition to enhancing academic learning in various disciplines, service-learning cultivates students’ self-awareness, personal values, and social responsibility, preparing them with essential skills for life beyond the classroom. However, due to its experiential nature, service-learning presents challenges for effective assessment. This study provides a concrete example of student reflections structured by the Objective, Reflective, Interpretive, and Decisional (ORID) model in practice. Content analysis was implemented by examining undergraduate students’ end-of-semester reflection papers while volunteering during the 2022 FIFA World Cup in Qatar. The results showed that the model provided a guided and structured format for students to reflect on their service-learning, going beyond reporting on factual details to engaging in profound reflections on the emotional, cognitive, and prospective aspects. Moreover, with the solution aspect added to the model, students could express their creativity, articulating on innovative solutions they proposed to overcome challenges and how they turned the challenges into favorable outcomes. Clearly, the model stands as a powerful tool for educators, offering deeper insights into students’ authentic experiences, fostering comprehensive, critical, and insightful reflection, and thereby facilitating the effective assessment of experiential learning.
服务学习是一种基于社区的学习方法,通过有目的的探索、行动和反思,将学术知识与实际应用联系起来。除了提高各学科的学习效率,服务学习还能培养学生的自我意识、个人价值观和社会责任感,使他们具备适应课堂以外生活的基本技能。然而,由于服务学习的体验性质,它给有效评估带来了挑战。本研究提供了一个在实践中以客观、反思、解释和决策(ORID)模式构建学生反思的具体例子。通过对本科生在 2022 年卡塔尔世界杯志愿服务期间撰写的学期末反思论文进行内容分析。结果表明,该模式为学生提供了一种有指导性和结构化的形式来反思他们的服务学习,从报告事实细节到对情感、认知和前瞻性方面进行深刻反思。此外,在该模式中加入了解决方案方面的内容,学生可以表达他们的创造力,阐述他们为克服挑战而提出的创新解决方案,以及他们如何将挑战转化为有利结果。显然,该模型是教育工作者的有力工具,能让他们更深入地了解学生的真实体验,促进学生进行全面、批判性和深刻的反思,从而促进对体验式学习的有效评估。
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引用次数: 0
Academic Integrity Crisis: Exploring Undergraduates’ Learning Motivation and Personality Traits over Five Years 学术诚信危机:探究本科生五年来的学习动机和人格特质
IF 3 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-09-06 DOI: 10.3390/educsci14090986
Yovav Eshet
Academic misconduct is ubiquitous, a fortiori during crisis periods. The present research examines undergraduates’ learning motivation, based on Self-Determination Theory and personality traits factors, according to the Big Five Factor Model, affecting academic misconduct across different time spans: Before, during, and after a life-changing event. Using online questionnaires, we measured the level of academic misconduct, learning motivation, and personality traits of 1090 social sciences students during five different time spans pre-COVID-19, during COVID-19 (before and after vaccination), and after COVID-19 (post and long post). The results showed significant differences in students’ self-reported academic misconduct levels among the different periods and similar misconduct levels in pre-COVID-19 and long post-COVID-19. Additionally, the findings exhibited that external motivation significantly increases academic misconduct and that two out of five personality traits (agreeableness and emotional stability) reduce their occurrences. We conclude that higher education preparedness for academic integrity during an emergency is still a desideratum and that ethical concerns should not be abandoned but rather be fully addressed during emergency periods. This could be addressed by instructors allocating tasks during emergency groups involving students with pro-social personalities (agreeableness and emotional stability) and intrinsic motivation to serve as social agents in deterring academic misconduct.
