A comprehensive survey on big-data research and its implications - What is really 'new' in big data? - It's cognitive big data!

Artur Lugmayr, Bjoern Stockleben, Christoph Scheib, Mathew Mailaparampil, Noora Mesia, Hannu Ranta

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

12 Citations (Scopus)

Abstract

What is really 'new' in Big Data? - Big Data seems to be a hype that has been emerging during the past years. But it requires a more thorough discussion beyond the very common 3V (velocity, volume, and variety) approach. We established an expert group to re-discuss the notion of Big Data, identify new characteristics, and re-think what actually really is new in the idea of Big Data by analysing over 100 literature resources. We identified typical baseline scenarios (traffic, business processes, retail, health, and social media) as starting point, from which we explored the notion of Big Data from a different viewpoint. We concluded, that the idea of Big Data is simply not new, as well as we need to re-think our approach towards Big Data. We introduce a fully new way of thinking about Big Data, and coin it as the trend of 'Cognitive Big Data'. The publications introduces a basic framework for our research results. However, this work remains work-in-progress, and we will continue with a refinement of the Cognitive Big Data Framework in one future publication.

Original languageEnglish
Title of host publicationPacific Asia Conference on Information Systems, PACIS 2016 - Proceedings
ISBN (Electronic)9789860491029
Publication statusPublished - 2016
MoE publication typeA4 Article in a conference publication
EventPacific Asia Conference on Information Systems - Chiayi, Taiwan, Republic of China
Duration: 27 Jun 20161 Jul 2016
Conference number: 20

Conference

ConferencePacific Asia Conference on Information Systems
Abbreviated titlePACIS
CountryTaiwan, Republic of China
CityChiayi
Period27/06/201601/07/2016

Keywords

  • Big data
  • Cognitive big data
  • Competitive advantage
  • Data research
  • Scenarios
  • Theory

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