Analyzing the Relationship between Human Behavior and Indoor Air Quality
AbstractIn the coming decades, as we experience global population growth and global aging issues, there will be corresponding concerns about the quality of the air we experience inside and outside buildings. Because we can anticipate that there will be behavioral changes that accompany population growth and aging, we examine the relationship between home occupant behavior and indoor air quality. To do this, we collect both sensor-based behavior data and chemical indoor air quality measurements in smart home environments. We introduce a novel machine learning-based approach to quantify the correlation between smart home features and chemical measurements of air quality, and evaluate the approach using two smart homes. The findings may help us understand the types of behavior that measurably impact indoor air quality. This information could help us plan for the future by developing an automated building system that would be used as part of a smart city. View Full-Text
- Supplementary File 1:
Supplementary (ZIP, 285 KB)
Scifeed alert for new publicationsNever miss any articles matching your research from any publisher
- Get alerts for new papers matching your research
- Find out the new papers from selected authors
- Updated daily for 49'000+ journals and 6000+ publishers
- Define your Scifeed now
Lin, B.; Huangfu, Y.; Lima, N.; Jobson, B.; Kirk, M.; O’Keeffe, P.; Pressley, S.N.; Walden, V.; Lamb, B.; Cook, D.J. Analyzing the Relationship between Human Behavior and Indoor Air Quality. J. Sens. Actuator Netw. 2017, 6, 13.
Lin B, Huangfu Y, Lima N, Jobson B, Kirk M, O’Keeffe P, Pressley SN, Walden V, Lamb B, Cook DJ. Analyzing the Relationship between Human Behavior and Indoor Air Quality. Journal of Sensor and Actuator Networks. 2017; 6(3):13.Chicago/Turabian Style
Lin, Beiyu; Huangfu, Yibo; Lima, Nathan; Jobson, Bertram; Kirk, Max; O’Keeffe, Patrick; Pressley, Shelley N.; Walden, Von; Lamb, Brian; Cook, Diane J. 2017. "Analyzing the Relationship between Human Behavior and Indoor Air Quality." J. Sens. Actuator Netw. 6, no. 3: 13.
Note that from the first issue of 2016, MDPI journals use article numbers instead of page numbers. See further details here.