Development of Intelligent Care System for Raising the Productivity of Nursing Care

• Project/Area Number: 25330376
• Research Category: Grant-in-Aid for Scientific Research (C)
• Allocation Type: Multi-year Fund
• Section: 一般
• Research Field: Web informatics, Service informatics
• Research Institution: Aichi University
• Principal Investigator: Abe Takehiko 愛知大学, 経済学部, 教授 (60298320)
• Co-Investigator(Renkei-kenkyūsha): TAJIMA Takuya 福岡工業大学, 情報工学部, 教授 (60469583) ; KIMURA Haruhiko 公立小松大学, 生産システム科学部, 教授 (60141371)
• Project Period (FY): 2013-04-01 – 2018-03-31
• Project Status: Completed (Fiscal Year 2017)
• Budget Amount: ¥4,940,000 (Direct Cost: ¥3,800,000、Indirect Cost: ¥1,140,000); Fiscal Year 2016: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000); Fiscal Year 2015: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000); Fiscal Year 2014: ¥2,730,000 (Direct Cost: ¥2,100,000、Indirect Cost: ¥630,000); Fiscal Year 2013: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
• Keywords: 生産性向上 / 介護 / センサ / 人工知能

Outline of Final Research Achievements

In this research, we executed the foundation of research of the Intelligent Care System for raising the productivity of nursing care. The results are as follows. (1) Development of Identifying and Assessing Walking Ability System Using an Accelerometer and a Support Vector Machine (2) Development of Attribute Classification System for Pedestrians Using Plantar Pressure Value (3) Development of Sleep Disorder Detection System Using Pressure Distribution Sensor

Research Products

• [Journal Article] A Proposal for a Sleep Disorder Detection System (2018)
  • Author(s): Suthipat Swangarom, Takuya Tajima, Takehiko Abe, Haruhiko Kimura
  • Journal Title: Sensors and Materials Volume: 印刷中
  • Peer Reviewed
• [Journal Article] Development of Sleep Disorder Detection System for Solitary Person using Boditrak Sensor (2017)
  • Author(s): Suthipat Swangarom, Takuya Tajima, Takehiko Abe, Haruhiko Kimura
  • Journal Title: Proc. of the 2017 International Conference on Biometrics and Kansei Engineering Volume: - Pages: 66-69
  • Peer Reviewed
• [Journal Article] Development of Sleep Disorder Detection System using Pressure Distribution Sensor (2017)
  • Author(s): Suthipat Swangarom, Takuya Tajima, Takehiko Abe, Haruhiko Kimura
  • Journal Title: Proc. of the 17th Asia Pacific Industrial Engineering and Management Systems Conference Volume: -
  • Peer Reviewed
• [Journal Article] Development of Attribute Classification Method for Pedestrians Using Plantar Pressure Value (2016)
  • Author(s): Takuya Tajima, Takehiko Abe, Haruhiko Kimura
  • Journal Title: Sensors and Materials Volume: 26 Pages: 329-339
  • Peer Reviewed
• [Journal Article] Development of Clinical Depression Diagnosis Support System for Solitary Person (2016)
  • Author(s): Takuya Tajima, Takehiko Abe, Haruhiko Kimura
  • Journal Title: The 48th ISCIE International Symposium on Stochastic Systems Theory and Its Applications Volume: 48
  • Peer Reviewed
• [Journal Article] Development of Sleep Disorder Detection System - As Part of Development of Clinical Depression Diagnosis Support System for Solitary Person (2016)
  • Author(s): Takuya Tajima, Takehiko Abe, Haruhiko Kimura
  • Journal Title: Proc. of the 16th Asia Pacific Industrial Engineering and Management Systems Conference Volume: 16
  • Peer Reviewed
• [Journal Article] Improvement of Attribute Classification Method for Pedestrians Using Plantar Pressure Value (2015)
  • Author(s): Takuya Tajima, Takehiko Abe, Haruhiko Kimura
  • Journal Title: Proc. of the 16th Asia Pacific Industrial Engineering and Management Systems Conference Volume: 16 Pages: 620-627
  • Peer Reviewed
• [Journal Article] 足底圧力値を用いた歩行者の属性推定手法の開発 (2015)
  • Author(s): 田嶋拓也,長谷川遵二郎,阿部武彦,木村春彦
  • Journal Title: 電気学会論文誌E（センサ・マイクロマシン部門誌） Volume: 135 Pages: 15-22
  • Peer Reviewed
• [Journal Article] Identifying and Assessing Walking Ability Using an Accelerometer and a Support Vector Machine (2014)
  • Author(s): Shin-ichi Shibata, Tomoaki Beniya, Takuya Tajima, Takehiko Abe, Haruhiko Kimura,
  • Journal Title: Smart Digital Futures 2014, IIMSS-IS01, Innovative Information Services for Advanced Knowledge Activity Volume: 無 Pages: 345-356
  • Peer Reviewed
• [Journal Article] Development Age Groups Estimation Method Using Pressure Sensors Array (2013)
  • Author(s): Junjirou Hasegawa, Takuya Tajima, Takehiko Abe, Haruhiko Kimura
  • Journal Title: Information Technology Convergence Lecture Notes in Electrical Engineering Volume: 253 vol.2 Pages: 847-854
  • Peer Reviewed
• [Journal Article] Customer Classification Method for Multiple Pedestrians Using Pressure Sensors (2013)
  • Author(s): Junjirou Hasegawa, Takuya Tajima, Takehiko Abe, Haruhiko Kimura
  • Journal Title: 2013 International Joint Conference on Awareness Science and Technology(iCAST2013) Volume: 無 Pages: 350-353
  • Peer Reviewed
• [Presentation] ハイブリッドセンサを用いた歩幅・関節駆動制限における歩行識別 (2016)
  • Author(s): 吉田将緒，田村真之介，柴田慎一，田嶋拓也，阿部武彦，木村春彦
  • Organizer: 電子情報通信学会総合大会
  • Place of Presentation: 九州大学伊都キャンパス（福岡市）
  • Year and Date: 2016-03-16
• [Presentation] 加速度センサとSVMを用いた歩行状態の識別評価に関する研究
  • Author(s): 紅谷 知明，山本 敦史，柴田 慎一，田嶋拓也，阿部武彦，木村春彦
  • Organizer: Japan-China Workshop on Logistics Systems and Industrial Engineering 2014「物流システムと経営工学」
  • Place of Presentation: 金沢星稜大学