版权说明 操作指南
首页 > 成果 > 详情

KBHN: A knowledge-aware bi-hypergraph network based on visual-knowledge features fusion for teaching image annotation

认领
导出
Link by DOI
反馈
分享
QQ微信 微博
成果类型:
期刊论文
作者:
Li, Hao;Wang, Jing;Du, Xu;Hu, Zhuang;Yang, Shuoqiu
通讯作者:
Jing Wang
作者机构:
[Yang, Shuoqiu; Li, Hao; Hu, Zhuang; Du, Xu; Wang, Jing] Cent China Normal Univ, Natl Engn Res Ctr Elearning, Wuhan 430079, Peoples R China.
[Yang, Shuoqiu; Li, Hao; Hu, Zhuang; Du, Xu; Wang, Jing] Cent China Normal Univ, Fac Artificial Intelligence Educ, Wuhan 430079, Peoples R China.
通讯机构:
[Jing Wang] N
National Engineering Research Center for E-Learning, Central China Normal University, Wuhan 430079, China<&wdkj&>Faculty of Artificial Intelligence in Education, Central China Normal University, Wuhan 430079, China
语种:
英文
关键词:
Bi-hypergraph network;Intelligent education;Knowledge hypergraph;Teaching image annotation;Visual-knowledge features fusion;Visual-knowledge inconsistency
期刊:
Information Processing & Management
ISSN:
0306-4573
年:
2023
卷:
60
期:
1
页码:
103106
基金类别:
This work was supported by National Natural Science Foundation of China (No. 62177020 ), the Ministry of Education of Humanities and Social Science Project (No. 19YJC880032 ), Special Research Project on Teacher Education of CCNU (No. CCNUTEIII 2021-07 ), and Teaching Innovation Research Project of CCNU (No. ZNXBJY202115 ).
机构署名:
本校为第一机构
院系归属:
国家数字化学习工程技术研究中心
摘要:
Teaching images, as an important auxiliary tool in teaching and learning, are fundamentally different from the general domain images. Besides visually similar images being more likely to share common labels, teaching images also face the challenge of visual-knowledge inconsistency, including intra-knowledge visual difference and inter-knowledge visual similarity. To address the above challenges, we present KBHN, a knowledge-aware bi-hypergraph network, which not only considers coarse-grained visual features, but also extracts fine-grained knowl...

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