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基于微服务架构的中文作文智能评阅系统研究与应用

Research and Application of Chinese Composition Intelligent Evaluation System Based on Microservices Architecture
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摘要 中文作文评阅是语文教学中不可或缺的部分,每次考试后教师都面临集中的阅卷压力,同时,结果只以分数给出而导致评阅粒度过粗。在解决人工评阅问题而构建智能评阅系统时,面临着多算法调用、系统响应速度慢等新问题。基于微服务架构研究搭建中文作文智能评阅系统,根据功能划分出多个微服务并独自开发和部署,保障系统的高可用性、高并发性和可扩展性,提高响应速度。经实践运行应用,基于微服务的系统具有良好的性能,取得较好的运行效果。所实现的系统一方面有助于提升中文作文阅卷的粒度和客观性,另一方面又能帮助学生找到写作上的不足,提升学生写作能力,提高语文教学的智能化水平。 Chinese composition evaluation is an indispensable part of Chinese teaching.After each test,teachers are faced with the pressure of concentrated marking.The fact that results are only shown in scores leads to too coarse-grained evaluation.However,in building an intelligent evaluation system to solve the problem of manual evaluation,new problems such as multiple algorithm calls and slow system response will emerge.This paper builds and deploys a Chinese composition intelligent evaluation system based on microservices,and divides multiple microservices according to their functions.The system,with high availability,concurrency and scalability,accelerates the response speed.In actual application,the system has expected performance and achieves desired application effect.The research can help to improve the granularity and objectivity of Chinese composition evaluation,and also can help students find the deficiencies in writing and improve students’writing ability.
作者 赵钰辰 付立军 祁柏林 李旭 郭伟民 Yuchen ZHAO;Lijun FU;Bolin QI;Xu LI;Weimin GUO(Shenyang Insitute of Computing Technology,Chinese Academy of Sciences,Shenyang 110168,Liaoning;University of Chinese Academy of Sciences,Beijing 100049;Artificial Intelligence and Cognitive Intelligence Laboratory,Shan Dong University,Jinan 250100,Shandong;Beijing Zhongguancun High School,Beijing 100081)
出处 《中国教育信息化》 2023年第6期111-119,共9页 Chinese Journal of ICT in Education
关键词 微服务架构 中文作文评阅 多算法调用 Spring Cloud Microservices architecture Chinese composition evaluation Multiple algorithm calls Spring Cloud
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