关键词

人工智能,教育,当代,电子学习,在线教学,深度学习

摘要

“人工智能”一词是 1956 年在Dartmouth College的一次会议上创造的。从那时起,它经历了不断的发展并取得了显着的发展。与该术语相关的杰出先驱包括 John McCarthy、Marvin Minsky、Allen Newell 和 Herbert A. Simon。在充满活力的数字时代,人工智能在教育中的应用在全球范围内急剧增加。本研究的目的是通过文献计量分析人工智能在当代教育中的应用。该方法包含三个基础数据库文章的prisma: Scopus (n=390)、Mendeley (n=113) 和 Science Direct (n=3594),总共有 4097 篇英语和西班牙语文章。我们对近期文献的系统评价采用混合的、定量的和定性的方法,根据目标使用各种研究范式,得出人工智能正在通过提供个性化和高效的解决方案来改善学生的学习,从而彻底改变教育。研究的主要结论指出,在当代教育中,学生是受人工智能影响最大的群体之一。此外,教师的人文智慧起着根本性的作用,因为他们调整自己的方法以利用新技术。最后,值得注意的是,学校和大学做出的决定支持基于技术的新教育模式。

查看信息图

参考资料

Ahmed, A., Aziz, S., Qidwai, U., Farooq, F., Shan, J., Subramanian, M., Chouchane, L., EINatour, R., Abd-Alrazaq, A., Pandas, S., & Sheikh, J. (2022). Wearable artificial intelligence for assessing physical activity in high school children. Sustainability, 15(1), 638. https://doi.org/10.3390/su15010638

Link DOI | Link Google Scholar

Alhumaid, K., Naqbi, S.A., Elsori, D., & Mansoori, M.A. (2023). The adoption of artificial intelligence applications in education. International Journal of Data and Network Science, 7(1), 457-466. https://doi.org/10.5267/j.ijdns.2022.8.013

Link DOI | Link Google Scholar

Allaoua-Chelloug, S., Ashfaq, H., Alsuhibany, S., Shorfuzzaman, M., Alsufyani, A., Jalal, A., & Park, J. (2023). Real objects understanding using 3D haptic virtual reality for e-learning education. Computers, Materials & Continua, 74(1), 1607-1624. https://doi.org/10.32604/cmc.2023.032245

Link DOI | Link Google Scholar

Aloisi, C. (2023). The future of standardised assessment: Validity and trust in algorithms for assessment and scoring. European Journal of Education, 58(1), 98-110. https://doi.org/10.1111/ejed.12542

Link DOI | Link Google Scholar

Arbelaez-Ossa, L., Rost, M., Lorenzini, G., Shaw, D.M., & Elger, B.S. (2023). A smarter perspective: Learning with and from AI-cases. Artificial Intelligence in Medicine, 135, 102458. https://doi.org/10.1016/j.artmed.2022.102458

Link DOI | Link Google Scholar

Aria, M., & Cuccurullo, C. (2017). Bibliometrix: An R-tool for comprehensive science mapping analysis. Journal of Informetrics, 11(4), 959-975. https://doi.org/10.1016/j.joi.2017.08.007

Link DOI | Link Google Scholar

Bañeres, D., Rodríguez-González, M.E., Guerrero-Roldán, A.E., & Cortadas, P. (2023). An early warning system to identify and intervene online dropout learners. International Journal of Educational Technology in Higher Education, 20(1), 1-25. https://doi.org/10.1186/s41239-022-00371-5

Link DOI | Link Google Scholar

Cerqueira, J.M., Cleto, B., Moura, J.M., Sylla, C., & Ferreira, L. (2023). Potentiating learning through augmented reality and serious games. In A.Y.C. Nee & S.K. Ong (eds), Springer Handbook of Augmented Reality (pp. 369-390). Springer. https://doi.org/10.1007/978-3-030-67822-7_15

Link DOI | Link Google Scholar

Chai, C.S., Chiu, T.K.F., Wang, X., Jiang, F., & Lin, X.F. (2023). Modeling Chinese Secondary School students’ behavioral intentions to learn artificial intelligence with the theory of planned behavior and self-determination theory. Sustainability, 15(1), 605. https://doi.org/10.3390/su15010605

Link DOI | Link Google Scholar

Dabbous, A., & Boustani, N.M. (2023). Digital explosion and entrepreneurship education: Impact on promoting entrepreneurial intention for business students. Journal of Risk and Financial Management, 16(1), 27-48. https://doi.org/10.3390/jrfm16010027

Link DOI | Link Google Scholar

Dong, Y. (2022). Application of artificial intelligence software based on semantic web technology in english learning and teaching. Journal of Internet Technology, 23(1), 143-152. https://doi.org/10.53106/160792642022012301015

Link DOI | Link Google Scholar

Ednie, G., Kapoor, T., Koppel, O., Piczak, M.L., Reid, J.L., Murdoch, A.D., Cook, C.N., Sutherland, W.J., & Cooke, S.J. (2022). Foresight science in conservation: Tools, barriers, and mainstreaming opportunities. Ambio, 52(2), 411-424. https://doi.org/10.1007/s13280-022-01786-0

