DocumentCode :
235582
Title :
People in motion: Spatio-temporal analytics on Call Detail Records
Author :
Kolar, Vinay ; Ranu, Sayan ; Subramainan, Anand Prabhu ; Shrinivasan, Yedendra ; Telang, Aditya ; Kokku, Ravi ; Raghavan, Srinath
Author_Institution :
IBM Res., Bangalore, India
fYear :
2014
fDate :
6-10 Jan. 2014
Firstpage :
1
Lastpage :
4
Abstract :
The data about how people move in a city can be potentially used by various enterprises and government organizations to strategically optimize their operations and maximize their revenue. However, fine-grained and real-time data is currently unavailable to the enterprises. We believe that Cellular Network operators can deliver such data and insights to enterprises. Call records collected in the networks embed a wealth of information about where, when and how a large fraction of the city moves. However, this information is untapped; a majority of the cellular operators are not deriving spatio-temporal insights or monetizing the data that is already available. In this paper, we demonstrate “People in Motion”: an end-to-end Hadoop-based system with a library of spatio-temporal algorithms that operates on the call record data to derive business insights. We identify the hangouts and trajectories of users with different interests. Finally, we demonstrate a visual analytics tool that facilitates business users to compute, compare and contrast the importance of spatial regions at different times for different categories of users.
Keywords :
cellular radio; call detail records; cellular network operators; end-to-end Hadoop-based system; enterprises; fine-grained data; government organizations; people-in-motion; real-time data; spatial regions; spatio-temporal algorithms; spatio-temporal analytics; visual analytics tool; Heating;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Communication Systems and Networks (COMSNETS), 2014 Sixth International Conference on
Conference_Location :
Bangalore
Type :
conf
DOI :
10.1109/COMSNETS.2014.6734912
Filename :
6734912
Link To Document :
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