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The increasing miniaturisation of animaltracking technology has made it possible to gather exceptionally detailed machinesensed data on the social dynamics of almost entire popu
May 03, 2015· What''s Reality Mining? Computer Social Science Social Physics Social Network Patterns 5. " We define reality mining as quantifying and modeling longterm human behavior and social interactions, by using mobile phones and wearable badges .
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.
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
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 Bluetoothenabled mobile telephones to measure information access and use in different contexts, recognize social patterns in daily user activity ...
Reality mining: sensing complex social systems Received: 5 October 2004/ Accepted: 15 April 2005/Published online: 3 November 2005 SpringerVerlag London Limited 2005 Abstract We introduce a system for sensing complex social systems with data collected from 100 mobile phones over the course of 9 months. We demonstrate
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.
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 citysensingdriven applications still presents certain obstacles.
Reality Mining: Sensing Complex Social Systems Nathan Eagle and Alex (Sandy) Pentland MIT Media Laboratory 20 Ames St. Cambridge, MA 02139 {nathan, sandy} 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
A temporal network, also known as a timevarying 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 networks are of particular relevance to spreading processes, like the spread of information and disease, since each link is a contact opportunity ...
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.
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.
This undirected network contains human contact data among 100 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 data was collected over 9 months using 100 mobile phones.
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 ...
The blue social bookmark and publication sharing system.
Sep 08, 2009· Keywords: engineeringsocial 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 selfreport data.
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 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 stateoftheart human realitymining studies are staggering.
The authors have captured communication, proximity, location, and activity information from 100 subjects at MIT over the course of the academic year. This data represents over 350,000 hours (~40 years) of continuous data on human behavior. Such rich data on complex social systems have implications for a variety of fields.
; If you use this data, please cite the following papers: Found Graph Data and Planted Vertex Covers. Austin R. Benson and Jon Kleinberg. Advances in Neural Information Processing Systems, 2018. Reality mining: sensing complex social systems. Nathan Eagle and .
The phrase "reality mining" describes the collection of sensor data pertaining to human social Using call records, cellulartower IDs, and Bluetooth proximity logs collected via mobile phones at the individual level, the subjects'' social network can be accurately detected as well
N. Eagle and A. Pentland (2006), "Reality Mining: Sensing Complex Social Systems", Personal and Ubiquitous Computing, Vol 10(4), 255268. PDF N. Eagle (2005), "Machine Perception and Learning of Complex Social Systems", Thesis, Program in Media Arts and Sciences, Massachusetts Institute of Technology, June.
CiteSeerX Document Details (Isaac Councill, Lee Giles, Pradeep Teregowda): 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 ability to use standard Bluetoothenabled mobile telephones to measure information access and use in different contexts, recognize social patterns in daily user ...
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).
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