Using Provenance to Analyse Agent-based Simulations

Edoardo Pignotti, Gary Polhill, Peter Edwards

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

5 Citations (Scopus)

Abstract

In this paper we investigate the role of provenance in agent-based simulation and discuss typical queries we need to perform over a provenance record. Using examples based on a simulation environment using OWL ontologies to represent the state and structure of the simulation, we discuss some of the challenges posed by the large volume of fine-grained provenance associated with the execution of simulation models.

Original languageEnglish
Title of host publicationProceedings of the Joint EDBT/ICDT 2013 Workshops (EDBT 2013)
EditorsGiovanna Guerrini
PublisherAssociation for Computing Machinery (ACM)
Pages319-322
Number of pages4
ISBN (Print)9781450315999
DOIs
Publication statusPublished - 18 Mar 2013
EventJoint EDBT/ICDT 2013 Workshops - Genoa, Italy
Duration: 18 Mar 201322 Mar 2013

Publication series

NameInternational Conference Proceeding Series
PublisherAssociation for Computing Machinery (ACM)

Conference

ConferenceJoint EDBT/ICDT 2013 Workshops
CountryItaly
CityGenoa
Period18/03/1322/03/13

Keywords

  • agent-based models
  • PROV-O
  • simulation provenance
  • social simulation

ASJC Scopus subject areas

  • Human-Computer Interaction
  • Computer Networks and Communications
  • Computer Vision and Pattern Recognition
  • Software

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  • Cite this

    Pignotti, E., Polhill, G., & Edwards, P. (2013). Using Provenance to Analyse Agent-based Simulations. In G. Guerrini (Ed.), Proceedings of the Joint EDBT/ICDT 2013 Workshops (EDBT 2013) (pp. 319-322). (International Conference Proceeding Series). Association for Computing Machinery (ACM). https://doi.org/10.1145/2457317.2457371