A mechanism to enable spatial reasoning in JBoss Drools

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

2 Citations (Scopus)

Abstract

Reasoning systems tapping into the physical world often have to deal not only with temporal relations but also with spatial relations while performing complex event processing. Spatio-temporal relations are a special kind of relations as all events are intertwined via these relations. Treating spatiotemporal relations similarly to other relations will have a significant negative impact in the system performance while reasoning. Therefore, spatio-temporal relations have to be treated differently. JBoss Drools 6 is a production rule system which provides facilities for complex event processing with temporal relations but currently lacks capabilities for spatial reasoning. In this paper, we introduce a mechanism which provides such a capability. The mechanism is implemented directly in the events therefore no Drools source code modifications are necessary. The feasibility of such a mechanism is evaluated from the performance viewpoint. With our spatial reasoning implementation in place, Drools can be claimed capable for spatio-temporal complex event processing
Original languageEnglish
Title of host publicationProceedings
Subtitle of host publicationInternational Conference on Industrial Automation, Information and Communications Technology, IAICT 2014
PublisherIEEE Institute of Electrical and Electronic Engineers
Pages135-140
ISBN (Electronic)978-1-4799-4909-0
ISBN (Print)978-1-4799-4910-6
DOIs
Publication statusPublished - 2014
MoE publication typeA4 Article in a conference publication
EventInternational Conference on Industrial Automation, Information and Communications Technology (IAICT) - Bali, Indonesia
Duration: 28 Aug 201430 Aug 2014

Conference

ConferenceInternational Conference on Industrial Automation, Information and Communications Technology (IAICT)
Abbreviated titleIAICT 2014
CountryIndonesia
CityBali
Period28/08/1430/08/14

Keywords

  • Complex Event Processing
  • Inference
  • Production Rule Systems

Cite this

Merilinna, J. (2014). A mechanism to enable spatial reasoning in JBoss Drools. In Proceedings: International Conference on Industrial Automation, Information and Communications Technology, IAICT 2014 (pp. 135-140). IEEE Institute of Electrical and Electronic Engineers. https://doi.org/10.1109/IAICT.2014.6922091