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LineKing : coffee shop wait-time monitoring using smartphones
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Bulut, Muhammed Fatih, Demirbas, Murat and Ferhatosmanoglu, Hakan (2015) LineKing : coffee shop wait-time monitoring using smartphones. IEEE Transactions on Mobile Computing, 14 (10). pp. 2045-2058. doi:10.1109/TMC.2014.2384032 ISSN 1536-1233.
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WRAP-LineKing-coffee-shop-wait-time-monitoring-Ferhatosmanoglu-2015.pdf - Accepted Version - Requires a PDF viewer. Download (3833Kb) | Preview |
Official URL: http://dx.doi.org/10.1109/TMC.2014.2384032
Abstract
This article describes LineKing, a crowdsensing system for monitoring and forecasting coffee shop line wait times. LineKing consists of a smartphone component that provides automatic and accurate wait-time detection, and a cloud backend that uses the collected data to provide accurate wait-time estimation. LineKing is used on a daily basis by hundreds of users to monitor the wait-times of a coffee shop in the University at Buffalo, SUNY. The novel wait-time estimation algorithms of LineKing deployed at the cloud backend provide median absolute errors of less than 3 minutes.
Item Type: | Journal Article | ||||||||
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Subjects: | Q Science > QA Mathematics > QA76 Electronic computers. Computer science. Computer software | ||||||||
Divisions: | Faculty of Science, Engineering and Medicine > Science > Computer Science | ||||||||
Library of Congress Subject Headings (LCSH): | Mobile apps, Queuing theory, Coffee shops | ||||||||
Journal or Publication Title: | IEEE Transactions on Mobile Computing | ||||||||
Publisher: | IEEE | ||||||||
ISSN: | 1536-1233 | ||||||||
Official Date: | 1 October 2015 | ||||||||
Dates: |
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Volume: | 14 | ||||||||
Number: | 10 | ||||||||
Page Range: | pp. 2045-2058 | ||||||||
DOI: | 10.1109/TMC.2014.2384032 | ||||||||
Status: | Peer Reviewed | ||||||||
Publication Status: | Published | ||||||||
Access rights to Published version: | Restricted or Subscription Access | ||||||||
Date of first compliant deposit: | 29 September 2017 | ||||||||
Date of first compliant Open Access: | 29 September 2017 |
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