Online Event Recognition from Moving Vehicles: Application Paper. Issue 5 (September 2019)

• Record Type: Journal Article
• Authors: TSILIONIS, EFTHIMIS; KOUTROUMANIS, NIKOLAOS; NIKITOPOULOS, PANAGIOTIS; DOULKERIDIS, CHRISTOS; ARTIKIS, ALEXANDER
• Is Part Of: Theory and practice of logic programming. Volume 19:Issue 5/6(2019)
• Page Start: 841
• Page End: 856
• Publication Date: 2019-09
• Subjects: Event Pattern Matching, -- Event Calculus, -- Data Enrichment; Logic programming -- Periodicals; Artificial intelligence -- Computer programs -- Periodicals; Constraint programming (Computer science) -- Periodicals; 005.115
• DOI: 10.1017/S147106841900022X
• Languages: English
• ISSNs: 1471-0684

Abstract

Abstract: We present a system for online composite event recognition over streaming positions of commercial vehicles. Our system employs a data enrichment module, augmenting the mobility data with external information, such as weather data and proximity to points of interest. In addition, the composite event recognition module, based on a highly optimised logic programming implementation of the Event Calculus, consumes the enriched data and identifies activities that are beneficial in fleet management applications. We evaluate our system on large, real-world data from commercial vehicles, and illustrate its efficiency.