The Future of Learning: Large Language Models through the Lens of Students

被引：1

作者：

Zhang, He ^{[1
]}

Xie, Jingyi ^{[1
]}

Wu, Chuhao ^{[1
]}

Cai, Jie ^{[1
]}

Kim, ChanMin ^{[2
]}

Carroll, John M. ^{[1
]}

机构：

[1] Penn State Univ, Coll Informat Sci & Technol, University Pk, PA 16802 USA

[2] Penn State Univ, Coll Educ, University Pk, PA 16802 USA

来源：

PROCEEDINGS OF 2024 25TH ANNUAL CONFERENCE ON INFORMATION TECHNOLOGY EDUCATION, SIGITE 2024 | 2024年

关键词：

Large language models; ChatGPT; education; qualitative; incidental learning;

D O I：

10.1145/3686852.3687069

中图分类号：

G40 [教育学];

学科分类号：

040101 ; 120403 ;

摘要：

As Large-Scale Language Models (LLMs) continue to evolve, they demonstrate significant enhancements in performance and an expansion of functionalities, impacting various domains, including education. In this study, we conducted interviews with 14 students to explore their everyday interactions with ChatGPT. Our preliminary findings reveal that students grapple with the dilemma of utilizing ChatGPT's efficiency for learning and information seeking, while simultaneously experiencing a crisis of trust and ethical concerns regarding the outcomes and broader impacts of ChatGPT. The students perceive ChatGPT as being more "human-like" compared to traditional AI. This dilemma, characterized by mixed emotions, inconsistent behaviors, and an overall positive attitude towards ChatGPT, underscores its potential for beneficial applications in education and learning. However, we argue that despite its human-like qualities, the advanced capabilities of such intelligence might lead to adverse consequences. Therefore, it's imperative to approach its application cautiously and strive to mitigate potential harms in future developments.

引用

页码：12 / 18

页数：7

共 51 条

[1] Peeking Inside the Black-Box: A Survey on Explainable Artificial Intelligence (XAI) [J].

Adadi, Amina ;

Berrada, Mohammed .

IEEE ACCESS, 2018, 6 :52138-52160

[2] Exploring factors influencing the acceptance of ChatGPT in higher education: A smart education perspective [J].

Almogren, Abeer S. ;

Al-Rahmi, Waleed Mugahed ;

Dahri, Nisar Ahmed .

HELIYON, 2024, 10 (11)

[3]

[Anonymous], 1992, International Journal of Lifelong Learning, DOI [DOI 10.1080/0260137920110403, 10.1080/0260137920110403]

[4]

Augenstein I, 2023, Arxiv, DOI arXiv:2310.05189

[5]

Bang Y, 2023, Arxiv, DOI [arXiv:2302.04023, 10.48550/arXiv.2302.04023]

[6]

Benabdallah Gabrielle, 2021, P 2021 CHI C HUM FAC, DOI [10.1145, DOI 10.1145/3411764.3445450]

[7]

Carroll John M., 2022, ACM Interactions, V29, P73, DOI 10.1145/3538392

[8] Theorizing mobility in community networks [J].

Carroll, John M. ;

Rosson, Mary Beth .

INTERNATIONAL JOURNAL OF HUMAN-COMPUTER STUDIES, 2008, 66 (12) :944-962

[9]

Chao P, 2024, Arxiv, DOI arXiv:2310.08419

[10]

Clarke Victoria, 2015, QUALITATIVE PSYCHOL, V3, P222

← 1 2 3 4 5 6 →