The effects of artificial intelligence applications in educational settings: Challenges and strategies

被引:50
作者
Ali, Omar [1 ]
Murray, Peter A. [2 ]
Momin, Mujtaba [3 ]
Dwivedi, Yogesh K. [4 ,5 ]
Malik, Tegwen [6 ]
机构
[1] Abdullah Al Salem Univ, Coll Business & Entrepreneurship, Khaldiya, Kuwait
[2] Univ Southern Queensland, Toowoomba, Qld 4350, Australia
[3] Amer Univ Middle East, Coll Business Adm, Egaila 54200, Kuwait
[4] Swansea Univ, Sch Management, Digital Futures Sustainable Business & Soc Res Grp, Bay Campus, Swansea, Wales
[5] Symbiosis Int Deemed Univ, Pune, Maharashtra, India
[6] Swansea Univ, Sch Management, Swansea SA1 8EN, Wales
关键词
ChatGPT; Artificial intelligence; Challenges; Strategies; Education sector; EVALUATION SYSTEM; KNOWLEDGE; QUALITY; ISSUES;
D O I
10.1016/j.techfore.2023.123076
中图分类号
F [经济];
学科分类号
02 ;
摘要
With the continuous intervention of AI tools in the education sector, new research is required to evaluate the viability and feasibility of extant AI platforms to inform various pedagogical methods of instruction. The current manuscript explores the cumulative published literature to date in order to evaluate the key challenges that influence the implications of adopting AI models in the Education Sector. The researchers' present works both in favour and against AI-based applications within the Academic milieu. A total of 69 articles from a 618-article population was selected from diverse academic journals between 2018 and 2023. After a careful review of selected articles, the manuscript presents a classification structure based on five distinct dimensions: user, operational, environmental, technological, and ethical challenges. The current review recommends the use of ChatGPT as a complementary teaching-learning aid including the need to afford customized and optimized versions of the tool for the teaching fraternity. The study addresses an important knowledge gap as to how AI models enhance knowledge within educational settings. For instance, the review discusses interalia a range of AI-related effects on learning from the need for creative prompts, training on diverse datasets and genres, incorporation of human input and data confidentiality and elimination of bias. The study concludes by recommending strategic solutions to the emerging challenges identified while summarizing ways to encourage wider adoption of ChatGPT and other AI tools within the education sector. The insights presented in this review can act as a reference for policymakers, teachers, technology experts and stakeholders, and facilitate the means for wider adoption of ChatGPT in the Education sector more generally. Moreover, the review provides an important foundation for future research.
引用
收藏
页数:18
相关论文
共 185 条
[41]   Social companionship with artificial intelligence: Recent trends and future avenues [J].
Chaturvedi, Rijul ;
Verma, Sanjeev ;
Das, Ronnie ;
Dwivedi, Yogesh K. .
TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE, 2023, 193
[42]   Crisis Management, School Leadership in Disruptive Times and the Recovery of Schools in the Post COVID-19 Era: A Systematic Literature Review [J].
Chatzipanagiotou, Paraskevi ;
Katsarou, Eirene .
EDUCATION SCIENCES, 2023, 13 (02)
[43]   Gated recurrent unit based recurrent neural network for remaining useful life prediction of nonlinear deterioration process [J].
Chen Jinglong ;
Jing Hongjie ;
Chang Yuanhong ;
Liu Qian .
RELIABILITY ENGINEERING & SYSTEM SAFETY, 2019, 185 :372-382
[44]  
Chen N., 2021, Aggression and Violent Behavior, DOI [10.1016/j.avb.2021.101632, DOI 10.1016/J.AVB.2021.101632]
[45]  
Chen X., 2020, Computers and Education: Artificial Intelligence, V1, P100002, DOI [10.1016/j.caeai.2020.100002, 10.1016/j.caeai.2020.100002 10.1016/j.caeai.2020.100002, DOI 10.1016/J.CAEAI.2020.100002]
[46]   Artificial Intelligence (AI) Student Assistants in the Classroom: Designing Chatbots to Support Student Success [J].
Chen, Yu ;
Jensen, Scott ;
Albert, Leslie J. ;
Gupta, Sambhav ;
Lee, Terri .
INFORMATION SYSTEMS FRONTIERS, 2023, 25 (01) :161-182
[47]   A Comprehensive Survey of Knowledge Graph-Based Recommender Systems: Technologies, Development, and Contributions [J].
Chicaiza, Janneth ;
Valdiviezo-Diaz, Priscila .
INFORMATION, 2021, 12 (06)
[48]   User-Chatbot Conversations During the COVID-19 Pandemic: Study Based on Topic Modeling and Sentiment Analysis [J].
Chin, Hyojin ;
Lima, Gabriel ;
Shin, Mingi ;
Zhunis, Assem ;
Cha, Chiyoung ;
Choi, Junghoi ;
Cha, Meeyoung .
JOURNAL OF MEDICAL INTERNET RESEARCH, 2023, 25
[49]   Good Proctor or “Big Brother”? Ethics of Online Exam Supervision Technologies [J].
Coghlan S. ;
Miller T. ;
Paterson J. .
Philosophy & Technology, 2021, 34 (4) :1581-1606
[50]   Examining Science Education in ChatGPT: An Exploratory Study of Generative Artificial Intelligence [J].
Cooper, Grant .
JOURNAL OF SCIENCE EDUCATION AND TECHNOLOGY, 2023, 32 (03) :444-452