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Author:

Zhong, Han (Zhong, Han.) | Chen, Jianhui (Chen, Jianhui.) | Kotake, Taihei (Kotake, Taihei.) | Han, Jian (Han, Jian.) | Zhong, Ning (Zhong, Ning.) | Huang, Zhisheng (Huang, Zhisheng.)

Indexed by:

CPCI-S

Abstract:

Integrating brain big data is an important issue of the systematic Brain Informatics study. Provenances provide a practical approach to realize the information-level data integration. However, the existing neuroimaging provenances focus on describing experimental conditions and analytical processes, and cannot meet the requirement of integrating brain big data. This paper puts forward a provenance model of brain data, in which model elements are identified and defined by extending the Open Provenance Model. A case study is also described to demonstrate significance and usefulness of the proposed model. Such a provenance model facilitates more accurate modeling of brain data, including data creation and data processing for integrating various primitive brain data, brain data related information during the systematic Brain Informatics study.

Keyword:

Author Community:

  • [ 1 ] [Zhong, Han]Beijing Univ Technol, Int WIC Inst, Beijing 100024, Peoples R China
  • [ 2 ] [Han, Jian]Beijing Univ Technol, Int WIC Inst, Beijing 100024, Peoples R China
  • [ 3 ] [Zhong, Ning]Beijing Univ Technol, Int WIC Inst, Beijing 100024, Peoples R China
  • [ 4 ] [Chen, Jianhui]Hong Kong Polytech Univ, Dept Comp, Kowloon, Hong Kong, Peoples R China
  • [ 5 ] [Zhong, Ning]Beijing Key Lab MRI & Brain Informat, Beijing, Peoples R China
  • [ 6 ] [Kotake, Taihei]Maebashi Inst Technol, Dept Life Sci & Informat, Maebashi, Gunma 3710816, Japan
  • [ 7 ] [Zhong, Ning]Maebashi Inst Technol, Dept Life Sci & Informat, Maebashi, Gunma 3710816, Japan
  • [ 8 ] [Huang, Zhisheng]Vrije Univ Amsterdam, Knowledge Representat & Reasoning Grp, NL-1081 HV Amsterdam, Netherlands

Reprint Author's Address:

  • [Zhong, Han]Beijing Univ Technol, Int WIC Inst, Beijing 100024, Peoples R China

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Source :

BRAIN AND HEALTH INFORMATICS

ISSN: 0302-9743

Year: 2013

Volume: 8211

Page: 439-449

Language: English

Cited Count:

WoS CC Cited Count: 6

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 7

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