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Volume 4,Issue 3

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26 February 2026

AI-Empowered Teaching Evaluation for "Integration of Basic and Professional English" in Business Schools

Jingwei Zhu*
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1 Jiangsu Maritime Institute Nanjing 211119, Jiangsu, China
EIR 2026 , 4(2), 175–182; https://doi.org/10.18063/EIR.v4i2.1562
© 2026 by the Author. Licensee Whioce Publishing, Singapore. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution 4.0 International License ( https://creativecommons.org/licenses/by/4.0/ )
Abstract

With the deepening integration of basic and professional English teaching in business schools, the traditional evaluation system has obvious limitations (static indicators, subjective grading, delayed feedback), which fail to measure students’ comprehensive English application capabilities and meet the demand for compound business talents. This proposal focuses on the reform of the "Integration of Basic and Professional English" teaching evaluation, exploring the application of AI technology by constructing the "4D Evaluation Model" and developing the EconEvalAI platform to realize multimodal analysis, real-time diagnostics and dynamic benchmarking. It details the implementation framework, technological innovations, and solutions to potential challenges, aiming to transform summative evaluation into a continuous improvement-oriented mechanism. Expected outcomes include shortened evaluation cycles, improved evaluation reliability and student satisfaction, providing a feasible reference for the digital transformation of English teaching evaluation in business schools.

Keywords
AI-empowered teaching evaluation
Integration of Basic and Professional English
Business schools
Teaching reform
Multimodal analysis
4D Evaluation Model
Intelligent evaluation platform
Cross-cultural communication evaluation
Funding
This paper is a partial research achievement of the Education and Teaching Reform Project of Jiangsu Maritime Institute, titled Reform and Practice of Higher Vocational English Teaching for the Shipping Economics and Management Professional Cluster under the Background of Basic-Professional Integration.
References

[1] Chen Y, Li J, 2023, AI-empowered formative assessment in business English teaching: A case study. Journal of English for Academic Purposes, 58: 101289.

[2] Baker R S, Inventado P S, 2022, Artificial intelligence in education. Annual Review of Psychology, 73: 671-699.

[3] Liu H, Wang L, 2021, Integration of basic and professional English: A curriculum reform perspective in business schools. English Language Teaching, 14(11): 102-115.

[4] Mitrović A, Suraweera P, 2022, Intelligent tutoring systems for language learning: A systematic review. Computers & Education, 188: 104428.

[5] Hofstede G, 2020, Culture's Consequences: Comparing Values, Behaviors, Institutions, and Organizations across Nations (4th ed.). SAGE Publications.

[6] Zhang Q, Chen Z, 2024, Privacy-preserving AI in educational evaluation: Techniques and applications. Journal of Educational Technology & Society, 27(2): 156-168.

[1] Liu H, Wang L, 2021, Integration of basic and professional English: A curriculum reform perspective in business schools. English Language Teaching, 14(11): 102-115.

[2] Chen Y, Li J, 2023, AI-empowered formative assessment in business English teaching: A case study. Journal of English for Academic Purposes, 58: 101289.

[3] Baker R S, Inventado P S, 2022, Artificial intelligence in education. Annual Review of Psychology, 73: 671-699.

[4] Mitrović A, Suraweera P, 2022, Intelligent tutoring systems for language learning: A systematic review. Computers & Education, 188: 104428.
[5] Zhang Q, Chen Z, 2024, Privacy-preserving AI in educational evaluation: Techniques and applications. Journal of Educational Technology & Society, 27(2): 156-168.

[6] Hofstede G, 2020, Culture's Consequences: Comparing Values, Behaviors, Institutions, and Organizations across Nations (4th ed.). SAGE Publications.

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