Research on the Automatic Scoring Method of English Essay based on the Improved K-Nearest Neighbor Algorithm

被引：0
|
作者：
Jiang, Hao [1 ]
Jin, Yaru [1 ]
机构：
[1] Southeast Univ, Sch Comp Sci & Engn, Nanjing 211189, Jiangsu, Peoples R China
来源：
PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON EDUCATION, MANAGEMENT AND COMPUTING TECHNOLOGY (ICEMCT-16) | 2016年 / 59卷
关键词：
Automatic Essay Scoring; LSA; Information Gain; K-Nearest Neighbor;
D O I：
暂无
中图分类号：
G40 [教育学];
学科分类号：
040101 ; 120403 ;
摘要：
Compared with the traditional manual marking, automatic English essay scoring can improve the consistency, objectivity, and efficiency of the scoring process. In this essay, the relevant attributes of English composition is extracted, and the improved KNN algorithm is used to score the English essay. The experimental results show that the automatic scoring in which the improved KNN method combines with feature selection has smaller error, compared with manual scoring, and the accuracy of scoring has been improved significantly.
引用
收藏
页码：1297 / 1302
页数：6
相关论文
共 50 条
  • [1] Research on active defence technology with virus based on improved K-Nearest Neighbor Algorithm
    Yu, Xuedou
    2008 PROCEEDINGS OF INFORMATION TECHNOLOGY AND ENVIRONMENTAL SYSTEM SCIENCES: ITESS 2008, VOL 4, 2008, : 724 - 726
  • [2] A Novel Query Method for Spatial Database Based on Improved K-Nearest Neighbor Algorithm
    Xia, Huili
    Xue, Feng
    INTERNATIONAL JOURNAL OF DECISION SUPPORT SYSTEM TECHNOLOGY, 2023, 16 (01)
  • [3] An Improved K-Nearest Neighbor Algorithm for Pattern Classification
    Sultana, Zinnia
    Ferdousi, Ashifatul
    Tasnim, Farzana
    Nahar, Lutfun
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2022, 13 (08) : 760 - 767
  • [4] An Approach for Fault Diagnosis Based on an Improved k-Nearest Neighbor Algorithm
    Yu Feng
    Liu Lian-chang
    Liu Dong-ming
    PROCEEDINGS OF THE 35TH CHINESE CONTROL CONFERENCE 2016, 2016, : 6521 - 6525
  • [5] An Improved Multilabel k-Nearest Neighbor Algorithm Based on Value and Weight
    Wang, Zhe
    Xu, Hao
    Zhou, Pan
    Xiao, Gang
    COMPUTATION, 2023, 11 (02)
  • [6] A memetic algorithm based on k-nearest neighbor
    Xu, Jin
    Gu, Qiong
    Gai, Zhihua
    Gong, Wenyin
    Journal of Computational Information Systems, 2014, 10 (22): : 9565 - 9574
  • [7] Research on Parallelization of GPU-based K-Nearest Neighbor Algorithm
    Jiang, Hao
    Wu, Yulin
    2017 INTERNATIONAL CONFERENCE ON CLOUD TECHNOLOGY AND COMMUNICATION ENGINEERING (CTCE2017), 2017, 910
  • [8] Automatic text categorization based on K-nearest neighbor
    Sun, J.
    Wang, W.
    Zhong, Y.-X.
    Beijing Youdian Xueyuan Xuebao/Journal of Beijing University of Posts And Telecommunications, 2001, 24 (01): : 42 - 46
  • [9] Storage and Allocation of English Teaching Resources Based on k-Nearest Neighbor Algorithm
    Lou, Yi
    INTERNATIONAL JOURNAL OF EMERGING TECHNOLOGIES IN LEARNING, 2019, 14 (17) : 102 - 113
  • [10] An Improved Weighted K-Nearest Neighbor Algorithm for Indoor Positioning
    Changgeng Li
    Zhengyang Qiu
    Changtong Liu
    Wireless Personal Communications, 2017, 96 : 2239 - 2251
12345