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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 a… Reality Mining: Sensing Complex Social Systems — MIT Media Lab
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Modeling Social Diffusion Phenomena using Reality Mining (March 2009) Anmol Madan and Alex (Sandy) Pentland Human Behavior Modeling, AAAI Spring Symposium. Palo Alto, CA. March 2009. ... Reality Mining: Sensing Complex Social Systems (June 2005) Nathan Eagle and Alex Pentland Journal of Personal and Ubiquitous Computing PDF …
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The increasing miniaturisation of animal-tracking technology has made it possible to gather exceptionally detailed machine-sensed data on the social dynamics of almost entire populations of individuals, in both terrestrial and aquatic study systems. Here, we review important issues concerning the collection of such data, and their processing and …
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Reality mining: sensing complex social systems - 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 …
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Toward Sustainability of Complex Urban Systems through Techno-Social Reality Mining ... "zero-delay" reality mining, thus providing vital real-time feedback information. Allthesepromising opportunities require intelligentfeedback concepts through an urban "nervous system", linking urban
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N. Eagle and A. Pentland, "Reality Mining: Sensing Complex Social Systems," Personal and Ubiquitous Computing, Vol. 10, No. 4, 2006, pp. 255-268. ... and social characteristics into one coordinate system, to improve the performance of data forwarding in DTNs. The Temporal-Social Relationship and the Temporal-Geographical Relationship reveal ...
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* Up to this point – the talk has be focused on analysis of complex social systems – in this last slide I'm going to briefly go over our system of intervention into complex social systems – with the launch of Serendipity. ... "Reality Mining: Sensing Complex Social Systems", Journal of Personal and Ubiquitous Computing, Vol. 10 (4 ...
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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 …
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PDF | 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, …
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This paper focuses on the analysis and mining of such interaction networks, specifically focussing on data collected using ubiquitous RFID sensors as well as complementing …
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We demonstrate the ability to use standard Bluetooth-enabled mobile telephones to measure information access and use in different contexts, recognize …
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The study collected Bluetooth and cell tower data from 100 phone users over 450,000 hours to model routines and social networks. It found predictable individual routines and dynamic proximity networks that changed in response to work demands and events. Complex social systems were uncovered through dense, continuous mobile phone sensor data.
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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 …
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pvc-text-Reality.tar.gz; 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 Alex (Sandy) Pentland.
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We demonstrate the ability to use standard Bluetooth-enabled mobile telephones to measure information access and use in different contexts, recognize social patterns in …
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Eagle, N., (Sandy) Pentland, A.: Reality mining: sensing complex social systems. Personal Ubiquitous Comput. 10, 255–268 (2006) Google Scholar ... ACM Transactions on Intelligent Systems and Technology (ACM TIST) (Special Issue on Computational Sustainability) (Aug. 2010)
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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 …
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Reality mining: sensing complex social systems Received: 5 October 2004/ Accepted: 15 April 2005/Published online: 3 November 2005 ... Keywords Mobile phones Æ Bluetooth Æ Complex social systems Æ Wearable computing Æ User modeling 1 Introduction The last 10 years could rightly be coined the decade of the mobile phone. In 2004, over 600 ...
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We demonstrate the ability to use standard Bluetooth-enabled mobile telephones to measure information access and use in different contexts, recognize social patterns in …
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This approach capitalizes on the large amount of rich data previously captured during the Reality Mining study from mobile phones continuously logging location, proximate people, and communication of 100 subjects at MIT over the course of nine months. ... Reality Mining: Sensing Complex Social Systems. Nathan Eagle, Alex …
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Define Reality mining. sensing complex social systems" The authors introduce the "MIT Reality Mining Dataset" that con- sists of 100 subject data collected over a period of nine months. For the data collection, 100 Nokia 6600 mobile phones are used. Information about call logs, Bluetooth information, cell tower information, application usage, and phone …
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8. Computer Science - Data Mining - Dynamic Networks - Behaviour Analysis - Machine Learning Methods - Statistical Analyses Reality Mining Social Science - Behaviour Analysis - Psychologic Social - Polytics and Economic Analysis - Health - Nature Analysis
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Reality Mining and Urban Sensing - Download as a PDF or view online for free. ... Reality mining: sensing complex social systems. Personal Ubiquitous Computing, 10(4):255–268, 2006. 3. N. Eagle, A. S. Pentland, and D. Lazer. Inferring friendship network structure by using mobile phone data. Proceedings of the National …
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MIT Media Lab's Reality Mining project launched in 2004 with the goal of sensing complex social systems which included inferring patterns in daily user activity, relationships, socially meaningful ...
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Reality Mining: Sensing Complex Social Systems. Nathan Eagle. Alex Pentland. 2005. DOI: 10.1007/S00779-005-0046-3. Cite. Abstract. We introduce a system for sensing …
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The data come from a 'reality mining' study 39, which aimed to establish the real-world social network of a set of individuals by measuring their physical proximity over time. The 96 students ...
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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. ... Reality Mining: Sensing Complex Social Systems. Nathan Eagle, Alex Pentland. Academic Paper, June 2005 in Human Dynamics. Publication Research.
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Hurled into hypercomplexity, we are facing a complex process of anthropological transformation, of a shift in paradigms, models and codes, other than an irreversible synthesis of new value systems ...
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Eagle, N. & Pentland, A. Reality mining: sensing complex social systems. Personal and ubiquitous computing 10, 255–268 (2006). Article Google Scholar
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In IV, we explain our current prototype implementation and how it works. The reader will find a brief outlook on our future work in V and, finally, concluding remarks in VI. II. R ELATED W ORK The field of Reality Mining describes new ways of sensing complex social systems in real time [8], [22].
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