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作者:

Zhong, Ning (Zhong, Ning.) | Chen, Jianhui (Chen, Jianhui.)

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摘要:

The development of brain science has led to a vast increase of brain data. To meet requirements of a systematic methodology of Brain Informatics (BI), this paper proposes a new conceptual model of brain data, namely Data-Brain, which explicitly represents various relationships among multiple human brain data sources, with respect to all major aspects and capabilities of human information processing systems (HIPS). A multidimension framework and a BI methodology-based ontological modeling approach have been developed to implement a Data-Brain. The Data-Brain, Data-Brain-based BI provenances, and heterogeneous brain data can be used to construct a Data-Brain-based brain data center which provides a global framework to integrate data, information, and knowledge coming from the whole research process for systematic BI study. Such a Data-Brain modeling approach represents a radically new way for domain-driven conceptual modeling of brain data, which models a whole process of systematically investigating human information processing mechanisms.

关键词:

provenance brain informatics domain-driven conceptual modeling ontologies Data-brain

作者机构:

  • [ 1 ] [Zhong, Ning]Beijing Univ Technol, Int WIC Inst, Beijing 100124, Peoples R China
  • [ 2 ] [Chen, Jianhui]Beijing Univ Technol, Int WIC Inst, Beijing 100124, Peoples R China
  • [ 3 ] [Zhong, Ning]Maebashi Inst Technol, Dept Life Sci & Informat, Knowledge Informat Syst Lab, Maebashi, Gunma 3710816, Japan

通讯作者信息:

  • 钟宁

    [Zhong, Ning]Beijing Univ Technol, Int WIC Inst, Beijing 100124, Peoples R China

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来源 :

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

ISSN: 1041-4347

年份: 2012

期: 12

卷: 24

页码: 2127-2142

8 . 9 0 0

JCR@2022

ESI学科: ENGINEERING;

JCR分区:1

中科院分区:2

被引次数:

WoS核心集被引频次: 26

SCOPUS被引频次: 27

ESI高被引论文在榜: 0 展开所有

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