• Complex
  • Title
  • Keyword
  • Abstract
  • Scholars
  • Journal
  • ISSN
  • Conference
搜索

Author:

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

Indexed by:

EI Scopus

Abstract:

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.

Keyword:

Neuroimaging Data handling Geometry Query languages Semantics Decision making

Author Community:

  • [ 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

Reprint Author's Address:

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

Email:

Show more details

Related Keywords:

Related Article:

Source :

Communications in Computer and Information Science

ISSN: 1865-0929

Year: 2014

Volume: 480

Page: 213-226

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count: 1

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 8

Online/Total:493/10582469
Address:BJUT Library(100 Pingleyuan,Chaoyang District,Beijing 100124, China Post Code:100124) Contact Us:010-67392185
Copyright:BJUT Library Technical Support:Beijing Aegean Software Co., Ltd.