Effectiveness Analysis and Optimization Path of AI Tutoring Models in Foreign Language Learning Applications

[1] Zhao, X., & Jiang, Y. (2022). Synchronously improving multi-user english translation ability by using ai. International Journal on Artificial Intelligence Tools. Search in Google Scholar

[2] Qin, F. (2022). College english intelligent writing score system based on big data analysis and deep learning algorithm. Journal of Database Management. Search in Google Scholar

[3] Narasimhan, K. R., Barzilay, R., & Jaakkola, T. S. (2018). Grounding language for transfer in deep reinforcement learning. Journal of Artificial Intelligence Research. Search in Google Scholar

[4] Zhang, F., & Shen, J. (2022). Evaluation model of english diagnostic intelligence based on organizational evolutionary information entropy. Scientific programming(Pt.10), 2022. Search in Google Scholar

[5] Usai, F., O Neil, K., & Newman, A. J. (2018). Design and empirical validation of effectiveness of langa, an online game-based platform for second language learning. IEEE Transactions on Learning Technologies, 1–1. Search in Google Scholar

[6] Zhu, M., & Sun, G. (2022). Factors influencing analysis for level of engineering english education based on artificial intelligence technology. Mathematical Problems in Engineering, 2022. Search in Google Scholar

[7] Aiyuan, L., & Hui, W. (2020). An artificial intelligence recognition model for english online teaching. Journal of Intelligent and Fuzzy Systems, 40(1), 1–12. Search in Google Scholar

[8] Zhao, B. (2022). A design model of english auxiliary teaching system using artificial neural networks. Mobile information systems(Pt.11), 2022. Search in Google Scholar

[9] Shazly, R. E. (2021). Effects of artificial intelligence on english speaking anxiety and speaking performance: a case study. Expert Systems(4). Search in Google Scholar

[10] Psannis, K. E., Gupta, B. B., & Chui, J. K. T. (2021). Wireless communications and mobile computing special issue on the role of ai, ml, and iot in smart education/learning in wireless environments. Wireless Communications and Mobile Computing. Search in Google Scholar

[11] Qiwei, Y., Yu, D., & Guangming, L. (2023). Exploration of english speech translation recognition based on the lstm rnn algorithm. Neural computing & applications(36), 35. Search in Google Scholar

[12] Nianfan, P. (2020). Performance evaluation of english learning through computer mode using neural network and ai techniques. Journal of Intelligent and Fuzzy Systems(3), 1–11. Search in Google Scholar

[13] Wang, C. (2021). A novel model for large-scale online college learning in postpandemic era: ai-driven approach. Mobile Information Systems, 2021(3), 1–10. Search in Google Scholar

[14] Yang, X., Lin, J., Zheng, W., Zhao, J., & Chai, Z. (2020). Research on learning mechanism designing for equilibrated bipolar spiking neural networks. Artificial Intelligence Review, 53(1). Search in Google Scholar

[15] Zheng, X. (2023). Robot translation based on computer vision for cultural psychology of english culture education. International Journal of Humanoid Robotics, 20(02n03). Search in Google Scholar

[16] Hui, W., & Aiyuan, L. (2020). A systematic approach for english education model based on the neural network algorithm. Journal of Intelligent and Fuzzy Systems, 40(1), 1–12. Search in Google Scholar

[17] Huang, J. (2022). Innovative research on college english teaching mode based on strategy reasoning mechanism. Scientific Programming. Search in Google Scholar

[18] Zhang, Y., & Cao, J. (2022). Design of english teaching system using artificial intelligence. Computers and Electrical Engineering. Search in Google Scholar

[19] Zhang, Y. (2022). Construction of english language autonomous learning center system based on artificial intelligence technology. Mathematical Problems in Engineering Search in Google Scholar

[20] Huang, L. (2022). An empirical study of integrating information technology in english teaching in artificial intelligence era. Scientific Programming. Search in Google Scholar

[21] He, W. (2022). Automatic error detection method of embedded english speech teaching recognition system under the background of artificial intelligence. Mobile information systems(Pt.27), 2022. Search in Google Scholar

[22] Wang, X., Liu, Q., Pang, H., Tan, S. C., Lei, J., & Wallace, M. P., et al. (2023). What matters in ai-supported learning: a study of human-ai interactions in language learning using cluster analysis and epistemic network analysis. Computers & education. Search in Google Scholar

[23] Wu, F., Chen, Y., & Han, D. (2022). Development countermeasures of college english education based on deep learning and artificial intelligence. Mobile information systems(Pt.12), 2022. Search in Google Scholar

[24] Dong, Y. (2022). Application of artificial intelligence software based on semantic web technology in english learning and teaching. Journal of Internet Technology(1), 23. Search in Google Scholar

[25] Li, B. (2023). Design and research of computer-aided english teaching methods. International journal of humanoid robotics(2/3), 20. Search in Google Scholar