Automated scoring system for short-answer responses

简答题自动评分系统

• 批准号: 23650558
• 负责人: ISHIOKA Tsunenori
• 金额: $ 2.25万
• 依托单位: The National Center for University Entrance Examinations
• 依托单位国家: 日本
• 项目类别: Grant-in-Aid for Challenging Exploratory Research
• 财政年份: 2011
• 资助国家: 日本
• 起止时间: 2011 至 2013
• 项目状态: 已结题
• 来源: https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-23650558/
• 关键词: ｅ－ラーニング; テキスト評価; 自然言語処理; 情報システム; 統計数学; 人工知能

At the beginning of our research, we were planning to use two indices of recall and precision in order to measure a similarity between an input answer and the model answer. After that, it turned out that use of the textual entailment recognition based on the legitimate natural-language-processing technology is promising. Our research was advanced, acquiring knowledge from the member of National Institute of Informatics. Main results are follows:(1) Evaluating or grading essays based on our actual proof experiment was announced at the 10th Japanese Test society convention. (2) About the computer use and automatic grading in an essay or composition test, a lecture was given at open symposium to introduce our activity widely. (3) The method of the statistical technology towards automatic grading was developed, and many papers were published in famous journals.

在我们的研究开始时，我们计划使用召回率和准确率两个指标来衡量输入答案和模型答案之间的相似性。在此之后，它证明了使用的文本蕴涵识别的基础上合法的自然语言处理技术是有前途的。我们的研究是先进的，从国家信息学研究所成员那里获得知识。主要研究结果如下：（1）在第10届日本考试学会大会上公布了基于我们实际验证实验的作文评价或评分。(2)关于计算机在作文考试中的应用和自动评分，我们在公开研讨会上做了一次演讲，广泛介绍了我们的活动。(3)发展了面向自动评分的统计技术方法，并在著名期刊上发表了多篇论文。

项目成果

Ascertaining and graphically representing the logical structure of Japanese essays

确定并图形化表达日语论文的逻辑结构

• 发表时间: 2011
• 期刊: International Journal of Continuing Engineering Education and Life-Long Learning (IJCEELL)
• 作者: 山中一哲、浦野泰臣;他;大島十二愛;Tsunenori Ishioka
• 通讯作者: Tsunenori Ishioka

Parameter and quantile estimation for the three-parameter gamma distribution based on statistics invariant to unknown location

基于未知位置不变统计的三参数伽玛分布的参数和分位数估计

• DOI: 10.1016/j.jspi.2012.01.018
• 发表时间: 2012
• 期刊: Journal of Statistical Planning and Inference
• 影响因子: 0.9
• 作者: K. Akahane;N. Yamamoto and T. Kawanishi;岡本晃彦;Hideki Nagatsuka and N. Balakrishnan
• 通讯作者: Hideki Nagatsuka and N. Balakrishnan

大学入学者選抜における小論文試験と教科・科目試験との関連について

关于高考征文考试与科/科考试的关系

• 发表时间: 2013
• 作者: 荒井清佳;大久保智哉;石岡恒憲;宮埜壽夫
• 通讯作者: 宮埜壽夫

Imputation of Missing Values for Unsupervised or Semi-supervised Data Using the Proximity in Random Forests

使用随机森林中的邻近度对无监督或半监督数据的缺失值进行插补

• 发表时间: 2013
• 作者: 吉田直人;鴈野佳世子;平諭一郎;石井恭子;正司哲朗 豊島佳澄 村上智見;Tsunenori Ishioka
• 通讯作者: Tsunenori Ishioka

小論文の自動採点

论文自动评分

• 发表时间: 2013
• 作者: 桐野文良;横山和司;他;木村美奈子;鬼頭秀一;吉田直人;石岡恒憲
• 通讯作者: 石岡恒憲