学术不端行为无处不在,危机时期更是如此。本研究以自我决定理论(Self-Determination Theory)为基础,根据大五因素模型(Big Five Factor Model)研究了本科生的学习动机和人格特质因素在不同时间跨度上对学术不端行为的影响。通过在线问卷,我们测量了 1090 名社会科学专业学生在 COVID-19 前、COVID-19 期间(接种前后)和 COVID-19 后(接种后和长期接种后)五个不同时间跨度内的学术不端行为水平、学习动机和人格特质。结果显示,不同时期学生自我报告的学术不端行为水平存在明显差异,COVID-19 前和 COVID-19 后很长时间内的不端行为水平相似。此外,研究结果表明,外部动机会显著增加学术不端行为,而五种人格特质中的两种(宜人性和情绪稳定性)会减少学术不端行为的发生。我们的结论是,高等教育在紧急情况下为学术诚信做好准备仍然是当务之急,在紧急情况下不应放弃伦理问题,而应充分解决这些问题。要解决这个问题,教师可以在应急小组中分配任务,让具有亲社会性格(合群性和情绪稳定性)和内在动机的学生参与其中,使他们成为阻止学术不端行为的社会力量。
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引用次数: 0
The Learning Assessment Process in Higher Education: A Grounded Theory Approach 高等教育中的学习评估过程:基础理论方法
IF 3 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-09-06 DOI: 10.3390/educsci14090984
Claudia H. Aguayo-Hernández, Alejandro Sánchez Guerrero, Patricia Vázquez-Villegas
This study aims to understand university professors’ perspectives on the learning assessment process, including its importance during teaching and learning, their conceptualization, and their considerations in their practices. The research used a grounded theory approach to recognize evaluation as a dialogical and intersubjective space. The methodology consisted of an open survey and a semi-structured interview with faculty professors from a university in northern Mexico. The findings highlighted the importance of educational institutions, emphasizing that faculties prioritize evaluating quality based on relevance, alignment with learning objectives, continuity throughout the process, and feedback. These aspects align with recent approaches that consider evaluation as a process that promotes learning, as evidenced by the high saturation rate in the theoretical sampling. Furthermore, the study revealed that the institution’s educational model, curricular design, and evaluation policies significantly influence the faculty members’ perspective. As a result, educational institutions must consider these factors when formulating an evaluation model, thereby making the research directly applicable to the work of educational policymakers and university professors.
本研究旨在了解大学教授对学习评价过程的看法,包括学习评价在教学过程中的重要性、他们的观念以及他们在实践中的考虑。研究采用基础理论方法,将评价视为一个对话和主体间空间。研究方法包括对墨西哥北部一所大学的教授进行开放式调查和半结构式访谈。研究结果突出了教育机构的重要性,强调教师优先考虑基于相关性、与学习目标的一致性、整个过程的连续性和反馈的质量评价。这些方面与最近将评价视为促进学习的过程的方法相一致,理论抽样的高饱和率就证明了这一点。此外,研究还显示,教育机构的教育模式、课程设计和评价政策对教师的观点有很大影响。因此,教育机构在制定评价模式时必须考虑这些因素,从而使研究直接适用于教育政策制定者和大学教授的工作。
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引用次数: 0
Modified Handball in Physical Education: Investigating Opportunities for Inclusion and Relatedness 体育课中的改良手球:探索包容和亲情的机会
IF 3 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-09-06 DOI: 10.3390/educsci14090985
Luisa Estriga, João Freitas, Guilherme Vieira, Amândio Graça, Paula Batista
This paper addresses the challenge of assessing relatedness and functional interdependence through connecting passes within invasion games, which may offer valuable pedagogical insights into gameplay for accessibility and inclusiveness. Hence, the purpose of this paper is twofold. Firstly, it presents preliminary work on the methodology for computing open passing lanes and derived metrics, integrating spatiotemporal data analysis with event data. Secondly, using a within-subject design, it investigates how modified handball games influence game play opportunities. Data were collected during handball matches in a pre-teens Physical Education (PE) class with mixed-skill-level teams. Game actions (e.g., passes, receptions, and shots) were manually recorded through systematic observation of video footage, while players’ positional data were captured with ultra-wideband technology. Findings provide evidence that employing a numerical advantage (one player up) enhances overall opportunities for individual attacking actions (i.e., more passing, catching actions, and goal-scoring opportunities) and relational actions (i.e., more open passing lanes) compared to equal numbers. Conversely, equal numbers with individual marking appeared more challenging, as fewer secure passing lanes were observed, and the ball possessor spent more time with the ball before releasing it. The developed approach holds promise for studying designed games to enhance inclusion and learning opportunities for all.
