• Search Research Projects
  • Search Researchers
  • How to Use
  1. Back to previous page

Constructing Data-Brain Based on Brain Informatics Methodology for Systematic Brain Studies

Research Project

Project/Area Number 26350994
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Brain biometrics
Research InstitutionMaebashi Institute of Technology

Principal Investigator

ZHONG Ning  前橋工科大学, 工学部, 教授 (70284263)

Co-Investigator(Kenkyū-buntansha) 今村 一之  前橋工科大学, 工学部, 教授 (30203326)
大島 宗哲  育英短期大学, その他部局等, 准教授(移行) (80554162)
本村 信一  前橋工科大学, 工学部, 講師 (10737472)
Project Period (FY) 2014-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000)
Fiscal Year 2016: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2015: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2014: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Keywords脳情報学 / 認知心理学 / 脳神経科学 / 人工知能 / データブレイン / ビッグデータ / 知識ベース / ウェブインテリジェンス / セマンティックウェブ / 認知科学 / セマンティック・ウェブ / オントロジ
Outline of Final Research Achievements

We effectively integrated multilevel brain and mental health big data by using brain informatics based conceptual model called Data-Brain and provide multi-level and content-oriented services for different types of users through an open and extendable interface. Furthermore, we investigated the neural substrates underlying the human cognition, emotion, and their interactions, in order to demonstrate the usefulness of the proposed methodology and systems. Our findings demonstrate that human cognition and emotion are not isolated, but compete for cognitive resources for attention and executive control. This project can also be considered as a case study for demonstrating the advances of brain informatics methodology and the Data-Brain based system in accelerating progress towards a multi-level understanding of brain structure and function.

Report

(4 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Research-status Report
  • 2014 Research-status Report
  • Research Products

    (42 results)

All 2017 2016 2015 2014 Other

All Int'l Joint Research (3 results) Journal Article (13 results) (of which Int'l Joint Research: 10 results,  Peer Reviewed: 13 results,  Acknowledgement Compliant: 4 results,  Open Access: 7 results) Presentation (22 results) (of which Int'l Joint Research: 13 results,  Invited: 9 results) Book (1 results) Remarks (1 results) Funded Workshop (2 results)

  • [Int'l Joint Research] 北京工業大学/首都医科大学宣武医院/首都医科大学付属安定医院(中国)

    • Related Report
      2016 Annual Research Report
  • [Int'l Joint Research] Georgia State University/Allen Institute for Brain Science(米国)

    • Related Report
      2016 Annual Research Report
  • [Int'l Joint Research] Vrije University of Amsterdam(オランダ)

    • Related Report
      2016 Annual Research Report
  • [Journal Article] The Functional Architectures of Addition and Subtraction: Network Discovery Using fMRI and DCM.2017

    • Author(s)
      Y. Yang, N. Zhong (corresponding author), K. Friston, K. Imamura, S. Lu, M. Li, H. Zhou, H. Wang, K. Li, and B. Hu
    • Journal Title

      Human Brain Mapping

      Volume: 38(6) Issue: 6 Pages: 3210-3225

    • DOI

      10.1002/hbm.23585

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] M-AMST: An Automatic 3D Neuron Tracing Method Based on Mean Shift and Adapted Minimum Spanning Tree.2017

    • Author(s)
      Z. Wan, Y. He, M. Hao, J. Yang, and N. Zhong (corresponding author).
    • Journal Title

      BMC Bioinformatics

      Volume: 18 Issue: 1 Pages: 197-197

    • DOI

      10.1186/s12859-017-1597-9

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] A probabilistic inference model for recommender systems2016

    • Author(s)
      Jiajin Huang, Kunlei Zhu, Ning Zhong
    • Journal Title

      Applied Intelligence 45(3): 686-694 (2016)

      Volume: 45 Issue: 3 Pages: 686-694

    • DOI

      10.1007/s10489-016-0783-1

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Task and resting-state fMRI reveal altered salience responses to positive stimulin in patients with major depressive disorder.2016

    • Author(s)
      Yang, Y., Zhong, N., Imamura, K., Lu, S., Li, M., Zhou, H., Li, H., Yang, X., Wan, Z., Wang, G., Hu, B., Li, K.
    • Journal Title

