loading
Papers

Research.Publish.Connect.

Paper

Paper Unlock

Authors: Giuseppe Paolo Settembre 1 ; Daniele Nardi 1 and Roberta Pigliacampo 2

Affiliations: 1 Sapienza University, Italy ; 2 SESM s.c.a.r.l. - a Finmeccanica company, Italy

ISBN: 978-989-8111-66-1

Keyword(s): Knowledge Representation and Reasoning, Industrial Application of AI.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Industrial Applications of AI ; Knowledge Representation and Reasoning ; Soft Computing ; Symbolic Systems

Abstract: The Situation Assessment process is evolving from signal-analysis based centralized models to high-level reasoning based net-centric models, according to new paradigms of information fusion proposed by recent research. In this paper we propose a knowledge-based approach to Situation Assessment, and we apply it to maritime surveillance. A symbolic model of the world is given to an agent based framework, that use Description Logics based automatic reasoning to devise on estimate of the situation. The described approach potentially allows distributed Situation Assessment through agent collaboration. The goal is to support the understanding of the situation by relying on automatic interpretation processes, in order to provide the human operators with a synthetic vision, pointing out which are the elements on the scenario that require human intervention. The success of high level reasoning techniques is shown through experiments in a real maritime scenario, in which our approach is compa red to the performances of human operators which monitor the situation without any support of an automatic reasoning system. (More)

PDF ImageFull Text

Download
CC BY-NC-ND 4.0

Sign In Guest: Register as new SciTePress user now for free.

Sign In SciTePress user: please login.

PDF ImageMy Papers

You are not signed in, therefore limits apply to your IP address 34.204.203.142

In the current month:
Recent papers: 100 available of 100 total
2+ years older papers: 200 available of 200 total

Paper citation in several formats:
Settembre G.; Nardi D.; Pigliacampo R. and (2009). AGENT APPROACH TO SITUATION ASSESSMENT.In Proceedings of the International Conference on Agents and Artificial Intelligence - Volume 1: ICAART, ISBN 978-989-8111-66-1, pages 287-290. DOI: 10.5220/0001664302870290

@conference{icaart09,
author={Giuseppe Paolo Settembre and Daniele Nardi and Roberta Pigliacampo},
title={AGENT APPROACH TO SITUATION ASSESSMENT},
booktitle={Proceedings of the International Conference on Agents and Artificial Intelligence - Volume 1: ICAART,},
year={2009},
pages={287-290},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001664302870290},
isbn={978-989-8111-66-1},
}

TY - CONF

JO - Proceedings of the International Conference on Agents and Artificial Intelligence - Volume 1: ICAART,
TI - AGENT APPROACH TO SITUATION ASSESSMENT
SN - 978-989-8111-66-1
AU - Settembre, G.
AU - Nardi, D.
AU - Pigliacampo, R.
PY - 2009
SP - 287
EP - 290
DO - 10.5220/0001664302870290

Login or register to post comments.

Comments on this Paper: Be the first to review this paper.