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Bridging the gap between decision-making and emerging big data sources : an application of a model-based framework to disaster management in Brazil
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Horita, Flávio E.A., Porto de Albuquerque, João , Marchezini, Victor and Mendiondo, Eduardo M. (2017) Bridging the gap between decision-making and emerging big data sources : an application of a model-based framework to disaster management in Brazil. Decision Support Systems . doi:10.1016/j.dss.2017.03.001 (In Press)
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Official URL: http://dx.doi.org/10.1016/j.dss.2017.03.001
Abstract
With the emergence of big data and new data sources, a challenge posed to today's organizations consists of identifying how to align their decision-making and organizational processes to data that could help them make better-informed decisions. This paper presents a study in the context of disaster management in Brazil that applies oDMN +, a framework that connects decision-making with data sources through an extended modeling notation and a modeling process. The study results revealed that the framework is an effective approach for improving the understanding of how to leverage big data in the organization's decision-making.
| Item Type: | Journal Article | ||||||||
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| Subjects: | H Social Sciences > HD Industries. Land use. Labor Q Science > QA Mathematics > QA76 Electronic computers. Computer science. Computer software |
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| Divisions: | Faculty of Social Sciences > Centre for Interdisciplinary Methodologies | ||||||||
| Library of Congress Subject Headings (LCSH): | Big data -- Brazil, Business planning -- Brazil, Emergency management -- Brazil | ||||||||
| Journal or Publication Title: | Decision Support Systems | ||||||||
| Publisher: | Elsevier BV | ||||||||
| ISSN: | 0167-9236 | ||||||||
| Official Date: | 9 March 2017 | ||||||||
| Dates: |
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| DOI: | 10.1016/j.dss.2017.03.001 | ||||||||
| Status: | Peer Reviewed | ||||||||
| Publication Status: | In Press | ||||||||
| Access rights to Published version: | Open Access | ||||||||
| Funder: | Engineering and Physical Sciences Research Council (EPSRC), Brazil. Coordenação do Aperfeiçoamento de Pessoal de Nível Superior (CAPES), Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq) | ||||||||
| Grant number: | Grant No. 88887.091744/2014-01 (CAPES), Grant no. 202453/2014-6, Grant no. 307637/2012-3 (CNPq) | ||||||||
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