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2021 | OriginalPaper | Chapter

MNR-Air: An Economic and Dynamic Crowdsourcing Mechanism to Collect Personal Lifelog and Surrounding Environment Dataset. A Case Study in Ho Chi Minh City, Vietnam

Authors : Dang-Hieu Nguyen, Tan-Loc Nguyen-Tai, Minh-Tam Nguyen, Thanh-Binh Nguyen, Minh-Son Dao

Published in: MultiMedia Modeling

Publisher: Springer International Publishing

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Abstract

This paper introduces an economical and dynamic crowdsourcing mechanism to collect personal lifelog associated environment datasets, namely MNR-Air. This mechanism’s significant advantage is to use personal sensor boxes that can be carried on citizens (and their vehicles) to collect data. The MNR-HCM dataset is also introduced in this paper as the output of MNR-Air and collected in Ho Chi Minh City, Vietnam. The MNR-HCM dataset contains weather data, air pollution data, GPS data, lifelog images, and citizens’ cognition of urban nature on a personal scale. We also introduce AQI-T-RM, an application that can help people plan their travel to avoid as much air pollution as possible while still saving time on travel. Besides, we discuss how useful MNR-Air is when contributing to the open data science community and other communities that benefit citizens living in urban areas.

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Metadata
Title
MNR-Air: An Economic and Dynamic Crowdsourcing Mechanism to Collect Personal Lifelog and Surrounding Environment Dataset. A Case Study in Ho Chi Minh City, Vietnam
Authors
Dang-Hieu Nguyen
Tan-Loc Nguyen-Tai
Minh-Tam Nguyen
Thanh-Binh Nguyen
Minh-Son Dao
Copyright Year
2021
DOI
https://doi.org/10.1007/978-3-030-67835-7_18

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