Cart (Loading....) | Create Account
Close category search window
 

Large-scale human behavior and smartphone data

Sign In

Cookies must be enabled to login.After enabling cookies , please use refresh or reload or ctrl+f5 on the browser for the login options.

Formats Non-Member Member
$31 $13
Learn how you can qualify for the best price for this item!
Become an IEEE Member or Subscribe to
IEEE Xplore for exclusive pricing!
close button

puzzle piece

IEEE membership options for an individual and IEEE Xplore subscriptions for an organization offer the most affordable access to essential journal articles, conference papers, standards, eBooks, and eLearning courses.

Learn more about:

IEEE membership

IEEE Xplore subscriptions

1 Author(s)
Gatica-Perez, D. ; Idiap Res. Inst., EPFL, Lausanne, Switzerland

Abstract form only given. The large-scale understanding of personal and social behavior from smartphone sensor data is an emerging trend in computing. Smartphones can constantly sense human location, motion, proximity, and communication, and represent one of the most accurate means of tracing human activities. All this data, as never before, is being generated at massive scales. I will present an overview of recent work in my research group in this domain, which includes mobile sensing, data analysis, and applications. I will first describe our experience with the collection of a rich corpus of real-life data using smartphones as sensors, and discuss a few of the many associated challenges. I will then present computational methods that we have developed to discover a variety of patterns, including social interaction types, trends of phone application usage, and personality traits. I will finally discuss about open issues in this domain.

Published in:

Signal Processing and Communications Applications Conference (SIU), 2012 20th

Date of Conference:

18-20 April 2012

Need Help?


IEEE Advancing Technology for Humanity About IEEE Xplore | Contact | Help | Terms of Use | Nondiscrimination Policy | Site Map | Privacy & Opting Out of Cookies

A not-for-profit organization, IEEE is the world's largest professional association for the advancement of technology.
© Copyright 2014 IEEE - All rights reserved. Use of this web site signifies your agreement to the terms and conditions.