Research Article
Corpus-Based Automatic Integrated Scoring Algorithm for English Composition
@INPROCEEDINGS{10.1007/978-3-031-63130-6_60, author={Miao Wang and Desheng Zhu and Sufang Wang}, title={Corpus-Based Automatic Integrated Scoring Algorithm for English Composition}, proceedings={Application of Big Data, Blockchain, and Internet of Things for Education Informatization. Third EAI International Conference, BigIoT-EDU 2023, August 29-31, 2023, Liuzhou, China, Proceedings, Part I}, proceedings_a={BIGIOT-EDU}, year={2024}, month={7}, keywords={Corpus Automatic scoring Efficiency}, doi={10.1007/978-3-031-63130-6_60} }- Miao Wang
Desheng Zhu
Sufang Wang
Year: 2024
Corpus-Based Automatic Integrated Scoring Algorithm for English Composition
BIGIOT-EDU
Springer
DOI: 10.1007/978-3-031-63130-6_60
Abstract
In recent years, with the popularization and application of artificial intelligence technology in various fields, the field of automatic scoring of English composition has also received great attention and development. Using corpus technology to score English writing automatically, this paper shows the operation method of corpus technology in automatic scoring of English writing, and demonstrates the feasibility of this scoring method. This paper develops an automatic scoring method for large-scale automatic scoring of English writing. By comparing it with the traditional manual marking method of English composition, this paper evaluates the advantages and disadvantages of corpus based automatic scoring method of English composition. Automatic composition grading has the advantages of high working efficiency, strong objectivity and fairness, detailed and comprehensive marking results, etc., but it also has the disadvantages of mechanical and blindness, errors in error analysis, and the reliability and validity still need to be improved. Therefore, college English teachers can't regard this automatic grading method as a shortcut to correct English compositions and rely too much on it.