      PLOS ONE

      Volume: 11 Issue: 5 Pages: 1-19

    • DOI

      10.1371/journal.pone.0155092

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Cognitive Behavioral Performance of Untreated Depressed Patients with Mild Depressive Symptoms2016

    • Author(s)
      M. Li, N. Zhong (corresponding author), S. Lu, G. Wang, L. Feng, and B. Hu
    • Journal Title

      PLoS One

      Volume: 11(1) Issue: 1 Pages: e0146356-e0146356

    • DOI

      10.1371/journal.pone.0146356

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Brain Informatics-Based Big Data and the Wisdom Web of Things2015

    • Author(s)
      Ning Zhong, Stephen S. Yau, Jianhua Ma, Shinsuke Shimojo, Marcel Just, Bin Hu, Guoyin Wang, Kazuhiro Oiwa, Yuichiro Anzai
    • Journal Title

      IEEE Intelligent Systems

      Volume: 30 Issue: 5 Pages: 2-7

    • DOI

      10.1109/mis.2015.83

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Self-regulation of Aversive Emotion: A Dynamic Causal Model2015

    • Author(s)
      Ning Zhong, Yang Yang, Kazuyuki Imamura, Shengfu Lu, Mi Li, Haiyan Zhou, Gang Wang, Kuncheng Li
    • Journal Title

      Advances in Computational Psychophysiology, Science Supplement

      Volume: 2 Pages: 25-27

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Modeling Tag-Aware Recommendations Based on User Preferences2015

    • Author(s)
      Jiajin Hunag, Xi Yuan, Ning Zhong, Yiyu Yao
    • Journal Title

      International Journal of Information Technology and Decision Making

      Volume: 14 Issue: 05 Pages: 947-970

    • DOI

      10.1142/s0219622015500194

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Cognition-inspired Route Evaluation Using Mobile Phone Data2015

    • Author(s)
      " Hui Wang, Jiajin Huang, Erzhong Zhou, Zhisheng Huang, Ning Zhong "
    • Journal Title

      Natural Computing

      Volume: 14 Issue: 4 Pages: 637-648

    • DOI

      10.1007/s11047-014-9479-9

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] The Effects of Gender Differences in Patients with Depression on Their Emotional Working Memory and Emotional Experience2015

    • Author(s)
      Mi Li, Shengfu Lu, Gang Wang, Ning Zhong
    • Journal Title

      Behavioural Neurology

      Volume: 2015 Pages: 1-8

    • DOI

      10.1155/2015/807343

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] WaaS-Wisdom as a Service2014

    • Author(s)
      Jianhui Chen, Jianhua Ma, Ning Zhong, Yiyu Yao, Jiming Liu, Runhe Huang, Wenbin Li, Zhisheng Huang, Yang Gao, Jianping Cao
    • Journal Title

      IEEE Intelligent Systems

      Volume: 29 Issue: 6 Pages: 40-47

    • DOI

      10.1109/mis.2014.19

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Extracting news blog hot topics based on the W2T Methodology2014

    • Author(s)
      Shu-Ming Sun, Ning Zhong
    • Journal Title

      World Wide Web

      Volume: 17 Issue: 3 Pages: 377-404

    • DOI

      10.1007/s11280-013-0207-7

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] Experimental design and signal selection for construction of a robot control system based on EEG signals2014

    • Author(s)
      M. Yoshioka, C. Zhu, K. Uemoto, H. Liang,, H. Yu, F. Duan, and Y. Yan
    • Journal Title

      Robotics and Biomimetics

      Volume: 1 Issue: 1 Pages: 1-11

    • DOI

      10.1186/s40638-014-0022-3

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access
  • [Presentation] Human Emotion Variation Analysis Based on EEG Signal and POMS Scale2016

    • Author(s)
      Youjun Li, Haiyan Zhou, Jianhui Chen, Jiajin Huang, Meng Chen, Yan Liu, Ning Zhong
    • Organizer
      BIH 2016
    • Place of Presentation
      Omaha, Nebraska, USA
    • Year and Date
      2016-10-13
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Fast Marching Spanning Tree: An Automatic Neuron Reconstruction Method2016

