Common Sense Community: Scaffolding Mobile Sensing and Analysis for Novice Users
W. Willett, P. Aoki, N. Kumar, S. Subramanian, and A. Woodruff. Common Sense Community: Scaffolding Mobile Sensing and Analysis for Novice Users. Proc. Pervasive 2010, May 2010, 301-318. Best Paper Award.
As sensing technologies become increasingly distributed and democratized, citizens and novice users are becoming responsible for the kinds of data collection and analysis that have traditionally been the purview of professional scientists and analysts. Leveraging this citizen engagement effectively, however, requires not only tools for sensing and data collection but also mechanisms for understanding and utilizing input from both novice and expert stakeholders. When successful, this process can result in actionable findings that leverage and engage community members and build on their experiences and observations. We explored this process of knowledge production through several dozen interviews with novice community members, scientists, and regulators as part of the design of a mobile air quality monitoring system. From these interviews, we derived design principles and a framework for describing data collection and knowledge generation in citizen science settings, culminating in the user-centered design of a system for community analysis of air quality data. Unlike prior systems, ours breaks analysis tasks into discrete mini-applications designed to facilitate and scaffold novice contributions. An evaluation we conducted with community members in an area with air quality concerns indicates that these mini-applications help participants identify relevant phenomena and generate local knowledge contributions. Download PDF
Common Sense: Participatory Urban Sensing Using a Network of Handheld Air Quality Monitors
P. Dutta, P.M. Aoki, N. Kumar, A. Mainwaring, C. Myers, W. Willett, and A. Woodruff. Common Sense: Participatory Urban Sensing Using a Network of Handheld Air Quality Monitors (demonstration). Proc. SenSys 2009, Berkeley, CA, Nov. 2009, 349-350.
Poor air quality is a global health issue, causing serious problems like asthma, cancer, and heart disease around the world. Earlier this decade, the World Health Organization estimated that three million people die each year from the effects of air pollution. Unfortunately, while variations in air quality are significant, today's air quality monitors are very sparsely deployed. To address this visibility gap, the Common Sense project is developing participatory sensing systems that allow individuals to measure their personal exposure, groups to aggregate their members' exposure, and activists to mobilize grassroots community action. Download PDF
A Vehicle for Research: Using Street Sweepers to Explore the Landscape of Environmental Community Action
P.M. Aoki, R.J. Honicky, A. Mainwaring, C. Myers, E. Paulos, S. Subramanian, and A. Woodruff. A Vehicle for Research: Using Street Sweepers to Explore the Landscape of Environmental Community Action. Proc. CHI 2009, Boston, MA, Apr. 2009, 375-384. Best Paper Nominee.
Researchers are developing mobile sensing platforms to facilitate public awareness of environmental conditions. However, turning such awareness into practical community action and political change requires more than just collecting and presenting data. To inform research on mobile environmental sensing, we conducted design fieldwork with government, private, and public interest stakeholders. In parallel, we built an environmental air quality sensing system and deployed it on street sweeping vehicles in a major U.S. city; this served as a “research vehicle” by grounding our interviews and affording us status as environmental action researchers. In this paper, we present a qualitative analysis of the landscape of environmental action, focusing on insights that will help researchers frame meaningful technological interventions. Download PDF
Common Sense: Mobile Environmental Sensing Platforms to Support Community Action and Citizen Science
P.M. Aoki, R.J. Honicky, A. Mainwaring, C. Myers, E. Paulos, S. Subramanian, and A. Woodruff. Common Sense: Mobile Environmental Sensing Platforms to Support Community Action and Citizen Science (demonstration). Adjunct Proceedings Ubicomp 2008, Sep. 2008, 59-60.
The Common Sense project is developing mobile environmental sensing platforms to support grassroots community action. To this end, we are building a family of hardware and software components that can be used in a range of applications, as well as developing new communication paradigms that enable communities of non- experts to gather and produce information that is “credible enough” for experts and policy-makers. The demonstration showcases one such platform, currently deployed on street-sweeping vehicles in a major U.S. city. Download PDF