Scenario analysis, from BigData to black swan

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TitreScenario analysis, from BigData to black swan
Type de publicationJournal Article
Year of Publication2018
AuteursBatrouni M, Bertaux A, Nicolle C
JournalCOMPUTER SCIENCE REVIEW
Volume28
Pagination131-139
Date PublishedMAY
Type of ArticleReview
ISSN1574-0137
Mots-clésBigData, Black swan, scenario analysis, semantic web
Résumé

Scenario analysis is a set of methodologies and techniques with the goal of generating strategic insight for decision and policy makers. Our aim for this paper is to overview the scenario analysis field in relation to the relatively new paradigms of BigData. The purpose of such an effort is to clarify where scenario analysis stands today relative to the myriad of data analytics approaches. In an era where the hype about BigData is growing at a breakneck speed, what role scenario analysis can still play? And what kind of synergy it can use to leverage the advances made in other forecasting methods? This paper tries to provide some elements for an answer. (C) 2018 Elsevier Inc. All rights reserved.

DOI10.1016/j.cosrev.2018.02.001