    • Author(s)
      Ming Hao, Jian Yang, Xiaoyang Liu, Zhijiang Wan, Ning Zhong
    • Organizer
      BIH 2016
    • Place of Presentation
      Omaha, Nebraska, USA
    • Year and Date
      2016-10-13
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] An Automatic Neuron Tracing Method Based on Mean Shift and Minimum Spanning Tree2016

    • Author(s)
      Zhijiang Wan, Yishan He, Ming Hao, Jian Yang, Ning Zhong
    • Organizer
      BIH 2016
    • Place of Presentation
      Omaha, Nebraska, USA
    • Year and Date
      2016-10-13
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Alterations in Emotional and Salience Responses to Positive Stimuli in Major Depressive Disorder.2016

    • Author(s)
      Yang Yang, Lei Feng, Kazuyuki Imamura, Xiaojing Yang, Huaizhou Li, Gang Wang, Bin Hu, Shengfu Lu, Ning Zhong
    • Organizer
      BIH 2016
    • Place of Presentation
      Omaha, Nebraska, USA
    • Year and Date
      2016-10-13
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A Provenance Driven Approach for Systematic EEG Data Analysis2016

    • Author(s)
      Xian Li, Jianzhuo Yan, Jianhui Chen, Yongchuan Yu, Ning Zhong
    • Organizer
      BIH 2016
    • Place of Presentation
      Omaha, Nebraska, USA
    • Year and Date
      2016-10-13
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Leveraging Item Connections to Improve Social Recommendations with Ratings and Reviews2016

    • Author(s)
      Jiajin Huang, Ning Zhong
    • Organizer
      WI 2016
    • Place of Presentation
      Omaha, Nebraska, USA
    • Year and Date
      2016-10-13
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Exploiting Group Pairwise Preference Influences for Recommendations2016

    • Author(s)
      Kunlei Zhu, Jiajin Huang, Ning Zhong
    • Organizer
      IJCSR 2016
    • Place of Presentation
      Santiago de Chile, Chile
    • Year and Date
      2016-10-07
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Automated Functional Connectivity Analysis for Multiple Brain Data Sets2016

    • Author(s)
      Taihei Kotake, Ning Zhong, Jianhui Chen
    • Organizer
      CME 2016
    • Place of Presentation
      Tochigi Japan
    • Year and Date
      2016-08-04
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Brain Big Data Based Wisdom Service2016

    • Author(s)
      Ning Zhong
    • Organizer
      ICDS 2016
    • Place of Presentation
      Xi'an, China
    • Year and Date
      2016-06-24
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Point-of-Interest Recommendations by Unifying Multiple Correlations2016

    • Author(s)
      Ce Cheng, Jiajin Huang, Ning Zhong
    • Organizer
      WAIM 2016
    • Place of Presentation
      Nanchang, China
    • Year and Date
      2016-06-03
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Big Data in Global Brain and Social Networks2015

    • Author(s)
      Ning Zhong
    • Organizer
      WI-IAT 2015
    • Place of Presentation
      シンガポール
    • Year and Date
      2015-12-06
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Brain Big Data Wisdom Service for Mental Healthcare2015

    • Author(s)
      Ning Zhong
    • Organizer
      IJCRS 2015
    • Place of Presentation
      中国・天津
    • Year and Date
      2015-11-20
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Brain Big Data Wisdom Service for Mental Healthcare2015

    • Author(s)
      Ning Zhong
    • Organizer
      2015 Sino-Dutch Forum on ICT for Smart City
    • Place of Presentation
      オランダ・アムステルダム
    • Year and Date
      2015-06-01
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Brain Big Data Wisdom Service for Mental Healthcare2014

    • Author(s)
      Ning Zhong
    • Organizer
      International Health Big Data Workshop
    • Place of Presentation
      Shenzhen, China
    • Year and Date
      2014-11-29
    • Related Report
      2014 Research-status Report
    • Invited
  • [Presentation] Data-Brain Driven Documents Ranking for Constructing Brain Informatics Provenances2014

