From social data mining to forecasting socio-economic crises

1. Develop strategies to quickly increase the objective knowledge about social and economic systems. 2. Describe requirements for efficient large-scale scientific data mining of anonymized social and economic data. 3. Formulate strategies how to collect stylized facts extracted from large data set....

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Detalles Bibliográficos
Autores principales: Helbing, D., Balietti, S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer-Verlag 2011
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7088654/
https://www.ncbi.nlm.nih.gov/pubmed/32215190
http://dx.doi.org/10.1140/epjst/e2011-01401-8
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author Helbing, D.
Balietti, S.
author_facet Helbing, D.
Balietti, S.
author_sort Helbing, D.
collection PubMed
description 1. Develop strategies to quickly increase the objective knowledge about social and economic systems. 2. Describe requirements for efficient large-scale scientific data mining of anonymized social and economic data. 3. Formulate strategies how to collect stylized facts extracted from large data set. 4. Sketch ways how to successfully build up centers for computational social science. 5. Propose plans how to create centers for risk analysis and crisis forecasting. 6. Elaborate ethical standards regarding the storage, processing, evaluation, and publication of social and economic data.
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spelling pubmed-70886542020-03-23 From social data mining to forecasting socio-economic crises Helbing, D. Balietti, S. Eur Phys J Spec Top Article 1. Develop strategies to quickly increase the objective knowledge about social and economic systems. 2. Describe requirements for efficient large-scale scientific data mining of anonymized social and economic data. 3. Formulate strategies how to collect stylized facts extracted from large data set. 4. Sketch ways how to successfully build up centers for computational social science. 5. Propose plans how to create centers for risk analysis and crisis forecasting. 6. Elaborate ethical standards regarding the storage, processing, evaluation, and publication of social and economic data. Springer-Verlag 2011-05-30 2011 /pmc/articles/PMC7088654/ /pubmed/32215190 http://dx.doi.org/10.1140/epjst/e2011-01401-8 Text en © EDP Sciences and Springer 2011 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Article
Helbing, D.
Balietti, S.
From social data mining to forecasting socio-economic crises
title From social data mining to forecasting socio-economic crises
title_full From social data mining to forecasting socio-economic crises
title_fullStr From social data mining to forecasting socio-economic crises
title_full_unstemmed From social data mining to forecasting socio-economic crises
title_short From social data mining to forecasting socio-economic crises
title_sort from social data mining to forecasting socio-economic crises
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7088654/
https://www.ncbi.nlm.nih.gov/pubmed/32215190
http://dx.doi.org/10.1140/epjst/e2011-01401-8
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