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We introduce a system for sensing complex social systems with data collected from 100 mobile phones over the course of 9 months. We demonstrate the ability to use standard Bluetooth-enabled mobile telephones to measure information access and use in different contexts, recognize social patterns in daily user activity, infer relationships, identify socially significant locations, and model ...
Sep 08, 2009· Keywords: engineering-social systems, relational inference, social network analysis, reality mining, relational scripts The field devoted to the study of the system of human interactions—social network analysis—has been constrained in accuracy, breadth, and depth because of its reliance on self-report data.
Nov 03, 2005· Read "Reality mining: sensing complex social systems, Personal and Ubiquitous Computing" on DeepDyve, the largest online rental service for scholarly research with thousands of academic publications available at your fingertips.
Request PDF on ResearchGate | Reality Mining: Sensing Complex Social Systems | We introduce a system for sensing complex social systems with data .
May 01, 2004· We introduce a system of sensing a social environment and cueing informal interactions between nearby users who don't know each other, but probably should. ... Social Serendipity:Proximity Sensing and Cueing . May 1, 2004. People. ... Reality Mining: Sensing Complex Social Systems. Nathan Eagle, Alex Pentland. Academic Paper, June 2005
Reality Mining: Sensing Complex Social Systems (June 2005) Nathan Eagle and Alex Pentland Journal of Personal and Ubiquitous Computing PDF Request hardcopy. 587 . Genetically Modified Network Topologies (May 2004) Nathan Eagle, Leon Danon and Derek Cummings Presented at: International Conference on Complex Systems (ICCS2004)
Reality mining project introduced for sensing complex social systems with data collected from 94 mobile phones. Reality Mining considers Mobile phones as wearable sensors allow studying both individuals and organizations. We can divide reality mining dataset [1] into six categories: 1) Subjects (Volunteers) data: related to individual
The phrase "reality mining" describes the collection of sensor data pertaining to human social behavior.7 Using call records, cellular-tower IDs, and Bluetooth proximity logs collected via mobile phones at the individual level, the subjects' social network can be accurately detected as well
May 03, 2015· What's Reality Mining? Computer Social Science Social Physics Social Network Patterns 5. " We define reality mining as quantifying and modeling long-term human behavior and social interactions, by using mobile phones and wearable badges .
Jun 01, 2005· We introduce a system for sensing complex social systems with data collected from one hundred mobile phones over the course of six months. We demonstrate the... Reality Mining: Sensing Complex Social Systems — MIT Media Lab
Reality Mining dataset. Human contact data among 96 students of the Massachusetts Institute of Technology (MIT), collected by the Reality Mining experiment performed in 2004 as part of the Reality Commons project. The dataset is an adaptation of the proximity dataset extracted and made public by KONECT (url provided below).
CiteSeerX - Document Details (Isaac Councill, Lee Giles, Pradeep Teregowda): We introduce a system for sensing complex social systems with data collected from 100 mobile phones over the course of 9 months. We demonstrate the ability to use standard Bluetooth-enabled mobile telephones to measure information access and use in different contexts, recognize social patterns in daily user activity ...
Reality Mining: Sensing Complex Social Systems Nathan Eagle and Alex (Sandy) Pentland MIT Media Laboratory 20 Ames St. Cambridge, MA 02139 {nathan, sandy}@media.mit.edu Abstract. We introduce a system for sensing complex social systems with data collected from one hundred mobile phones over the course of six months. We
Abstract. Cities have an ever increasing wealth of sensing capabilities, recently including also internet of things (IoT) systems. However, to fully exploit such sensing capabilities with the aim of offering effective city-sensing-driven applications still presents certain obstacles.
Jérôme Kunegis. KONECT – The Koblenz Network Collection. In Proc. Int. Conf. on World Wide Web Companion, pages 1343–1350, 2013.[ http ] []Nathan Eagle and Alex (Sandy) Pentland. Reality Mining: Sensing complex social systems.
Reality Mining: Sensing Complex Social Systems ... Alex Pentland; We introduce a system for sensing complex social systems with data collected from 100 mobile phones over the course of 9 .
Reality mining enables researchers to investigate the social behaviour of almost entire human populations, in extraordinary detail and with exceptional spatiotemporal resolution 2, 3, 4. The sample sizes achieved by state-of-the-art human reality-mining studies are staggering.
Data Mining & Analysis. ... Networks & Wireless Communication Computer Security & Cryptography Computer Vision & Pattern Recognition Computing Systems Data Mining & Analysis Databases & Information Systems ... Reality mining: sensing complex social systems. N Eagle, AS Pentland - Personal and ubiquitous computing, 2006. Nathan Eagle.
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Reality mining: sensing complex social systems, Nathan Eagle, Alex (Sandy) Pentland, Journal Personal and Ubiquitous Computing Volume 10 Issue 4, March 2006 Pages 255 - 268 The goal of this experiment was to explore the capabilities of the smart phones that enabled social scientists to investigate human interactions beyond the traditional ...
In 2005 MIT published a paper called "Reality Mining: Sensing Complex Social Systems". In this paper they discuss an experiment using a system for sensing complex social systems using data collected from one hundred mobile phones in a six month time period. They need to collect mass amounts of personal information to predict the human dynamic.
In this review, we argue that, thanks to the advent and increasing refinement of a range of miniature tracking technologies, biologists will soon be able to emulate this powerful reality-mining approach in their studies of animal social behaviour and ecology, recording field .
Dec 22, 2016· Detection of timescales in evolving complex systems. ... Eagle, N. & Pentland, A. Reality mining: sensing complex social systems. Personal and ubiquitous computing 10, .
A temporal network, also known as a time-varying network, is a network whose links are active only at certain points in time. Each link carries information on when it is active, along with other possible characteristics such as a weight.Time-varying networks are of particular relevance to spreading processes, like the spread of information and disease, since each link is a contact opportunity ...
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