REAL-TIME CONTEXT AWARE REASONING IN ON-BOARD INTELLIGENT TRAFFIC SYSTEMS - An Architecture for Ontology-based Reasoning using Finite State Machines

Arjan Stoter, Simon Dalmolen, Eduard Drenth, Eric Cornelisse, Wico Mulder

2011

Abstract

In-vehicle information management is vital in intelligent traffic systems. In this paper we motivate an architecture for ontology-based context-aware reasoning for in-vehicle information management. An ontology is essential for system standardization and communication, and ontology-based reasoning allows context-awareness, inference and advanced reasoning capabilities. However, the amount of computational power it requires often conflicts with the computational limitations of on-board units, as well as the high demand for timeliness and safety. Our approach uses ontology-based reasoning and a finite state machine (FSM). By combining ontology and FSM, we illustrate how a heavy-weight reasoning-solution could be applied in a light-weight computational environment.

Paper Citation

in Harvard Style

Stoter A., Dalmolen S., Drenth E., Cornelisse E. and Mulder W. (2011). REAL-TIME CONTEXT AWARE REASONING IN ON-BOARD INTELLIGENT TRAFFIC SYSTEMS - An Architecture for Ontology-based Reasoning using Finite State Machines . In Proceedings of the 3rd International Conference on Agents and Artificial Intelligence - Volume 1: ICAART, ISBN 978-989-8425-40-9, pages 637-642. DOI: 10.5220/0003185506370642

in Bibtex Style

@conference{icaart11,
author={Arjan Stoter and Simon Dalmolen and Eduard Drenth and Eric Cornelisse and Wico Mulder},
title={REAL-TIME CONTEXT AWARE REASONING IN ON-BOARD INTELLIGENT TRAFFIC SYSTEMS - An Architecture for Ontology-based Reasoning using Finite State Machines},
booktitle={Proceedings of the 3rd International Conference on Agents and Artificial Intelligence - Volume 1: ICAART,},
year={2011},
pages={637-642},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003185506370642},
isbn={978-989-8425-40-9},
}

in EndNote Style

TY - CONF
JO - Proceedings of the 3rd International Conference on Agents and Artificial Intelligence - Volume 1: ICAART,
TI - REAL-TIME CONTEXT AWARE REASONING IN ON-BOARD INTELLIGENT TRAFFIC SYSTEMS - An Architecture for Ontology-based Reasoning using Finite State Machines
SN - 978-989-8425-40-9
AU - Stoter A.
AU - Dalmolen S.
AU - Drenth E.
AU - Cornelisse E.
AU - Mulder W.
PY - 2011
SP - 637
EP - 642
DO - 10.5220/0003185506370642