Literature DB >> 32215190

From social data mining to forecasting socio-economic crises.

D Helbing1,2, S Balietti1.   

Abstract

The purpose of this White Paper of the EU Support Action "Visioneer"(see www.visioneer.ethz.ch) is to address the following goals: Develop strategies to quickly increase the objective knowledge about social and economic systems.Describe requirements for efficient large-scale scientific data mining of anonymized social and economic data.Formulate strategies how to collect stylized facts extracted from large data set.Sketch ways how to successfully build up centers for computational social science.Propose plans how to create centers for risk analysis and crisis forecasting.Elaborate ethical standards regarding the storage, processing, evaluation, and publication of social and economic data. © EDP Sciences and Springer 2011.

Entities:  

Keywords:  Computational Social Science; Electronic Frontier Foundation; European Physical Journal Special Topic; Reality Mining; Recommender System

Year:  2011        PMID: 32215190      PMCID: PMC7088654          DOI: 10.1140/epjst/e2011-01401-8

Source DB:  PubMed          Journal:  Eur Phys J Spec Top        ISSN: 1951-6355            Impact factor:   2.707


  29 in total

1.  Emergence of scaling in random networks

Authors: 
Journal:  Science       Date:  1999-10-15       Impact factor: 47.728

2.  The future of social experimenting.

Authors:  Dirk Helbing; Wenjian Yu
Journal:  Proc Natl Acad Sci U S A       Date:  2010-03-15       Impact factor: 11.205

3.  Analytical investigation of innovation dynamics considering stochasticity in the evaluation of fitness.

Authors:  Dirk Helbing; Martin Treiber; Nicole J Saam
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2005-06-09

4.  The lab that asked the wrong questions.

Authors:  Lucy Odling-Smee
Journal:  Nature       Date:  2007-03-01       Impact factor: 49.962

5.  A general framework for analyzing sustainability of social-ecological systems.

Authors:  Elinor Ostrom
Journal:  Science       Date:  2009-07-24       Impact factor: 47.728

6.  Big data: Welcome to the petacentre.

Authors:  Cory Doctorow
Journal:  Nature       Date:  2008-09-04       Impact factor: 49.962

Review 7.  Early-warning signals for critical transitions.

Authors:  Marten Scheffer; Jordi Bascompte; William A Brock; Victor Brovkin; Stephen R Carpenter; Vasilis Dakos; Hermann Held; Egbert H van Nes; Max Rietkerk; George Sugihara
Journal:  Nature       Date:  2009-09-03       Impact factor: 49.962

8.  Nonlinear forecasting as a way of distinguishing chaos from measurement error in time series.

Authors:  G Sugihara; R M May
Journal:  Nature       Date:  1990-04-19       Impact factor: 49.962

9.  The scientific research potential of virtual worlds.

Authors:  William Sims Bainbridge
Journal:  Science       Date:  2007-07-27       Impact factor: 47.728

10.  Dynamic spread of happiness in a large social network: longitudinal analysis over 20 years in the Framingham Heart Study.

Authors:  James H Fowler; Nicholas A Christakis
Journal:  BMJ       Date:  2008-12-04
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