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Author:

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

Indexed by:

EI Scopus SCIE

Abstract:

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.

Keyword:

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

Author Community:

  • [ 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

Reprint Author's Address:

  • 钟宁

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

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Source :

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

ISSN: 1041-4347

Year: 2012

Issue: 12

Volume: 24

Page: 2127-2142

8 . 9 0 0

JCR@2022

ESI Discipline: ENGINEERING;

JCR Journal Grade:1

CAS Journal Grade:2

Cited Count:

WoS CC Cited Count: 26

SCOPUS Cited Count: 27

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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