摘要
针对碎片化的各姓氏家谱数据,华谱系统通过构建家谱知识图谱的数据中台,能够解决数据孤岛、烟囱式开发等问题."数据中台"是一个源自国内的新近技术概念,在华谱系统建设中,我们通过家谱知识图谱的构建和应用,对这个概念进行了正式定义.基于这个定义和对应的7项核心功能,本文提出一种用于家谱数据分析的数据中台建设架构Huapu-CP(华谱系统),并通过该架构详细介绍面向家谱领域的数据中台核心技术,分析数据中台构建的关键问题.
With fragmented family tree data,Huapu aims to solve the problems of data islands and chimney development by building a data central-platform based on genealogical knowledge graphs.Data central-platform is a new technology that has recently emerged in China.During the construction of the Huapu system,we started with knowledge graph construction and analytics,and then formulated a formal definition for this technology concept.Based on this definition and its corresponding 7 key components,this paper proposes a Huapu-CP(or Huapu for short)framework for genealogical data analytics and presents the core techniques and key challenges in building such a genealogical data platform.
作者
吴信东
盛绍静
蒋婷婷
卜晨阳
吴明辉
WU Xin-Dong;SHENG Shao-Jing;JIANG Ting-Ting;BU Chen-Yang;WU Ming-Hui(Key Laboratory of Knowledge Engineering with Big Data(Hefei University of Technology),Hefei 230009;School of Computer Science and Information Engineering,Hefei University of Technology,Hefei 230009;Research Institute of Big Knowledge,Hefei University of Technology,Hefei 230009;Mininglamp Technology,Beijing 100084;School of Software and Microelectronics,Beijing University,Beijing 102600)
出处
《自动化学报》
EI
CSCD
北大核心
2020年第10期2045-2059,共15页
Acta Automatica Sinica
基金
国家重点研发计划(2016YFB1000901)
国家自然科学基金重点项目(91746209)
教育部创新团队项目(IRT17R3)资助。
关键词
家谱建设
数据中台
数据治理
知识图谱
Genealogy
data central-platform
data governance
knowledge graph
