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On exploiting Gamification for the Crowdsensing of Air Pollution:
a Case Study on a Bicycle-based System
University of Bol...
Air Pollution
Is one of the greatest challenges of current times
Data are needed to take action
Healthy risks
Considerable...
Monitor personal exposure Inform policymakers Why crowd-sensing?
Allows to acquire data to face air pollution
Local inform...
Wearable sensors Car-based systems Bicycle-based solutions
Related works
/Typically not able to sense PM
/
/
/Cover wide a...
Privacy Scalability User Engagement
Challenges
1 2 3
University of Bologna, Italy EAI GOODTECHS 2020 M. Bosello G. Delnevo...
UCD
Without User Involvement Crowdsensing will fail
University of Bologna, Italy EAI GOODTECHS 2020 M. Bosello G. Delnevo ...
air matterMain idea
Bicycle based crowsensing system
Sensor
BLE
Internet
Server
University of Bologna, Italy EAI GOODTECHS...
Sensors requirements for participatory sensing
Accurate Inexpensive Compact Usable
University of Bologna, Italy EAI GOODTE...
Arduino Primo Core
Sharp GP2Y1010
Prototype
University of Bologna, Italy EAI GOODTECHS 2020 M. Bosello G. Delnevo S. Mirri...
Analisys Experience prototyping User testing
Application design
1 2 3
University of Bologna, Italy EAI GOODTECHS 2020 M. B...
Voluntary participation
Fun Value Ideology Personal needs
University of Bologna, Italy EAI GOODTECHS 2020 M. Bosello G. De...
Enviromental sensing core task
Coverage Touch POI Rendezvous Correct sensing
University of Bologna, Italy EAI GOODTECHS 20...
Mockups
University of Bologna, Italy EAI GOODTECHS 2020 M. Bosello G. Delnevo S. Mirri 13/19
Mockups
description
University of Bologna, Italy EAI GOODTECHS 2020 M. Bosello G. Delnevo S. Mirri 14/19
Experience
prototyping
University of Bologna, Italy EAI GOODTECHS 2020 M. Bosello G. Delnevo S. Mirri 15/19
Prototype implementation
University of Bologna, Italy EAI GOODTECHS 2020 M. Bosello G. Delnevo S. Mirri 16/19
Testing
Think-Aloud protocol
University of Bologna, Italy EAI GOODTECHS 2020 M. Bosello G. Delnevo S. Mirri 17/19
Future works
App in its early stage In depth evaluation
University of Bologna, Italy EAI GOODTECHS 2020 M. Bosello G. Deln...
On exploiting Gamification for the Crowdsensing of Air Pollution:
a Case Study on a Bicycle-based System
University of Bol...
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On exploiting Gamification for the Crowdsensing of Air Pollution: a Case Study on a Bicycle-based System

https://dl.acm.org/doi/10.1145/3411170.3411256

Cities all over the world struggle with air pollution. With the ever-increasing concentration of people in urban areas, more and more people suffer from the negative effects of air pollutants. Crowdsensing systems are a unique chance to increase the users' awareness of this problem and to provide more fine-grained data to policymakers so that they can adopt appropriate strategies. In this paper, we present a crowdsensing system to collect air pollution in urban and suburban environments through the use of bicycles. It consists of a Web application, enriched with gamification elements, that communicates with a portable low-cost sensor. The user interface of such a system, as well as the adopted gamification mechanisms, has been designed by involving a group of target users, with the aim of better meeting users' preferences and needs, and, then, better engaging them.

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On exploiting Gamification for the Crowdsensing of Air Pollution: a Case Study on a Bicycle-based System

  1. 1. On exploiting Gamification for the Crowdsensing of Air Pollution: a Case Study on a Bicycle-based System University of Bologna, Italy EAI GOODTECHS 2020 M. Bosello G. Delnevo S. Mirri 1/19
  2. 2. Air Pollution Is one of the greatest challenges of current times Data are needed to take action Healthy risks Considerable social impact University of Bologna, Italy EAI GOODTECHS 2020 M. Bosello G. Delnevo S. Mirri 2/19
  3. 3. Monitor personal exposure Inform policymakers Why crowd-sensing? Allows to acquire data to face air pollution Local information Empowers citizens Crowd-sensing 1 2 3 University of Bologna, Italy EAI GOODTECHS 2020 M. Bosello G. Delnevo S. Mirri 3/19
  4. 4. Wearable sensors Car-based systems Bicycle-based solutions Related works /Typically not able to sense PM / / /Cover wide areas /Produce pollution / measurements /Cover wide areas /No enviromental impact / University of Bologna, Italy EAI GOODTECHS 2020 M. Bosello G. Delnevo S. Mirri 4/19
  5. 5. Privacy Scalability User Engagement Challenges 1 2 3 University of Bologna, Italy EAI GOODTECHS 2020 M. Bosello G. Delnevo S. Mirri 5/19
  6. 6. UCD Without User Involvement Crowdsensing will fail University of Bologna, Italy EAI GOODTECHS 2020 M. Bosello G. Delnevo S. Mirri 6/19
  7. 7. air matterMain idea Bicycle based crowsensing system Sensor BLE Internet Server University of Bologna, Italy EAI GOODTECHS 2020 M. Bosello G. Delnevo S. Mirri 7/19
  8. 8. Sensors requirements for participatory sensing Accurate Inexpensive Compact Usable University of Bologna, Italy EAI GOODTECHS 2020 M. Bosello G. Delnevo S. Mirri 8/19
  9. 9. Arduino Primo Core Sharp GP2Y1010 Prototype University of Bologna, Italy EAI GOODTECHS 2020 M. Bosello G. Delnevo S. Mirri 9/19
  10. 10. Analisys Experience prototyping User testing Application design 1 2 3 University of Bologna, Italy EAI GOODTECHS 2020 M. Bosello G. Delnevo S. Mirri 10/19
  11. 11. Voluntary participation Fun Value Ideology Personal needs University of Bologna, Italy EAI GOODTECHS 2020 M. Bosello G. Delnevo S. Mirri 11/19
  12. 12. Enviromental sensing core task Coverage Touch POI Rendezvous Correct sensing University of Bologna, Italy EAI GOODTECHS 2020 M. Bosello G. Delnevo S. Mirri 12/19
  13. 13. Mockups University of Bologna, Italy EAI GOODTECHS 2020 M. Bosello G. Delnevo S. Mirri 13/19
  14. 14. Mockups description University of Bologna, Italy EAI GOODTECHS 2020 M. Bosello G. Delnevo S. Mirri 14/19
  15. 15. Experience prototyping University of Bologna, Italy EAI GOODTECHS 2020 M. Bosello G. Delnevo S. Mirri 15/19
  16. 16. Prototype implementation University of Bologna, Italy EAI GOODTECHS 2020 M. Bosello G. Delnevo S. Mirri 16/19
  17. 17. Testing Think-Aloud protocol University of Bologna, Italy EAI GOODTECHS 2020 M. Bosello G. Delnevo S. Mirri 17/19
  18. 18. Future works App in its early stage In depth evaluation University of Bologna, Italy EAI GOODTECHS 2020 M. Bosello G. Delnevo S. Mirri 18/19
  19. 19. On exploiting Gamification for the Crowdsensing of Air Pollution: a Case Study on a Bicycle-based System University of Bologna, Italy EAI GOODTECHS 2020 M. Bosello G. Delnevo S. Mirri 19/19

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