Link DOI | Link Google Scholar

Flores-Vivar, J., & García-Peñalvo, F. (2023). Reflexiones sobre la ética, potencialidades y desafíos de la inteligencia artificial en el marco de una educación de calidad (ODS4). [Reflexiones sobre la ética, potencialidades y desafíos de la IA en el marco de la Educación de Calidad (ODS4)]. Comunicar, 74, 37-47. https://doi.org/10.3916/C74-2023-03

Link DOI | Link Google Scholar

García-Orosa, B., Canavilhas, J., & Vázquez-Herrero, J. (2023). Algorithms and communication: A systematized literature review. [Algoritmos y comunicación: Revisión sistematizada de la literatura]. Comunicar, 74, 9-21. https://doi.org/10.3916/C74-2023-01

Link DOI | Link Google Scholar

Hinojo-Lucena, F., Aznar-Díaz, I., Cáceres-Reche, M., & Romero-Rodríguez, J. (2019). Artificial intelligence in higher education: A bibliometric study on its impact in the scientific literature. Education Sciences, 9(1), 51-60. https://doi.org/10.3390/educsci9010051

Link DOI | Link Google Scholar

Ho, M., Le, N., Mantello, P., Ho, M., & Ghotbi, N. (2023). Understanding the acceptance of emotional artificial intelligence in japanese healthcare system: A cross-sectional survey of clinic visitors’ attitude. Technology in Society, 72, 102-166. https://doi.org/10.1016/j.techsoc.2022.102166

Link DOI | Link Google Scholar

Hort, M., Moussa, R., & Sarro, F. (2023). Multi-objective search for gender-fair and semantically correct word embeddings. Applied Soft Computing, 133, 109916. https://doi.org/10.1016/j.asoc.2022.109916

Link DOI | Link Google Scholar

Hu, Y., Fu, J.S., & Yeh, H. (2023). Developing an early-warning system through robotic process automation: Are intelligent tutoring robots as effective as human teachers? Interactive Learning Environments, 1-14. https://doi.org/10.1080/10494820.2022.2160467

Link DOI | Link Google Scholar

Hua-Hu, K. (2023). An exploration of the key determinants for the application of AI-enabled higher education based on a hybrid soft-computing technique and a DEMATEL approach. Expert Systems with Applications, 212, 118-762. https://doi.org/10.1016/j.eswa.2022.118762

Link DOI | Link Google Scholar

Huang, A.Y.Q., Lu, O.H.T., & Yang, S.J.H. (2023). Effects of artificial Intelligence–enabled personalized recommendations on learners’ learning engagement, motivation, and outcomes in a flipped classroom. Computers and Education, 194, 104684. https://doi.org/10.1016/j.compedu.2022.104684

Link DOI | Link Google Scholar

Hussain, A. (2023). Use of artificial intelligence in the library services: prospects and challenges. Library Hi Tech News, 40(2), 15-17. https://doi.org/10.1108/LHTN-11-2022-0125

Link DOI | Link Google Scholar

Kaur, D., Uslu, S., Rittichier, K.J., & Durresi, A. (2022). Trustworthy artificial intelligence: A review. ACM Computing Surveys, 55(2), 1-38. https://doi.org/10.1145/3491209

Link DOI | Link Google Scholar

King, M.R., & chatGPT. (2023). A conversation on artificial intelligence, chatbots, and plagiarism in higher education. Cellular and Molecular Bioengineering, 16(1), 1-2. https://doi.org/10.1007/s12195-022-00754-8

Link DOI | Link Google Scholar

Lahza, H., Khosravi, H., & Demartini, G. (2023). Analytics of learning tactics and strategies in an online learnersourcing environment. Journal of Computer Assisted Learning, 39(1), 94-112. https://doi.org/10.1111/jcal.12729

Link DOI | Link Google Scholar

Li, C., Zheng, P., Yin, Y., Wang, B., & Wang, L. (2023). Deep reinforcement learning in smart manufacturing: A review and prospects. CIRP Journal of Manufacturing Science and Technology, 40, 75-101. https://doi.org/10.1016/j.cirpj.2022.11.003

Link DOI | Link Google Scholar

Matthew, J., Pagea, J.E., McKenziea, P.M., Bossuyt, P.M., Boutron, I., Hoffmann, T.C., Mulrow, C.D., Shamseer, L., Tetzlaff, J.M., Akl, E.A., Brennan, S.E., Chou, R., Glanville, J., Grimshaw, J.M., Hróbjartsson, A., Lalu, M.M., Li, T., Loder, E.W., Mayo-Wilson, E., McDonald, S., McGuiness, L.A., … Moher, D. (2021). Declaración PRISMA 2020: Una guía actualizada para la publicación de revisiones sistemáticas. Revista Española de Cardiología, 74(9), 790-799. https://doi.org/10.1016/j.recesp.2021.06.016

