Human Activity in the World.

Making a fantastic goal at a football game, playing an instrument, spreading manure over the field, watering flowers, manufacturing a trial, caring elderly people, or performing an operation by doctor..., what we commonly have here is human "activity". If we can automatically track the human activity, a computer will be able to support or provide a new service for these activities. Those can be utilized not only for entertainment such sports or instruments, but also for agriculture or medical care which are crucial domains for human beings. In our laboratory, we are developing a system by which accelerometer information from smartphones such as iPhones or Androids is easily and globally gathered, and based on the information, researching technique which will be utilized to various services by recognizing those activities automatically. So far, large-scale data about 40,000 records from 250 people has been gathered, and our study also attracts attention from the world.

Alkan all

Welcome to Sozo lab., Kyushu Institute of Technology

Lab. Info.

  • Sozo Inoue Lab., Graduate School of Engineering, Kyushu Institute of Technology
  • Address: 1-1 Sensui-cho, Tobata-ku, Kitakyushu-shi, Fukuoka, 804-8550, JAPAN
  • Place: General Education Bld. 218 (Office: 2nd General Research Bld. 2F Incubation Room; Students: 1st General Research Bld. 7F 707)
  • Phone, FAX: (81) - 93 - 884 - 3410
  • Tokyo office: Les Bureaux, Shinbashi Ekimae Bld., 1 6F, 2-20-15, Shinbashi, Minato, Tokyo

キーワード

行動認識,機械学習,介護応用,医療応用,ユビキタス,IoT,機械学習,ヒューマンセンシング,データ工学,データサイエンス,ビッグデータ

プロジェクト

2016-2020 地域イノベーションエコシステム
2016-2018 挑戦的萌芽研究 代表
2014-2018 基盤研究(B) 代表
2016-2018 AMED医療機器開発
2016-2017 サポイン事業 分担
2014-2017 NICTソーシャル・ビッグデータ

Curing Future Diseases.

Today, the increasing cost of national health care is a serious problem in the nation. Young people who will enter the workforce several years later could bear a tens of thousands of yens larger tax than today. To avoid this, "preventive medical care" will play an important role. Under this concept, people receive treatment before getting ill even without going to the hospital. In our laboratory, we are researching with Tokyo University, Kyushu University, many hospitals, and medical checkup service providers, on the scheme to monitor and capitalize on biological, behavioral, and health information of patients for preventive medical care by applying computer technology. So far, approximately 300 subjects have participated in our experiments, and we have conducted advanced data analysis on information obtained from those subjects, provided feedback of results to them at the right time, and thereby found that these processes improved their health, encouraged them to exercise, and helped discover their crises early. Through advanced data analysis and application technologies, information science and technology will be able to provide "information as a drug," which is expected to be as effective as real drugs.

Healthcare e

共同研究等

2017-2018 Groovenauts
2016-2017 Lifull
2016 九州先端科学技術研究所
2016 IDCフロンティア
2016 ニッセイ情報テクノロジー
理化学研究所革新知能統合研究センター客員
株式会社TEAM AIBOD技術顧問

この3年間の論文等

論文誌: 6
招待講演: 14
受賞: 12
学会誌: 3
国際学会: 12
国際ポスター発表: 7
国内学会: 30

この1年間の報道

2018 行動認識技術で第4の研究パラダイムに切り込む: 研究応援
2017 行動分析し介護効率化 適正配置などに役立てる: 財界九州
2017 CEATEC JAPAN 九州・沖縄からも"新顔"目立つ: 電波新聞
他.全3件

設備

VR運転シミュレータ
VR投影ドーム
スマートフォン数百台
BluetoothLEセンサノード数百台
LoraWANセンサノード100台
GPU計算機サーバ数台
計算機多数
自動車
Hololens