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conference paper

A model-based back-end for air quality data management

Un, Erol Can
•
Eberle, Julien  
•
Kim, Yongsung
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2013
Proceedings of the 2013 ACM conference on Pervasive and ubiquitous computing adjunct publication - UbiComp '13 Adjunct
2013 ACM conference on Pervasive and ubiquitous computing - UbiComp '13

In this paper we present a hybrid model for real-time query processing over data stream collected by mobile air quality sensors. First, we introduce a novel indexing scheme for representing air quality and use it for generating and evaluating a static model over a yearly dataset. Then, this model is combined with a dynamic nearest-neighbor approach for real-time updates, and implemented into the Global Sensor Network (GSN) middleware, with added support for model queries.

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Type
conference paper
DOI
10.1145/2494091.2499772
Author(s)
Un, Erol Can
Eberle, Julien  
Kim, Yongsung
Aberer, Karl  
Date Issued

2013

Publisher

ACM Press

Publisher place

New York, New York, USA

Published in
Proceedings of the 2013 ACM conference on Pervasive and ubiquitous computing adjunct publication - UbiComp '13 Adjunct
ISBN of the book

978-1-4503-2215-7

Start page

1143

End page

1150

Subjects

Air Quality

•

Mobile Sensing

•

Data Mining

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
LSIR  
Event nameEvent placeEvent date
2013 ACM conference on Pervasive and ubiquitous computing - UbiComp '13

Zurich, Switzerland

08-12 09 2013

Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/97015
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