Finding Major Patterns of Aging Process by Data Synchronization

• MIYANO Takaya

  Department of Micro System Technology, Ritsumeikan University The Institute of Electronics, Information and Communication Engineers

• TSUTSUI Takako

  Department of Health and Social Services, National Institute of Public Health

Abstract

We developed a method for extracting feature patterns from multivariate data using a network of coupled phase oscillators subject to an analogue of the Kuramoto model for collective synchronization. Our method may be called data synchronization. We applied data synchronization to the care-needs-certification data, provided by Otsu City as a historical old city near Kyoto City, in the Japanese public long-term care insurance program to find the trend of the major patterns of the aging process for elderly people needing nursing care.

Journal

• IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences

  IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences E91-A (9), 2514-2519, 2008

  The Institute of Electronics, Information and Communication Engineers

Keywords

• collective synchronization
• data mining
• health information technology
• care needs certification

Details

• CRID: 1390282681287449216
• NII Article ID: 10026851829
• NII Book ID: AA10826239
• DOI: 10.1093/ietfec/e91-a.9.2514
• ISSN: 17451337
• ISSN: 09168508
• Web Site: https://www.jstage.jst.go.jp/article/transfun/E91.A/9/E91.A_9_2514/_pdf
• Text Lang: en
• Data Source:
  • JaLC
  • Crossref
  • CiNii Articles
• Abstract License Flag: Disallowed