    • Author(s)
      Han Zhong, Jianhui Chen, Jian Han, Ning Zhong
    • Organizer
      Brain Informatics and Health 2014
    • Place of Presentation
      Warsaw, Poland
    • Year and Date
      2014-08-11 – 2014-08-14
    • Related Report
      2014 Research-status Report
  • [Presentation] A Brain Informatics Research Recommendation System2014

    • Author(s)
      Jian Han, Jianhui Chen, Han Zhong, Ning Zhong
    • Organizer
      Brain Informatics and Health 2014
    • Place of Presentation
      Warsaw, Poland
    • Year and Date
      2014-08-11 – 2014-08-14
    • Related Report
      2014 Research-status Report
  • [Presentation] Ventral Stream Plays an Important Role in Statistical Graph Comprehension: An fMRI Study2014

    • Author(s)
      Mi Li, Shengfu Lu, Jing Wang, Liwang Ma, Mengjie Zhang, Ning Zhong
    • Organizer
      Brain Informatics and Health 2014
    • Place of Presentation
      Warsaw, Poland
    • Year and Date
      2014-08-11 – 2014-08-14
    • Related Report
      2014 Research-status Report
  • [Presentation] Shift of Brain-State during Recovery from Discomfort Induced by Aversive Pictures2014

    • Author(s)
      Yang Yang, Emi Tosaka, Xiaojing Yang, Kazuyuki Imamura, Xiuya Lei, Gang Wang, Bin Hu, Shengfu Lu, Ning Zhong
    • Organizer
      Brain Informatics and Health 2014
    • Place of Presentation
      Warsaw, Poland
    • Year and Date
      2014-08-11 – 2014-08-14
    • Related Report
      2014 Research-status Report
  • [Presentation] Research Issues and Challenges on Brain Informatics2014

    • Author(s)
      Ning Zhong
    • Organizer
      ITQM 2014
    • Place of Presentation
      Moscow, Russia
    • Year and Date
      2014-06-03 – 2014-06-05
    • Related Report
      2014 Research-status Report
    • Invited
  • [Presentation] Brain Big Data Wisdom Service for Mental Healthcare2014

    • Author(s)
      Ning Zhong
    • Organizer
      ICDS 2014
    • Place of Presentation
      Beijing, China
    • Year and Date
      2014-05-27 – 2014-05-28
    • Related Report
      2014 Research-status Report
    • Invited
  • [Presentation] Research Issues and Challenges on Brain Informatics2014

    • Author(s)
      Ning Zhong
    • Organizer
      PAKDD 2014
    • Place of Presentation
      Tainan, Taiwan
    • Year and Date
      2014-05-13 – 2014-05-16
    • Related Report
      2014 Research-status Report
    • Invited
  • [Presentation] Brain Big Data Wisdom Service for Mental Healthcare2014

    • Author(s)
      Ning Zhong
    • Organizer
      APEC Smart City Innovation & Technology Cooperation Fortum
    • Place of Presentation
      Changzhou, China
    • Year and Date
      2014-04-08 – 2014-04-11
    • Related Report
      2014 Research-status Report
    • Invited
  • [Book] Wisdom Web of Things2016

    • Author(s)
      N. Zhong, J. Ma, J. Liu, R. Huang, X. Tao
    • Total Pages
      349
    • Publisher
      Springer
    • Related Report
      2016 Annual Research Report
  • [Remarks] Ning Zhong's Home Page

    • URL

      http://kis-lab.com/zhong/

    • Related Report
      2016 Annual Research Report
  • [Funded Workshop] 2016 International Conference on Brain Informatics and Health2016

    • Place of Presentation
      Omaha, Nebraska, USA
    • Year and Date
      2016-10-13
    • Related Report
      2016 Annual Research Report
  • [Funded Workshop] 2016 IEEE/WIC/ACM International Conference on Web Intelligence2016

    • Place of Presentation
      Omaha, Nebraska, USA
    • Year and Date
      2016-10-13
    • Related Report
      2016 Annual Research Report

URL: 

Published: 2014-04-04   Modified: 2022-02-16  

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi