Environment Simulation for the Promotion of the Open Data Initiative

Jonathan Synnott, Chris Nugent, Shuai Zhang, Alberto Calzada, Ian Cleland, Macarena Espinilla, Javier Medina Quero, Jens Lundstrom

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

10 Citations (Scopus)
14 Downloads (Pure)

Abstract

The development, testing and evaluation of novel approaches to Intelligent Environment data processing require access to datasets which are of high quality, validated and annotated. Access to such datasets is limited due to issues including cost, flexibility, practicality, and a lack of a globally standardized data format. These limitations are detrimental to the progress of research. This paper provides an overview of the Open Data Initiative and the use of simulation software (IE Sim) to provide a platform for the objective assessment and comparison of activity recognition solutions. To demonstrate the approach, a dataset was generated and distributed to 3 international research organizations. Results from this study demonstrate that the approach is capable of providing a platform for benchmarking and comparison of novel approaches.
Original languageEnglish
Title of host publicationUnknown Host Publication
PublisherIEEE
Pages1-6
Number of pages6
ISBN (Print)978-1-5090-0898-8
DOIs
Publication statusE-pub ahead of print - 30 Jun 2016
EventSmart Computing (SMARTCOMP), 2016 IEEE International Conference on - St. Louis, Missouri, USA
Duration: 30 Jun 2016 → …

Conference

ConferenceSmart Computing (SMARTCOMP), 2016 IEEE International Conference on
Period30/06/16 → …

Keywords

  • simulation
  • intelligent environments
  • data sharing
  • activity recognition

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  • Cite this

    Synnott, J., Nugent, C., Zhang, S., Calzada, A., Cleland, I., Espinilla, M., Quero, J. M., & Lundstrom, J. (2016). Environment Simulation for the Promotion of the Open Data Initiative. In Unknown Host Publication (pp. 1-6). IEEE. https://doi.org/10.1109/SMARTCOMP.2016.7501690