版权说明 操作指南
首页 > 成果 > 详情

Discovering Implicit Quantity Relations Using Convolutional Network

认领
导出
Link by DOI
反馈
分享
QQ微信 微博
成果类型:
期刊论文、会议论文
作者:
Cheng, Weina*;Yu, Xinguo(余新国);Wang, Jingjing
通讯作者:
Cheng, Weina
作者机构:
[Yu, Xinguo; Wang, Jingjing; Cheng, Weina] Cent China Normal Univ, Natl Engn Res Ctr E Learning, Wuhan, Peoples R China.
通讯机构:
[Cheng, Weina] C
Cent China Normal Univ, Natl Engn Res Ctr E Learning, Wuhan, Peoples R China.
语种:
英文
关键词:
Implicit Quantity Relations;Automatic Mathematics Word Problems Solver;Convolutional Network
期刊:
14TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND EDUCATION (ICCSE 2019)
ISSN:
2471-6146
年:
2019
页码:
231-236
会议名称:
14th International Conference on Computer Science and Education (ICCSE)
会议论文集名称:
International Conference on Computer Science & Education
会议时间:
AUG 19-21, 2019
会议地点:
Ontario Tech Univ, Toronto, CANADA
会议主办单位:
Ontario Tech Univ
会议赞助商:
IEEE Educ Soc, Natl Res Council Comp Educ Coll & Univ
出版地:
345 E 47TH ST, NEW YORK, NY 10017 USA
出版者:
IEEE
ISBN:
978-1-7281-1846-8
基金类别:
National Natural Science Foundation of ChinaNational Natural Science Foundation of China (NSFC) [61802142]; Humanities and Social Sciences Foundation of the Ministry of Education [19YJA880078]; Fundamental Research Funds for the Central UniversitiesFundamental Research Funds for the Central Universities [CCNU19QN031]
机构署名:
本校为第一且通讯机构
院系归属:
国家数字化学习工程技术研究中心
摘要:
This paper presents a novel approach for automatically extracting implicit quantity relations (IQRs) from Chinese algebra word problems (AWPs). Our algorithm first classifies AWPs into categories and analyzes each sentence in the problem to identify the variables and values, then maps them to equations according to the category, and enables its trivial as shown in Figure 1. Our algorithm is able to discover 15 kinds of IQRs in AWPs with an average accuracy of 88% when the training sample accounts for more than 3% of the total. Our data and code...

反馈

验证码:
看不清楚,换一个
确定
取消

成果认领

标题:
用户 作者 通讯作者
请选择
请选择
确定
取消

提示

该栏目需要登录且有访问权限才可以访问

如果您有访问权限,请直接 登录访问

如果您没有访问权限,请联系管理员申请开通

管理员联系邮箱:yun@hnwdkj.com