A framework to explore ethical issues when using big data analytics on the future networked internet of things

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

The networked future will generate a huge amount of data. With this in mind, using big data analytics will be an important capability that will be required to fully leverage the knowledge within the data. However, collecting, storing and analyzing the data can create many ethical situations that data scientists have yet to ponder. Hence, this paper explores some of the possible ethical conundrums that might have to be addressed within a big data network of the future project and proposes a framework that can be used by data scientists working within such a context. These ethical challenges are explored within an example of future networked vehicles. In short, the framework focuses on two high level ethical considerations that need to be considered: data related challenges and model related challenges.

Original languageEnglish (US)
Title of host publicationFuture Network Systems and Security - 4th International Conference, FNSS 2018, Proceedings
EditorsSelwyn Piramuthu, Wei Zhou, Robin Doss
PublisherSpringer Verlag
Pages49-60
Number of pages12
ISBN (Print)9783319944203
DOIs
StatePublished - Jan 1 2018
Event4th International Conference on Future Network Systems and Security, FNSS 2018 - Paris, France
Duration: Jul 9 2018Jul 11 2018

Publication series

NameCommunications in Computer and Information Science
Volume878
ISSN (Print)1865-0929

Other

Other4th International Conference on Future Network Systems and Security, FNSS 2018
CountryFrance
CityParis
Period7/9/187/11/18

Keywords

  • Big data
  • Ethics
  • Internet of things
  • Network of the future

ASJC Scopus subject areas

  • Computer Science(all)
  • Mathematics(all)

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  • Cite this

    Saltz, J. S. (2018). A framework to explore ethical issues when using big data analytics on the future networked internet of things. In S. Piramuthu, W. Zhou, & R. Doss (Eds.), Future Network Systems and Security - 4th International Conference, FNSS 2018, Proceedings (pp. 49-60). (Communications in Computer and Information Science; Vol. 878). Springer Verlag. https://doi.org/10.1007/978-3-319-94421-0_4