| 从知识图谱到数据中台: 华谱系统 |
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| 引用本文： | 吴信东,盛绍静,蒋婷婷,卜晨阳,吴明辉.从知识图谱到数据中台: 华谱系统[J].自动化学报,2020,46(10):2045-2059. |
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| 作者姓名： | 吴信东 盛绍静 蒋婷婷 卜晨阳 吴明辉 |
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| 作者单位： | 1.大数据知识工程教育部重点实验室(合肥工业大学) 合肥 230009;;2.合肥工业大学 计算机与信息学院 合肥 230009;;3.合肥工业大学 大知识研究院 合肥 230009;;4.明略科技集团 北京 100084;;5.北京大学软件与微电子学院 北京 102600 |
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| 基金项目： | 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 |
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| 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.
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| 关 键 词： | 家谱建设 数据中台 数据治理 知识图谱 |
| 收稿时间： | 2020-07-06 |
Huapu-CP: From Knowledge Graphs to a Data Central-Platform |
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| WU Xin-Dong,SHENG Shao-Jing,JIANG Ting-Ting,BU Chen-Yang,WU Ming-Hui.Huapu-CP: From Knowledge Graphs to a Data Central-Platform[J].Acta Automatica Sinica,2020,46(10):2045-2059. |
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| Authors: | WU Xin-Dong SHENG Shao-Jing JIANG Ting-Ting BU Chen-Yang WU Ming-Hui |
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| Affiliation: | 1. Key Laboratory of Knowledge Engineering with Big Data (Hefei University of Technology), Hefei 230009;;2. School of Computer Science and Information Engineering, Hefei University of Technology, Hefei 230009;;3. Research Institute of Big Knowledge, Hefei University of Technology, Hefei 230009;;4. Mininglamp Technology, Beijing 100084;;5. School of Software and Microelectronics, Beijing University, Beijing 102600 |
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| Abstract: | 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. |
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| Keywords: | Genealogy data central-platform data governance knowledge graph |
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