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ICAD-MI: Interdisciplinary concept association discovery from the perspective of metaphor interpretation

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成果类型:
期刊论文
作者:
Wang, Zhongyi;Peng, Siyuan;Chen, Jiangping;Zhang, Xian;Chen, Haihua
通讯作者:
Chen, HH
作者机构:
[Peng, Siyuan; Wang, Zhongyi] Cent China Normal Univ, Sch Informat Management, Wuhan 430079, Peoples R China.
[Chen, Jiangping; Chen, Haihua] Univ North Texas, Dept Informat Sci, Denton, TX 76203 USA.
[Chen, Jiangping; Chen, Haihua] Univ North Texas, Intelligent Informat Access Lab, Denton, TX 76203 USA.
[Zhang, Xian] Univ North Texas, Dept Linguist, Denton, TX 76203 USA.
通讯机构:
[Chen, HH ] U
Univ North Texas, Dept Informat Sci, Denton, TX 76203 USA.
语种:
英文
关键词:
Scientific literature;Interdisciplinary concept association;discovery;Interdisciplinary conceptual metaphor;Metaphor interpretation;Deep learning
期刊:
Knowledge-Based Systems
ISSN:
0950-7051
年:
2023
卷:
275
页码:
110695
机构署名:
本校为第一机构
院系归属:
信息管理学院
摘要:
Interdisciplinary concept association discovery is a fundamental task in interdisciplinary knowledge organization. Unlike general concept association, interdisciplinary concept association mainly manifests in the correlation between fine-grained concept properties, which requires that interdisciplinary concept association discovery be explored through a fine-grained semantic association discovery tool. Existing concept association discovery methods are limited in their ability to identify interdisciplinary concept associations at fine-grained conceptual properties because they can only identif...

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