Welcome to Scholar Publishing Group

International Journal of Educational Innovation and Science, 2020, 1(3); doi: 10.38007/IJEIS.2020.010305.

The Current Situation and Countermeasures of English Teaching in the Era of Artificial Intelligence 2.0

Author(s)

Yanhua Yang

Corresponding Author:
Yanhua Yang
Affiliation(s)

Library of Shandong Transport Vocational College, Shandong, China

Abstract

Apply artificial intelligence to the field of education, and use big data analysis technology to extract educational data to test the effectiveness of education and diagnose educational problems; improve education management by assisting education administrators to implement general supervision, and transform traditional experience-based management into intelligent and scientific management to improve management efficiency. Among other things, intelligent analysis of digital images, assessment of learner behavior, individual educational problem solving, and helping science teachers with educational decision-making are being developed for learners. Provide diagnostic feedback on education through artificial intelligence, improve educational efficiency, and then provide innovative solutions for educational organizations, learning activities, etc. This paper conducts a series of studies on how artificial intelligence can be better applied to English teaching, and summarizes the relevant technical background; this paper proposes a GNN-based personalized English learning knowledge graph and an expert system-based English-assisted teaching system. It also conducted a questionnaire survey of teachers in several high schools to understand the basic situation of teachers using artificial intelligence in teaching. The survey found that the correlation coefficient between teachers' utilization rate of artificial intelligence technology and constraints was -0.58, and the test value was P<0.01. Based on the results of the questionnaire survey, suggestions for improvement were put forward.

Keywords

Artificial Intelligence, Informatization 2.0 Era, Current Situation and Countermeasures of English Teaching, Informatization Teaching

Cite This Paper

Yanhua Yang. The Current Situation and Countermeasures of English Teaching in the Era of Artificial Intelligence 2.0. International Journal of Educational Innovation and Science (2020), Vol. 1, Issue 3: 56-73. https://doi.org/10.38007/IJEIS.2020.010305.

References

[1] Li H, Chen B, Li J, et al. Status, problems and countermeasures of artificial intelligence application in medical education. Chinese Journal of Evidence-Based Medicine, 2020, 20(9):1092-1097.

[2] Xiao H. Research and practice on college english teaching reform in information technology environment. Revista de la Facultad de Ingenieria, 2017, 32(13):834-838.

[3] Yi B, Mandal D. English teaching practice based on artificial intelligence technology. Journal of Intelligent and Fuzzy Systems, 2019, 37(1):1-11.

[4] Yingjie S, Qingshui Q, Ruiqing G. Construction of the classroom teaching capability system of English teachers based on an artificial intelligence environment. Agro Food Industry Hi Tech, 2017, 28(1):511-515.

[5] Li X. The construction of intelligent English teaching model based on artificial intelligence. International Journal of Emerging Technologies in Learning (iJET), 2017, 12(12):35-44.

[6] Liang X, Lv H, Liu J, et al. Reform of English interactive teaching mode based on cloud computing artificial intelligence – a practice analysis. Journal of Intelligent and Fuzzy Systems, 2020, 40(5):1-13.

[7] Huang J, Saleh S, Liu Y. Promotion of Artificial Intelligence Technology in the Teaching of Biochemistry. International Journal of Learning in Higher Education, 2021, 28(1):85-95.

[8] He C, Sun B. Application of Artificial Intelligence Technology in Computer Aided Art Teaching. Computer-Aided Design and Applications, 2021, 18(S4):118-129.

[9] Bi X Q, Zhao F R. Application of artificial intelligence in stomatology treatment and nursing. Hua xi kou qiang yi xue za zhi = Huaxi kouqiang yixue zazhi = West China journal of stomatology, 2018, 36(4):452-456.

[10] Liu L. The Impact and Challenge of Artificial Intelligence on Enterprise Innovation Based on Research Overview. World Scientific Research Journal, 2019, 5(7):42-48.

[11] Halimah H, Helmie J, N Susulawati. Integrating ORAI Application in Teaching English at Senior High School. IJET (Indonesian Journal of English Teaching), 2018, 7(2):110-117.

[12] Zhao T, Cai Y. Improvement of English key competences based on machine learning and artificial intelligence technology. Journal of Intelligent and Fuzzy Systems, 2021, 40(2):2069-2081.

[13] Wu X. Research on English Online Education Platform Based on Genetic Algorithm and Blockchain Technology. Wireless Communications and Mobile Computing, 2020, 2020(9):1-7.

[14] Du L, Li B, Zhao W, et al. An english auxiliary teaching system based on artificial intelligence. Agro Food Industry Hi Tech, 2017, 28(1):2621-2625.

[15] Lu L. Research on AI-based english vocabulary statistics. Revista de la Facultad de Ingenieria, 2017, 32(13):507-510.

[16] Fontes T, Lopes V, Silva L M, et al. NNIGnets, Neural Networks Software. Ifip Advances in Information & Communication Technology, 2017, 363(2):345-350.

[17] Farid A M. Measures of reconfigurability and its key characteristics in intelligent manufacturing systems. Journal of Intelligent Manufacturing, 2017, 28(1):1-17.

[18] Zhang D, Wang D. Study on the Intentional Choice Mechanism of Course Selection Based on Swarm Intelligence Algorithm. Scientific Programming, 2021, 2021(1):1-6.

[19] Kim D, Cho M K, H Shin. The Application of Artificial Intelligence Technology in Counseling and Psychotherapy: Recent Foreign Cases. The Korean Journal of Counseling and Psychotherapy, 2020, 32(2):821-847.

[20] Song C. Study on the application of artificial intelligence technology in decision support system of energy enterprises. Revista de la Facultad de Ingenieria, 2017, 32(14):801-806.