本文探讨了通过入侵游戏中的连接通行证来评估关联性和功能相互依存性的挑战,这可能会为游戏的无障碍和包容性提供有价值的教学见解。因此,本文有两个目的。首先,本文介绍了计算开放传球线路和衍生指标的初步方法,将时空数据分析与赛事数据相结合。其次,本文采用受试者内设计,研究了修改后的手球比赛如何影响比赛机会。数据是在青少年体育课(PE)手球比赛中收集的,参赛队伍技术水平参差不齐。比赛动作(如传球、接球和射门)是通过系统观察视频录像手动记录的,而球员的位置数据则是通过超宽带技术采集的。研究结果证明,与人数相等的情况相比,人数优势(一名球员上场)能增加个人进攻行动(即更多的传球、接球行动和射门机会)和关系行动(即更多的开放式传球路线)的整体机会。相反,人数相等时的个人盯人似乎更具挑战性,因为观察到的安全传球路线较少,而且持球者在放球前花在球上的时间更长。所开发的方法有望用于研究设计游戏,以提高所有人的包容性和学习机会。
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引用次数: 0
“You Didn’t Go by Choice!”: Exposing Institutional Barriers Leading to Latinx STEM Pushout at a Hispanic-Serving Research Institution "你不是自愿的!":揭露导致拉美裔科学、技术、工程和数学人才在为西班牙裔服务的研究机构中被淘汰的体制障碍
IF 3 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-09-05 DOI: 10.3390/educsci14090979
Veronica L. Fematt, Mayra Puente, Katherine Arias Garcia, Rebeca Mireles-Rios
As the Latinx student population grows in the United States, more public research-intensive institutions are becoming Hispanic-Serving Research Institutions (HSRIs). This exploratory qualitative study examines the experiences of Latinx students at an HSRI, particularly in STEM fields where they face underrepresentation and are pushed out. The objectives for this study were two-fold: (1) investigate the institutional factors contributing to Latinx student pushout in STEM at an HSRI and (2) develop recommendations for enhancing Latinx student retention in STEM at HSRIs. Through an investigation at a public four-year HSRI in California, three key themes emerged regarding institutional factors contributing to STEM pushout: (1) a disconnect in theory-based STEM courses, (2) unsupportive and busy research-focused environments, and (3) the psychological toll of a stripped STEM identity. The authors offer recommendations for targeted interventions to genuinely “serve” Latinx students in STEM fields at HSRIs.
随着美国拉美裔学生人数的增长,越来越多的公立研究密集型机构正在成为拉美裔服务研究机构(HSRIs)。本探索性定性研究探讨了拉美裔学生在 HSRI 的经历,特别是在他们面临代表性不足和被排挤的 STEM 领域。本研究有两个目标:(1) 调查导致拉美裔学生在高等教育研究所的 STEM 领域被挤出的制度因素;(2) 为提高高等教育研究所的拉美裔学生在 STEM 领域的保留率提出建议。通过对加利福尼亚州一所公立四年制高等研究院的调查,发现了导致拉丁裔学生退出 STEM 的三个关键因素:(1) 与基于理论的 STEM 课程脱节;(2) 不支持和忙于研究的环境;(3) STEM 身份剥离造成的心理伤害。作者提出了有针对性的干预建议,以真正 "服务 "在高等科学研究学院 STEM 领域学习的拉美裔学生。
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引用次数: 0
Computational Thinking and Modeling: A Quasi-Experimental Study of Learning Transfer 计算思维与建模:学习迁移的准实验研究
IF 3 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-09-05 DOI: 10.3390/educsci14090980
Line Have Musaeus, Peter Musaeus
This quasi-experimental study investigated the impact of computational learning activities on high school students’ computational thinking (CT) and computational modeling (CM) skills. High school students (n = 90) aged 16 to 19 engaged in activities using computer models versus textbook-based models in mathematics and social science. The results indicated that students using computer models showed significant improvements in CT and CM skills compared to their peers in conventional learning settings. However, a potential ceiling effect in the CT assessments suggests that the test may not fully capture the extent of skill development. These findings highlight the importance of integrating computational learning activities in education, as they enhance students’ abilities to apply these skills beyond the classroom.
