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[資訊所/資創]前瞻科技演講系列_Making Sense of Internet of Things: using AirBox as an Example

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[資訊所/資創]前瞻科技演講系列_Making Sense of Internet of Things: using AirBox as an Example

  • 講者陳伶志 博士 (中央研究院資訊科學研究所)
    邀請人:鐘楷閔、楊得年、蘇黎
  • 時間2021-03-25 (Thu.) 10:00 – 12:00
  • 地點實體: 資訊所新館106演講廳
線上串流

線上會議

會議ID:184 636 9256

密碼:MVnyVRvM563Virtual

摘要

With emerging concerns of air pollution and recent advances in Internet of Things (IoT) technology, air quality monitoring has become one of the most important IoT applications in many countries and major cities. In this talk, we first talk about our AirBox project, which engages citizens to participate in the PM2.5 sensing project and empowers participants to make low-cost PM2.5 sensing devices on their own. Moreover, it enables PM2.5 monitoring at a finer spatio-temporal granularity and enriches environmental data analysis by making all measurement data freely available for everyone. Then, we present a set of big data analysis using AirBox data for anomaly detection, emission source finding, and data forecast services. We also demonstrate applications that are built upon the results of AirBox data analysis, as well as cross-disciplinary collaborations that are enabled by the AirBox project. Finally, we discuss the open challenges and research issues for future environmental monitoring IoT systems.

BIO

Ling-Jyh Chen is the Research Fellow in Institute of Information Science of Academia Sinica, and the Director of Department of Information Technology Services of Academia Sinica. He received the Ph.D. degree in computer science from University of California at Los Angeles in 2005. His research interests are networked sensing systems, Internet of things, and big data analytics. His most recent project is the AirBox project, which is based in Taiwan and operated in a grassroots fashion with more than 15,000 deployments across 59 countries till now. The data portal of this project has become the most popular data source about PM2.5 distributions in Taiwan.