Big data visualization and analytics: Future research challenges and emerging applications

Gennady Andrienko, Natalia Andrienko, Steven Drucker, Jean Daniel Fekete, Danyel Fisher, Stavros Idreos, Tim Kraska, Guoliang Li, Kwan Liu Ma, Jock D. Mackinlay, Antti Oulasvirta, Tobias Schreck, Heidrun Schmann, Michael Stonebraker, David Auber, Nikos Bikakis, Panos K. Chrysanthis, George Papastefanatos, Mohamed A. Sharaf

Research output: Contribution to journalConference article

1 Scopus citations

Abstract

In the context of data visualization and analytics, this report outlines some of the challenges and emerging applications that arise in the Big Data era. In particularly, fourteen distinguished scientists from academia and industry, and diverse related communities, i.e., Information Visualization, Human-Computer Interaction, Machine Learning, Data management & Mining, and Computer Graphics have been invited to express their opinions.

Original languageEnglish (US)
JournalCEUR Workshop Proceedings
Volume2578
StatePublished - Jan 1 2020
EventWorkshops of the 23rd International Conference on Extending Database Technology/23rd International Conference on Database Theory, EDBT-ICDT-WS 2020 - Copenhagen, Denmark
Duration: Mar 30 2020Apr 2 2020

Keywords

  • Big Data Challenges
  • Computer Graphics
  • Data Management & Mining
  • Future Directions
  • HCI
  • Information Visualization
  • Machine Learning
  • Research Opportunities
  • Visual Analytics

ASJC Scopus subject areas

  • Computer Science(all)

Fingerprint Dive into the research topics of 'Big data visualization and analytics: Future research challenges and emerging applications'. Together they form a unique fingerprint.

  • Cite this

    Andrienko, G., Andrienko, N., Drucker, S., Fekete, J. D., Fisher, D., Idreos, S., Kraska, T., Li, G., Ma, K. L., Mackinlay, J. D., Oulasvirta, A., Schreck, T., Schmann, H., Stonebraker, M., Auber, D., Bikakis, N., Chrysanthis, P. K., Papastefanatos, G., & Sharaf, M. A. (2020). Big data visualization and analytics: Future research challenges and emerging applications. CEUR Workshop Proceedings, 2578.