摘要
[目的/意义]对数字人文领域的知识图谱研究进行系统性回顾,旨在提供未来可能的研究方向和开放的研究主题。[方法/过程]以国内外会议、期刊发表的相关文献为研究对象,采用综合归纳法,系统梳理数字人文领域知识图谱的理论与实践发展。阐述数字人文领域知识图谱的相关概念,并根据当前的研究热点,从数据资源建设、关键构建技术、平台智能应用3个方面揭示其研究动向,并对未来研究趋势进行展望。[结果/结论]总结数字人文知识图谱研究的未来发展趋势,即未来将呈现出多源数据集成、多模态知识融合、多学科交叉应用的发展趋势。
[Purpose/significance]This paper conducts a systematic review of the knowledge graph research in the field of digital humanities,aiming to provide possible future research directions and open research topics.[Method/process]By taking relevant paper published in domestic and foreign conferences and journals as the research objects and using the comprehensive induction method,the theoretical and practical development of the knowledge graph in the field of digital humanities was systematically combed.Then it explained the related concepts of the knowledge graph in the field of digital humanities.And according to the current research hot spots,this paper revealed its research trends from three aspects of the data resource construction,key construction technologies and intelligent application platforms.Finally,it showed the prospects for future research trends.[Result/conclusion]This paper summarized the future trends of the knowledge graph research in the field of digital humanities.In the future,it will show the development trends of multi-source data integration,multi-modal knowledge fusion and multi-disciplinary cross-application.
作者
朱丽雅
张珺
洪亮
罗绍辉
兰度
Zhu Liya;Zhang Jun;Hong Liang;Luo Shaohui;Lan Du(School of Information Management,Wuhan University,Wuhan 430072;Surveying,Mapping and Geographic Information Institute of Nanning,Nanning 530022)
出处
《知识管理论坛》
2022年第1期87-100,共14页
Knowledge Management Forum
基金
2020年国家档案局科技项目“基于时空数据的智慧城市档案知识图谱构建及应用服务体系研究”(项目编号:2020-X-053)
湖北省重点研发计划项目“文旅科技大数据关键技术研发与应用示范”(项目编号:2020BAB117)
南宁市科学研究与技术开发计划项目科技重大专项“基于GIS和BIM技术的城建大数据平台研究”(项目编号:20193010)研究成果之一
关键词
数字人文
知识图谱
智慧数据
数据资源建设
语义挖掘
digital humanities
knowledge graph
smart data
data resource construction
semantic mining
