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健康城市：从杂货袋和智能手表跟踪人口健康Healthy Cities: Tracking Population Health from Grocery Bags and Smart Watches |
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| 课程网址: | http://videolectures.net/eswc2019_quercia_healthy_cities/ |
| 主讲教师: | Daniele Quercia |
| 开课单位: | 剑桥大学 |
| 开课时间: | 2019-09-19 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | We will see how to aggregate both readings from consumer wearable devices and records of food purchases to track people’s well-being at scale. From 11,600 Nokia Health wearables, we collected readings of steps, sleep, and heart rate in the entire cities of London and San Francisco over the course of 1 year. Christmas and New Year’s eve were associated only with short-lived and minor disruptions, while both Brexit and Trump’s election greatly impacted people’s sleep and even heart rates. Then, for another entire year in London, we studied the association between food purchases in grocery stores, as measured by the digital traces of customer loyalty cards, and consumption of medicines. Our results show that analytics of digital records of grocery purchases can be used as a cheap and scalable tool for health surveillance: the distribution of the food nutrients is far more predictive of food-related illnesses (e.g., diabetes) than socio-economic conditions. Professor of Urban Informatics at King’s College London, Department Head at Nokia Bell Labs, and co-founder of GoodCityLife.org, Daniele Quercia is a computer scientist, named one of Fortune magazine’s 2014 Data All-Stars. His research in the area of urban computing has been published in leading venues including ICSE, Ubicomp, ICDM, CSCW, RecSys, WSDM, and WWW, received honorable mentions from AAAI ICWSM, and has been featured on La Repubblica, The Independent, New Scientist, Le Monde, and BBC. He spoke at TEDx Barcelona and Falling Walls Berlin, and wrote for BBC. He was Research Scientist at Yahoo Labs, a Horizon senior researcher at The Computer Laboratory of the University of Cambridge, and Postdoctoral Associate at the Massachusetts Institute of Technology. He received his PhD from UC London. His thesis was sponsored by Microsoft Research Cambridge and was nominated for BCS Best British PhD dissertation in Computer Science. During his PhD, he was MBA Technology Fellow at London Business School. |
| 关 键 词: | 健康城市; 从杂货袋和智能手表; 跟踪人口健康; 健康可穿戴设备 |
| 课程来源: | 视频讲座网 |
| 数据采集: | 2022-09-20：cyh |
| 最后编审: | 2022-11-24：liyy |
| 阅读次数: | 25 |