Intelligent Evaluation Algorithm of English Writing Based on Semantic Analysis

Abstract

In order to solve the intelligent evaluation of English writing, this paper proposes a method based on the English semantic neural network algorithm. This paper first briefly analyzes the research background of the English semantic analysis system, then expounds on the relevant technologies of the English distance similarity algorithm, semantic analysis intelligent algorithm structure, word analysis algorithm, sentence part of speech analysis algorithm, sentence semantic analysis algorithm, and neural network algorithm, and finally expounds the database and method implementation of the English semantic analysis system, so as to provide guarantee for the design of the English semantic analysis system. The experimental results show that the recognition accuracy of the BRF network for English characters can reach 96.35%, which is 7.79% higher than that of the BP network; the AUC of the BRF network reaches 0.89, which is closer to 1 compared with 0.72 of the BP network. The test results are in good agreement with the antinoise curve test results of the figure. It is proved that the English semantic neural network algorithm can effectively improve the accuracy of English translation and further improve the efficiency of the system.

Investigating the Validity and Reliability of a Comprehensive Essay Evaluation Model of Integrating Manual Feedback and Intelligent Assistance

“…From the perspective of cognitive style differences, the application strategies of automatic evaluation systems in college English writing and teaching are summarized to better achieve the integration of information technology and subject teaching, thus improving students' English writing ability and proficiency. In order to solve the problem of intelligent evaluation of English writing, Wang and Liu [21] proposes an intelligent evaluation method of English writing based on English semantic neural network algorithm. Firstly, it briefly analyzes the research background of English semantic analysis system, describes the techniques related to English distance similarity algorithm, semantic analysis intelligent algorithm structure, word analysis algorithm, sentence lexical analysis algorithm, utterance semantic analysis algorithm and neural network algorithm and finally expounds the database and methods of the English semantic analysis system, providing a guarantee for designing English semantic analysis system.…”