这项准实验研究调查了计算学习活动对高中生计算思维(CT)和计算建模(CM)技能的影响。16 至 19 岁的高中生(n = 90)参加了使用计算机模型与基于教科书模型的数学和社会科学活动。结果表明,与传统学习环境中的同龄人相比,使用计算机模型的学生在 CT 和 CM 技能方面有显著提高。然而,CT 评估中潜在的天花板效应表明,测试可能无法完全反映技能发展的程度。这些研究结果突显了将计算学习活动融入教育的重要性,因为它们能提高学生将这些技能应用到课堂之外的能力。
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引用次数: 0
Learning/Earning: Characteristics of Student Work and Its Impact on Academic Careers at a Regional Hungarian University 学习/学习:匈牙利地区大学学生作业的特点及其对学术生涯的影响
IF 3 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-09-05 DOI: 10.3390/educsci14090981
Zsófia Kocsis, Gabriella Pusztai
Research on the effect of student work on academic achievement has produced inconsistent results, and Hungarian domestic research on the subject is scarce. Our research aims to contribute to the discussion. We hypothesize that student work has a beneficial effect on students’ academic achievement. The target group is the full-time, working students at the regional Hungarian university (n = 538). By clustering students based on three variables (motivation, alignment of work with studies, and working hours), we separated three distinct student groups: disadvantaged/income-oriented, ambitious, and utilitarian/leisure-oriented. Disadvantaged/income-oriented students work for financial reasons and work a large number of hours. Ambitious students work fewer hours, and they work to fulfil their professional aspirations. The utilitarian/leisure-oriented cluster is the only group whose members work because it is a useful way of spending leisure time as well as an opportunity to obtain money for other free-time activities. With the help of the achievement index, we detected further differences between the student clusters. Students in the disadvantaged/income-oriented cluster do not have high academic scores and do not take part in extracurricular activities. They are more likely to interrupt their studies, mainly for financial reasons and because of work. The achievement was not affected by students’ social status indicators such as parents’ educational attainment or labor market position; it is contact with faculty and performing work related to studies that have the most explanatory power.
关于学生作业对学业成绩影响的研究结果并不一致,匈牙利国内关于这一主题的研究也很少。我们的研究旨在为相关讨论做出贡献。我们假设学生工作对学生的学业成绩有好处。研究对象是匈牙利地区大学的全日制勤工俭学学生(n = 538)。通过根据三个变量(学习动机、工作与学习的一致性和工作时间)对学生进行分组,我们划分出了三个不同的学生群体:弱势/收入导向型、雄心勃勃型和功利/休闲导向型。处境不利/收入导向型学生出于经济原因而工作,工作时间较长。有抱负的学生工作时间较少,他们工作是为了实现自己的职业抱负。功利型/休闲导向型群组是唯一的一个群组,其成员工作的原因是,工作是打发闲暇时 间的一种有用方式,也是获得资金用于其他业余活动的机会。在成绩指数的帮助下,我们发现了学生组群之间的进一步差异。弱势/收入导向群组的学生学习成绩不高,也不参加课外活动。他们更有可能中断学业,主要是由于经济原因和工作原因。学业成绩不受学生社会地位指标的影响,如父母的教育程度或劳动力市场地位;与教师的接触和从事与学业有关的工作才最有解释力。
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引用次数: 0
Intellectual Curiosity as a Mediator between Teacher–Student Relationship Quality and Emirati Science Achievement in PISA 2022 求知欲是 2022 年国际学生评估项目(PISA)中师生关系质量与阿联酋科学成就之间的调解因素
IF 3 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-09-04 DOI: 10.3390/educsci14090977
Nagla Ali, Othman Abu Khurma, Adeeb Jarrah
This study investigates the mediating role of intellectual curiosity (IC) in the relationship between teacher–student relationship quality (TSR) and science achievement among Emirati early adolescents. The objectives were to assess TSR’s predictive power on science achievement, evaluate IC’s impact on science achievement, examine the combined effect of TSR and IC, and investigate IC’s mediating role. Data from 17,475 valid cases in the PISA dataset were analyzed using Jeremy Hayes’ PROCESS macro, multiple regression models, and bootstrapping with 5000 resamples. The results indicated that TSR significantly and directly affects IC, which in turn positively influences science achievement. TSR’s direct effects on science achievement varied across cases, but IC consistently showed strong positive effects on science achievement, underscoring its critical role as a predictor of academic success. IC was found to significantly mediate the relationship between TSR and student performance. The findings suggest that enhancing both TSR and IC is essential for student success in science. The study’s implications for educational practices and policies include developing teacher training programs focused on building strong relationships with students and fostering intellectual curiosity through questioning and problem-solving. Specifically, educators should focus on skills and strategies for interacting with students, showing empathy, and forming strong relationships. Implementing ongoing practices that emphasize the intellectual aspects of learning can help students build curiosity, thereby improving their academic performance. The study provides valuable insights into the interactions between TSR and IC and their impact on students’ academic outcomes.
