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作者:

Chen, Jianhui (Chen, Jianhui.) | Feng, Jianhua (Feng, Jianhua.) | Zhong, Ning (Zhong, Ning.) | Huang, Zhisheng (Huang, Zhisheng.)

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EI Scopus

摘要:

The systematic Brain Informatics (BI) study is a data-driven process and all decision-making and suppositions depend on the deep understanding of brain data. Aiming at unstructured brain data, semantic neuroimaging data provenances, called BI provenances, have been constructed to support the quick and comprehensive understanding about data origins and data processing. However, the existing file-based or transaction-database-based provenance queries cannot effectively meet the requirements of understanding data and generating decision or suppositions in the systematic study, which needs multi-aspect and multigranularity information of provenances. Inspired by the online analytical processing (OLAP) system, this paper proposes provenance cubes to support multi-aspect and multi-granularity provenance queries. A Data- Brain based approach is also designed to develop a BI OLAP system based on provenances cubes. The case study demonstrates significance and usefulness of the proposed approach. © Springer-Verlag Berlin Heidelberg 2014.

关键词:

Data handling Decision making Geometry Neuroimaging Query languages Semantics

作者机构:

  • [ 1 ] [Chen, Jianhui]Department of Computer Science and Technology, Tsinghua University, Beijing; 100084, China
  • [ 2 ] [Feng, Jianhua]Department of Computer Science and Technology, Tsinghua University, Beijing; 100084, China
  • [ 3 ] [Zhong, Ning]Department of Life Science and Informatics, Maebashi Institute of Technology, Maebashi-City; 371-0816, Japan
  • [ 4 ] [Zhong, Ning]International WIC Institute, Beijing University of Technology, Beijing; 100124, China
  • [ 5 ] [Huang, Zhisheng]Department of Computer Science, Vrije University Amsterdam, Amsterdam, Netherlands
  • [ 6 ] [Huang, Zhisheng]International WIC Institute, Beijing University of Technology, Beijing; 100124, China

通讯作者信息:

  • [chen, jianhui]department of computer science and technology, tsinghua university, beijing; 100084, china

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来源 :

Communications in Computer and Information Science

ISSN: 1865-0929

年份: 2014

卷: 480

页码: 213-226

被引次数:

WoS核心集被引频次: 0

SCOPUS被引频次: 1

ESI高被引论文在榜: 0 展开所有

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