mlsanityData to 13 Oct 2026

Community-Empowered Air Quality Monitoring System

arXiv 1804.03293 ↗First posted 10 Apr 2018cs.HCcited by 2

Not on the map. Why?

Abstract (arXiv)

Developing information technology to democratize scientific knowledge and support citizen empowerment is a challenging task. In our case, a local community suffered from air pollution caused by industrial activity. The residents lacked the technological fluency to gather and curate diverse scientific data to advocate for regulatory change. We collaborated with the community in developing an air quality monitoring system which integrated heterogeneous data over a large spatial and temporal scale. The system afforded strong scientific evidence by using animated smoke images, air quality data, crowdsourced smell reports, and wind data. In our evaluation, we report patterns of sharing smoke images among stakeholders. Our survey study shows that the scientific knowledge provided by the system encourages agonistic discussions with regulators, empowers the community to support policy making, and rebalances the power relationship between stakeholders.

Key facts. Cited by 2 papers in the map (data through 13 Oct 2026). First posted on arXiv 10 Apr 2018.

Builds on

No reference list yet.

Built on by

Cited by year

Citing papers per year: 2021: 1; 2022: 1.

2 papers.