本研究调查了求知欲(IC)在阿联酋青少年师生关系质量(TSR)和科学成就之间的中介作用。研究目的是评估 TSR 对科学成绩的预测能力,评估 IC 对科学成绩的影响,考察 TSR 和 IC 的综合效应,以及 IC 的中介作用。我们使用杰里米-海耶斯的 PROCESS 宏、多元回归模型和 5000 个重样的引导法对 PISA 数据集中 17475 个有效案例的数据进行了分析。结果表明,TSR 对 IC 有明显的直接影响,而 IC 又对科学成绩有积极影响。TSR 对科学成绩的直接影响在不同情况下各不相同,但 IC 始终对科学成绩表现出强烈的正向影响,突出了其作为学业成功预测因子的关键作用。研究发现,集成电路对 TSR 和学生成绩之间的关系起着重要的中介作用。研究结果表明,提高 TSR 和 IC 对学生在科学领域取得成功至关重要。该研究对教育实践和政策的启示包括:制定教师培训计划,重点是与学生建立牢固的关系,并通过提问和解决问题培养学生的求知欲。具体来说,教育工作者应重点关注与学生互动、表达同理心和建立牢固关系的技能和策略。持续开展强调学习智力方面的实践活动可以帮助学生培养好奇心,从而提高他们的学习成绩。本研究就 TSR 和 IC 之间的相互作用及其对学生学业成绩的影响提供了宝贵的见解。
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引用次数: 0
Writing with AI: What College Students Learned from Utilizing ChatGPT for a Writing Assignment 用人工智能写作:大学生从利用 ChatGPT 完成写作任务中学到的东西
IF 3 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2024-09-04 DOI: 10.3390/educsci14090976
Changzhao Wang, Stephen J. Aguilar, Jennifer S. Bankard, Eric Bui, Benjamin Nye
To support the integration of AI in education, this empirical study investigated what lessons college students learned from using Generative AI for writing. We recruited 47 students in the United States from a university writing course. Students completed an assignment in which they used Generative AI tools (e.g., ChatGPT) to draft an application letter or personal statement. Data were collected using a survey of five open-ended questions about their writing process, what worked, what did not work, how to better write with AI, and general lessons learned. We applied thematic analysis and sentiment analysis methods to analyze students’ responses. Results show that (1) students went through multiple rounds of prompting; (2) students identified strengths of AI, such as connection to topic, template generation, and sentence quality; (3) the weaknesses of AI included general language, robotic tone and lacking emotion, lacking personal voice, and lacking critical thinking; (4) students wished to improve AI-generated writing by adding personal stories, connections to posting, feelings and thoughts, and deleting repetitive language; and (5) their overall attitudes toward AI tool were positive. We believe our findings can help relieve some concerns about cheating with AI. We also suggested strategies to regulate the use of AI.
为了支持将人工智能融入教育,本实证研究调查了大学生从使用生成式人工智能写作中学到了哪些经验。我们从美国一所大学的写作课程中招募了 47 名学生。学生们完成了一项作业,使用生成式人工智能工具(如 ChatGPT)起草申请信或个人陈述。我们通过五道开放式问题的调查来收集数据,这些问题涉及他们的写作过程、哪些有效、哪些无效、如何更好地使用人工智能写作以及一般经验教训。我们采用主题分析和情感分析方法对学生的回答进行了分析。结果显示:(1) 学生经历了多轮提示;(2) 学生发现了人工智能的优点,如与主题的联系、模板生成和句子质量;(3) 人工智能的缺点包括语言笼统、机器人语气和缺乏情感、缺乏个人声音和缺乏批判性思维;(4) 学生希望通过添加个人故事、与张贴内容的联系、情感和想法以及删除重复性语言来改进人工智能生成的写作;(5) 他们对人工智能工具的总体态度是积极的。我们相信,我们的研究结果有助于减轻学生对人工智能作弊的担忧。我们还提出了规范人工智能使用的策略。
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引用次数: 0
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