Automated Japanese essay scoring system: Jess

被引：20
|
作者：
Ishioka, T [1 ]
Kameda, M [1 ]
机构：
[1] Univ Entrance Exam, Natl Ctr, Res Div, Tokyo 1538501, Japan
来源：
15TH INTERNATIONAL WORKSHOP ON DATABASE AND EXPERT SYSTEMS APPLICATIONS, PROCEEDINGS | 2004年
关键词：
D O I：
10.1109/DEXA.2004.1333440
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
We have developed an automated Japanese essay scoring system named jess. The system evaluates an essay from three features: (1) Rhetoric - ease of reading, diversity of vocabulary, percentage of big words (long, difficult words), and percentage of passive sentences, (2) Organization - characteristics associated with the orderly presentation of ideas, such as rhetorical features and linguistic cues, (3) Contents - vocabulary related to the topic, such as relevant information and precise or specialized vocabulary. The final evaluated score is calculated by deducting from a perfect score assigned by a learning process using editorials and columns from the Mainichi Daily News newspaper. A diagnosis for the essay is also given. Our system does not need any essays graded by human experts.
引用
收藏
页码：4 / 8
页数：5
相关论文
共 50 条
  • [1] Automated Essay Scoring System for Nonnative Japanese Learners
    Hirao, Reo
    Arai, Mio
    Shimanaka, Hiroki
    Katsumata, Satoru
    Komachi, Mamoru
    [J]. PROCEEDINGS OF THE 12TH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION (LREC 2020), 2020, : 1250 - 1257
  • [2] Automated Japanese Essay Scoring System based on Articles Written by Experts
    Ishioka, Tsunenori
    Kameda, Masayuki
    [J]. COLING/ACL 2006, VOLS 1 AND 2, PROCEEDINGS OF THE CONFERENCE, 2006, : 233 - 240
  • [3] Experimenting with a Japanese automated essay scoring system in the L2 Japanese environment
    Imaki, Jun
    Ishihara, Shunichi
    [J]. PAPERS IN LANGUAGE TESTING AND ASSESSMENT, 2013, 2 (02): : 28 - 47
  • [4] Automated Essay Scoring System Based on Rubric
    Yamamoto, Megumi
    Umemura, Nobuo
    Kawano, Hiroyuki
    [J]. APPLIED COMPUTING & INFORMATION TECHNOLOGY, 2018, 727 : 177 - 190
  • [5] An Unsupervised Automated Essay-Scoring System
    Chen, Yen-Yu
    Liu, Chien-Liang
    Lee, Chia-Hoang
    Chang, Tao-Hsing
    [J]. IEEE INTELLIGENT SYSTEMS, 2010, 25 (05) : 61 - 67
  • [6] Automated Bangla Essay Scoring System: ABESS
    Islam, Md. Monjurul
    Hoque, A. S. M. Latiful
    [J]. 2013 INTERNATIONAL CONFERENCE ON INFORMATICS, ELECTRONICS & VISION (ICIEV), 2013,
  • [7] Proposal of Japanese Vocabulary Difficulty Level Dictionaries for Automated Essay Scoring Support System Using Rubric
    Yamamoto, Megumi
    Umemura, Nobuo
    Kawano, Hiroyuki
    [J]. JOURNAL OF THE OPERATIONS RESEARCH SOCIETY OF CHINA, 2020, 8 (04) : 601 - 617
  • [8] Proposal of Japanese Vocabulary Difficulty Level Dictionaries for Automated Essay Scoring Support System Using Rubric
    Megumi Yamamoto
    Nobuo Umemura
    Hiroyuki Kawano
    [J]. Journal of the Operations Research Society of China, 2020, 8 : 601 - 617
  • [9] Evaluating China's Automated Essay Scoring System iWrite
    Qian, Leyi
    Zhao, Yali
    Cheng, Yan
    [J]. JOURNAL OF EDUCATIONAL COMPUTING RESEARCH, 2020, 58 (04) : 771 - 790
  • [10] A Multilingual Application for Automated Essay Scoring
    Castro-Castro, Daniel
    Lannes-Losada, Rocio
    Maritxalar, Montse
    Niebla, Ianire
    Perez-Marques, Celia
    Alamo-Suarez, Nancy C.
    Pons-Porrata, Aurora
    [J]. ADVANCES IN ARTIFICIAL INTELLIGENCE - IBERAMIA 2008, PROCEEDINGS, 2008, 5290 : 243 - 251
12345