Research on English teaching ability evaluation algorithm based on big data fuzzy mean

Haiyan Zhao

doi:10.1117/12.2653058

10 November 2022 Research on English teaching ability evaluation algorithm based on big data fuzzy mean

Haiyan Zhao

Proceedings Volume 12331, International Conference on Mechanisms and Robotics (ICMAR 2022); 123315R (2022) https://doi.org/10.1117/12.2653058
Event: International Conference on Mechanisms and Robotics (ICMAR 2022), 2022, Zhuhai, China

Abstract

This paper focuses on the systematic analysis of the English teaching ability assessment algorithm based on fuzzy K-value clustering under big data. The previous English teaching ability assessment algorithm can not accurately evaluate and estimate, and the analysis speed is slow, which can not meet the actual needs of English teaching ability assessment. Big data technology is used to construct the parameter index model of English teaching ability assessment structure, and quantitative recursive analysis method is also used to analyze English teaching ability systematically, so as to fully realize the optimization and adjustment of English teaching ability assessment algorithm by merging with k-means clustering algorithm. Big data fuzzy K-means clustering has strong data analysis for English teaching ability assessment algorithm, which can greatly improve the accuracy of English teaching ability assessment and rationally allocate teaching resources, thus promoting the sustainable development of English teaching ability assessment algorithm.

Citation Download Citation

Haiyan Zhao "Research on English teaching ability evaluation algorithm based on big data fuzzy mean", Proc. SPIE 12331, International Conference on Mechanisms and Robotics (ICMAR 2022), 123315R (10 November 2022); https://doi.org/10.1117/12.2653058

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available