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2013 Fiscal Year Final Research Report

Large-scale Database Construction of Wearable Sensors for Human Activity Recognition

Research Project

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Project/Area Number 23240014
Research Category

Grant-in-Aid for Scientific Research (A)

Allocation TypeSingle-year Grants
Section一般
Research Field Media informatics/Database
Research InstitutionNagoya University

Principal Investigator

KAWAGUCHI Nobuo  名古屋大学, 工学(系)研究科(研究院), 教授 (10273286)

Co-Investigator(Kenkyū-buntansha) NISHIO Nobuhiko  立命館大学, 情報理工学部, 教授 (70286631)
SUMI Yasuyuki  公立はこだて未来大学, システム情報科学部, 教授 (30362578)
FUJINAMI Kaori  東京農工大学, 工学(系)研究科(研究院), 准教授 (10409633)
TERADA Tsutomu  神戸大学, 工学研究科, 准教授 (70324861)
INOUE Souzou  九州工業大学, 大学院・工学研究院, 准教授 (90346825)
KAWAHARA Yoshihiro  東京大学, 大学院・情報理工学系研究科, 講師 (80401248)
SHUZO Masaki  神奈川大学, 工学部, 准教授 (10456155)
OMURA Ren  豊橋技術科学大学, 工学(系)研究科(研究院), 講師 (10395163)
HADA Hisakazu  東京工科大学, メディア学部, 准教授 (00311788)
Project Period (FY) 2011-04-01 – 2014-03-31
Keywordsユーザモデル / 行動理解 / 行動センシング / 加速度センサ
Research Abstract

We held HASC Challenge that is a technical challenge for human activity sensing data collection continuously. Additionally, we organized indoor pedestrian sensing corpus with a balance of gender and age for indoor positioning and floor-plan generation researches. As the total, cumulative subjects exceed 500, and initial goal of the research is achieved. We also developed HASC Tool and HASC Logger for human activity sensing research. We held HASCA2013 as the joint workshop of Ubicomp2013 for enhance international appearance of our research.

  • Research Products

    (17 results)

All 2014 2013 Other

All Journal Article (4 results) Presentation (4 results) Book (1 results) Remarks (7 results) Patent(Industrial Property Rights) (1 results) (of which Overseas: 1 results)

  • [Journal Article] 無線LAN 環境特異点に基づくゲート通過検出手法2014

    • Author(s)
      梶克彦, 河口信夫
    • Journal Title

      情報処理学会論文誌

      Volume: Vol.55, No.1 Pages: 366-377

  • [Journal Article] 行動センシング統合ツールHASC Tool2013

    • Author(s)
      梶克彦
    • Journal Title

      情報処理

      Volume: Vol.54, No.6 Pages: 568-569

  • [Journal Article] 行動の順序制約を用いた加速度データのラベリング手法2013

    • Author(s)
      村尾和哉, 鳥居康幸, 寺田努, 塚本昌彦
    • Journal Title

      情報処理学会論文誌

      Volume: Vol.55, No.1 Pages: 519-530

  • [Journal Article] Capturing Nursing Interaction from Mobile Sensor Data and In-room Sensors2013

    • Author(s)
      井上創造, 林田興祐, 中村優斗, 野原康伸, 中島直樹
    • Journal Title

      International Conference on Human-Computer Interaction(HCI Interaction)

  • [Presentation] HASC-IPSC : Indoor Pedestrian Sensing Corpus with a Balance of Gender and Age for Indoor Positioning and Floor-plan Generation Researches

    • Author(s)
      Kaji, K., Watanabe, H., Ban, R., Kawaguchi, N
    • Organizer
      International Workshop on Human Activity Sensing Corpus and Its Application (HASCA2013)
  • [Presentation] HASC2012corpus : Large Scale Human Activity Corpus and Its Application

    • Author(s)
      Kawaguchi, N., Watanabe, H., Yang, T., Ogawa, N., Iwasaki Y., Kaji, N., Terada, T., Murao K., Inoue S., Kawahara Y., Hada H., Sumi Y., Nishio N.
    • Organizer
      Proceedings of the Second International Workshop of Mobile Sensing : From Smartphones and Wearables to Big Data (IPSN'12)
  • [Presentation] HASC2011corpus : Towards the Common Ground of Human Activity Recognition

    • Author(s)
      Kawaguchi, N., Yang, Y., Yang, T., N., Ogawa, N., Iwasaki, Y., Kaji, K., Terada, T., Murao, K., Inoue, S., Kawahara, Y., Sumi, Y., Nishio, N.
    • Organizer
      Proceedings of 13th ACM International Conference on Ubiquitous Computing
  • [Presentation] Distributed Human Activity Data Processing using HASC Tool

    • Author(s)
      Kawaguchi, N., Ogawa, N., Iwasaki, Y., Kaji, K
    • Organizer
      Proceedings of 13th ACM International Conference on Ubiquitous Computing
  • [Book] ビッグデータ・マネジメント~データサイエンティストのためのデータ利活用技術と事例~2014

    • Author(s)
      西尾信彦, 他
    • Total Pages
      240
    • Publisher
      株式会社エヌ・ティー・エス
  • [Remarks] HASCA2013Web ページ

    • URL

      http://hasca2013.hasc.jp

  • [Remarks] HASCA2014Web ページ

    • URL

      http://hasca2014.hasc.jp

  • [Remarks] HASC ホームページ

    • URL

      http://hasc.jp

  • [Remarks] HASC Hub (コーパス)ページ

    • URL

      http://hub.hasc.jp

  • [Remarks] 携帯電話の持ち運び場所判定(YouTube ビデオ)

    • URL

      http://youtu.be/U9LO3UX3pgs

  • [Remarks] 加速度センサジェスチャデータ公開

    • URL

      http://ubi.eedept.kobe-u.ac.jp/research/special/mobilerecognition_e.html

  • [Remarks] HASC-IPSC:屋内歩行センシングコーパス

    • URL

      http://hasc.jp/ipsc/

  • [Patent(Industrial Property Rights)] 携帯デバイスの携帯場所判定方法,携帯デバイス,携帯デバイスの携帯場所判定システム2013

    • Inventor(s)
      河内智志, 藤波香織
    • Industrial Property Rights Holder
      東京農工大学
    • Industrial Property Rights Type
      特許
    • Industrial Property Number
      特願2013-040988
    • Filing Date
      2013-03-01
    • Overseas

URL: 

Published: 2015-06-25  

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