人工智能网上评卷技术的应用探索  

Research on the Application of Artificial Intelligence Technology in Examination Marking

作　　者：符耀章[1] 刘明岩[1] 马彪[1] 江光贤 Fu Yaozhang;Liu Mingyan;Ma Biao;Jiang Guangxian(Jiangsu Provincial Education Examination Authority,Nanjing,Jiangsu,210024;EK R&D Department of IFlyt Examination Business,Hefei,Anhui,230008)

机构地区：[1]江苏省教育考试院网络信息中心,江苏南京210024 [2]科大讯飞科技股份有限公司考试业务研发部,安徽合肥230088

出　　处：《考试研究》2021年第1期93-105,共13页Examinations Research

基　　金：江苏省教育科学“十三五”规划课题“基于手写识别和机器学习的纸笔考试智能评卷研究”(K-a/2018/01)部分研究成果。

摘　　要：研究人工智能网上评卷技术的应用,内容包括:英语、数学填空题智能评分,辅助人工评卷一致性质检;语文、英语作文题型进行相似卷检测,辅助人工评分合适性质检;语文、英语作文题、政治、历史简答题等题型智能评分,辅助人工评卷大分差评分质检。经实验验证并在2018-2020年某省大规模考试网上评卷中应用,结果表明:人工智能评卷结果与人工评卷结果具有高度一致性,质量检测成效明显,可通过海量信息检索进行相似卷检测。This paper focuses on the application of intelligent marking technology,including intelligently scoring English fill-in-the-blank and mathematical fill-in-the-blank questions assisted by consistent nature check of manual assessment,Chinese essay questions and English essay questions assisted by manual scoring,intelligent scores on Chinese essay questions,English essay questions,political short answer questions,historical short answer questions,etc.,assisted by manual assessment for large scores and quality checks.After conducting several experiments and demonstrations,it realizes the application in a large-scale examination online evaluation in a province from 2018 to 2020.The results show that good application effects have been obtained from intelligent marking technology.

关 键 词：网上评卷 辅助评卷 智能评卷 

分 类 号：G424.74[文化科学—课程与教学论]