Indoor Air Monitoring Platform and Personal Health Reporting System Big Data Analytics for Public Health Research

被引:11
|
作者
Ho, Kin-Fai [1 ]
Hirai, Hoyee W. [1 ,2 ]
Kuo, Yong-Hong [2 ]
Meng, Helen M. [2 ,3 ]
Tsoi, Kelvin K. F. [1 ,2 ]
机构
[1] Chinese Univ Hong Kong, Sch Publ Hlth & Primary Care, Hong Kong, Hong Kong, Peoples R China
[2] Chinese Univ Hong Kong, Stanley Ho Big Data Decis Analyt Res Ctr, Hong Kong, Hong Kong, Peoples R China
[3] Chinese Univ Hong Kong, Dept Syst Engn & Engn Management, Hong Kong, Hong Kong, Peoples R China
来源
2015 IEEE INTERNATIONAL CONGRESS ON BIG DATA - BIGDATA CONGRESS 2015 | 2015年
关键词
Air Pollution; Personal Heath; Data Mining; Date Capturing Platform;
D O I
10.1109/BigDataCongress.2015.51
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Air pollution poses an increased risk for respiratory infections and lung cancer. Monitoring systems on air pollution are common for outdoor environment. In this study, our focus is on the air monitoring in household environment and connects it to a personal health reporting system through a mobile APP. Data will be captured and stored in the cloud so as to improve computational efficiency and enhance data storage capacity. Pollution data can be captured hourly year-round, hence a sizeable data storage is needed in the cloud. Health statuses can be uploaded through a self-reporting system, so the data can supply useful information for other healthcare studies, and related urban planning in the future. Furthermore, data analytics based on pollution data can help identify highly polluted areas at different time points. These data are useful for the development of alert systems that can remind individuals to take personal precautions to avoid inhaling pollutants. Such alert systems are applicable to households, commercial buildings and public areas. Accumulated data on this cloud platform can support data mining in search of connections between air pollution and health outcomes, which can fuel research studies in the field of public health.
引用
收藏
页码:309 / 312
页数:4
相关论文
共 50 条
  • [41] The Canadian Urban Environmental Health Research Consortium – a protocol for building a national environmental exposure data platform for integrated analyses of urban form and health
    Jeffrey R. Brook
    Eleanor M. Setton
    Evan Seed
    Mahdi Shooshtari
    Dany Doiron
    BMC Public Health, 18
  • [42] Air Pollution Exposure and Physical Activity in China: Current Knowledge, Public Health Implications, and Future Research Needs
    Lu, Jiaojiao
    Liang, Leichao
    Feng, Yi
    Li, Rena
    Liu, Yu
    INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2015, 12 (11) : 14887 - 14897
  • [43] Linking Air Pollution Data and Adverse Birth Outcomes: Environmental Public Health Tracking in New York State
    Brown, Jessica M.
    Harris, Gerald
    Pantea, Cristian
    Hwang, Syni-An
    Talbot, Thomas O.
    JOURNAL OF PUBLIC HEALTH MANAGEMENT AND PRACTICE, 2015, 21 : S68 - S74
  • [44] Study of the Effects of Air Pollutants on Human Health Based on Baidu Indices of Disease Symptoms and Air Quality Monitoring Data in Beijing, China
    Zhong, Shaobo
    Yu, Zhichen
    Zhu, Wei
    INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2019, 16 (06)
  • [45] Asthma and air pollution in the Bronx: Methodological and data considerations in using GIS for environmental justice and health research
    Maantay, Juliana
    HEALTH & PLACE, 2007, 13 (01) : 32 - 56
  • [46] Review of Internet of Things-Based Artificial Intelligence Analysis Method through Real-Time Indoor Air Quality and Health Effect Monitoring: Focusing on Indoor Air Pollution That Are Harmful to the Respiratory Organ
    Mun, Eunmi
    Cho, Jaehyuk
    TUBERCULOSIS AND RESPIRATORY DISEASES, 2023, 86 (01) : 23 - 32
  • [47] Low-cost air pollution monitoring system-an opportunity for reducing the health risk associated with physical activity in polluted air
    Nieckarz, Zenon
    Zoladz, Jerzy A.
    PEERJ, 2020, 8
  • [48] Simulating the impact of particulate matter exposure on health-related behaviour: A comparative study of stochastic modelling and personal monitoring data
    Novak, Rok
    Robinson, Johanna Amalia
    Kanduc, Tjasa
    Sarigiannis, Dimosthenis
    Kocman, David
    HEALTH & PLACE, 2023, 83
  • [49] Public engagement with air quality data: using health behaviour change theory to support exposure-minimising behaviours
    Amy McCarron
    Sean Semple
    Christine F. Braban
    Vivien Swanson
    Colin Gillespie
    Heather D. Price
    Journal of Exposure Science & Environmental Epidemiology, 2023, 33 : 321 - 331
  • [50] Public engagement with air quality data: using health behaviour change theory to support exposure-minimising behaviours
    McCarron, Amy
    Semple, Sean
    Braban, Christine F.
    Swanson, Vivien
    Gillespie, Colin
    Price, Heather D.
    JOURNAL OF EXPOSURE SCIENCE AND ENVIRONMENTAL EPIDEMIOLOGY, 2023, 33 (03) : 321 - 331