Item type |
DP(1) |
公開日 |
2019-07-15 |
タイトル |
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タイトル |
Field Trial of Driver Management Application with Wearable Vital Sensor |
言語 |
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言語 |
jpn |
資源タイプ |
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資源タイプ識別子 |
http://purl.org/coar/resource_type/c_6501 |
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資源タイプ |
journal article |
その他タイトル |
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その他のタイトル |
一般投稿論文 |
著者所属 |
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NTT Corporation. |
著者所属 |
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NTT Corporation. |
著者所属 |
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NTT Corporation. |
著者所属 |
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NTT Communications Corporation. |
著者所属 |
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NTT Communications Corporation |
著者名 |
Yoji, Yamato
Makoto, Nakayama
Akihiro, Chiba
Tomoaki, Masuda
Tokutaro, Yoshida
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論文抄録 |
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内容記述タイプ |
Other |
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内容記述 |
In this paper, we propose a transportation driver management application (DMA) that resolves existing problems to utilize workers' vital data to take real-time actions. Internet of Things (IoT) technologies have recently been progressing, but real-time actions based on workers' analyzed vital data have not yet been considered suffi-ciently. The causes are insufficient use of analysis methods of stream/micro batch processing, high network cost, and insufficient backend system coordination. To resolve these problems, our DMA collects a driver's vital data in an electrocardiograph and acceleration from a wearable vital sensor hitoe and analyzes them on smart phones or the cloud to extract his/her posture and fatigue level. DMA can take real-time actions such as alerts or assignment of substitute drivers on the basis of analyzed dangerous driving or fatigue level. We implemented DMA and conducted a field trial with the Keifuku Bus Company from October to November 2016 to demonstrate its effectiveness. |
書誌レコードID |
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収録物識別子タイプ |
NCID |
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収録物識別子 |
AA1245124X |
書誌情報 |
デジタルプラクティス
巻 10,
号 3,
p. 588-602,
発行日 2019-07-15
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ISSN |
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収録物識別子タイプ |
ISSN |
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収録物識別子 |
2188-4390 |
出版者 |
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言語 |
ja |
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出版者 |
情報処理学会 |