Link DOI | Link Google Scholar

Ouyang, F., Wu, M., Zheng, L., Zhang, L., & Jiao, P. (2023). Integration of artificial intelligence performance prediction and learning analytics to improve student learning in online engineering course. International Journal of Educational Technology in Higher Education, 20(1), 4. https://doi.org/10.1186/s41239-022-00372-4

Link DOI | Link Google Scholar

Picciano, A.G. (2019). Artificial intelligence and the academy’s loss of purpose. Online Learning Journal, 23(3), 270-284. https://doi.org/10.24059/olj.v23i3.2023

Link DOI | Link Google Scholar

Sayed, B.T., Madanan, M., & Biju, N. (2023). An efficient artificial intelligence-based educational data mining approach for higher education and early recognition system. SN Computer Science, 4(2), 130. https://doi.org/10.1007/s42979-022-01562-7

Link DOI | Link Google Scholar

Shen, C., & Tan, Y. (2023). Effect evaluation model of computer aided physical education teaching and training based on artificial intelligence. Computer-Aided Design and Applications, 20(S5), 106-115. https://doi.org/10.14733/cadaps.2023.S5.106-115

Link DOI | Link Google Scholar

Sun, F., & Ye, R. (2023). Moral considerations of artificial intelligence. Science and Education, 32(1), 1-17. https://doi.org/10.1007/s11191-021-00282-3

Link DOI | Link Google Scholar

Tongkachok, K., Ali, B.M., Ganguly, M., Kumar, S., Malathi, M., & Subramanian, M. (2023). A detailed exploration of artificial intelligence and digital education and its sustainable impact on the youth of society. In S. Yadav., A. Haleem, P.K. Arora., & H. Kumar, H. (eds), Proceedings of Second International Conference in Mechanical and Energy Technology (pp. 139-146). Springer. https://doi.org/10.1007/978-981-19-0108-9_15

Link DOI | Link Google Scholar

Ursani, Z., & Ursani, A.A. (2023). The theory of probabilistic hierarchical learning for classification. Annals of Emerging Technologies in Computing, 7(1), 61-74. https://doi.org/10.33166/AETiC.2023.01.005

Link DOI | Link Google Scholar

Vila, E.M.S., & Penín, M.L. (2007). Introduction to special issue AI techniches applied in education. Inteligencia Artificial, 11(33), 7-12. https://doi.org/10.4114/ia.v11i33.914 

Link DOI | Link Google Scholar

Wang, X., Liu, Q., Pang, H., Tan, S.C., Lei, J., Wallace, M.P., & Li, L. (2023). What matters in AI-supported learning: A study of human-AI interactions in language learning using cluster analysis and epistemic network analysis. Computers and Education, 194, 104703. https://doi.org/10.1016/j.compedu.2022.104703

Link DOI | Link Google Scholar

Zhen, R., Song, W., He, Q., Cao, J., Shi, L., & Luo, J. (2023). Human-computer interaction system: A survey of talking-head generation. Electronics, 12(1), 218-239. https://doi.org/10.3390/electronics12010218

Link DOI | Link Google Scholar

Zhou, W. (2023). The development system of local music teaching materials based on deep learning. Optik, 273, 170421. https://doi.org/10.1016/j.ijleo.2022.170421

Link DOI | Link Google Scholar

Crossmark

技术信息

收到: 09-02-2023

修订: 25-03-2023

公认: 02-05-2023

OnlineFirst: 30-06-2023

发布日期: 01-10-2023

文章修改时间: 44 天 | 期刊编号的平均时间修订 77: 31 天

文章接受时间: 81 天 | 期刊编号的平均接受时间 77: 75 天

预印本编辑时间: 188 天 | 期刊编号的平均编辑时间预印 77: 182 天

文章编辑时间: 233 天 | 期刊编号的平均编辑时间 77: 227 天

度量

这篇文章的度量

浏览次数: 47679

对摘要的解读: 45488

PDF下载: 2191

的全部指标 77

浏览次数: 459354

对摘要的解读: 446372

PDF下载: 12982

被引用

引述 Web of Science

目前没有引用这个文件

引述 Scopus

目前没有引用这个文件

引述 Google Scholar

Incidencias de la inteligencia artificial en la educación MAT De La Cruz, EMM Benites, CGC Cachinelli… - RECIMUNDO, 2023 - recimundo.com

https://recimundo.com/index.php/es/article/view/2045

下载

替代指标

如何引用

Sanabria-Navarro, J., Silveira-Pérez, Y., Pérez-Bravo, D., & de-Jesús-Cortina-Núñez, M. (2023). Incidences of artificial intelligence in contemporary education. [Incidencias de la inteligencia artificial en la educación contemporánea]. Comunicar, 77, 97-107. https://doi.org/10.3916/C77-2023-08

分享

           

Oxbridge Publishing House

4 White House Way

B91 1SE Sollihul United Kingdom

行政管理

编辑部

Creative Commons

本网站使用cookies来获取用户导航的统计数据。如果您继续浏览,我们认为您接受其使用。 +info X