高等教育中学生对人工智能聊天机器人认知的现象学探索

Q3 Social Sciences
Soniya Antony, R. Ramnath
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引用次数: 0

摘要

本研究考察了人工智能聊天机器人作为一种交流媒介对高等教育中学生参与和支持的影响。本研究采用定性方法和解释现象学分析(IPA)作为研究方法,采用深度半结构化访谈。有目的抽样从印度喀拉拉邦的高等教育中选择了11名参与者。数据分析遵循系统文本考虑(STC),这是一个五步过程,包括框架意义单位,浓缩意义单位,编码,创建子主题和派生主题。通过探索与UTAUT2结构一致的主题,对影响学生参与和支持的因素有了全面的了解。总共确定了八个主题,包括“有效性和局限性”、“超越”、“丰富”、“优化”、“协同”、“简化沟通”、“参与+人工智能”和“改进”。这些主题为人工智能聊天机器人在促进有效沟通、加强参与和提供及时支持方面的变革潜力提供了令人信服的证据。研究结果对高等教育机构具有重要的实际意义。利用人工智能聊天机器人,大学和机构可以通过有效的沟通、个性化的推荐和简化的互动来提高学生的参与度和支持度。这些聊天机器人提供了快速帮助和人类专业知识之间的平衡,优化了日常任务和复杂的查询。此外,解决安全和隐私问题对于促进信任和成功集成至关重要。总的来说,拥抱人工智能聊天机器人可以改变教育体验,使其更高效、更有吸引力,并为高等教育中的学生提供支持。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Phenomenological Exploration of Students’ Perceptions of AI Chatbots in Higher Education
This study examines the impact of AI chatbots as a communication medium on student engagement and support in higher education. The qualitative method and Interpretative Phenomenological Analysis (IPA) were employed as the research approach, utilizing in-depth semi-structured interviews. Purposive sampling was used to select 11 participants from the state of Kerala, India, in higher education. Data analysis followed the Systematic Text Consideration (STC), a five-step process, including framing meaning units, condensing meaning units, coding, creating sub-themes, and deriving themes. By exploring themes aligned with the UTAUT2 constructs, a comprehensive understanding of the factors influencing student engagement and support was achieved. A total of eight themes were identified, encompassing “Effectiveness and Limitations,” “Beyond,” “Enrichment,” “Optimization,” “Synergize,” “Streamlining Communication,” “Engage+AI,” and “Refine.” These themes provided compelling evidence of the transformative potential of AI chatbots in facilitating effective communication, enhancing engagement, and offering timely support. The study’s results carry significant practical implications for higher education institutions. Embracing AI chatbots, universities and institutions can enhance student engagement and support through efficient communication, personalized recommendations, and streamlined interactions. These chatbots offer a balance between quick assistance and human expertise, optimizing both routine tasks and complex inquiries. Additionally, addressing security and privacy concerns is crucial to fostering trust and successful integration. Overall, embracing AI chatbots can transform the educational experience, making it more efficient, engaging, and supportive for students in higher education.
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来源期刊
IAFOR Journal of Education
IAFOR Journal of Education Social Sciences-Education
CiteScore
2.70
自引率
0.00%
发文量
18
审稿时长
4 weeks
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