Intelligent Transportation Systems (ITS) are changing the way people plan a journey and travel around the world. Advanced mobility information systems, as well as intelligent multimodal mobility services, may take considerable advantage of consolidated technologies from emerging ICT frameworks. In this paper we propose an Extended Intelligent Transportation System (ExITS) consisting of a basic ITS equipped with a User Centric Control System (UCCS). The proposed ExITS relies on service personalization methodologies and is conceived as a Future Internet (FI) oriented, closed-loop, user centric architecture integrating and controlling ITS services. The proposed UCCS considers the trip planning service and takes into account both explicit and implicit user preferences in selecting travel solutions satisfying a given user request. The aim of the UCCS is to drive the trip planning service in proposing to the user travel typologies tailored to personal preferences. Implicit preferences are automatically inducted by similarity based unsupervised machine learning techniques and verified by a closed-loop control mechanism triggered by explicit user feedback.

A Future Internet oriented user centric extended intelligent transportation system / Canale, Silvia; DI GIORGIO, Alessandro; Lisi, Federico; Panfili, Martina; Celsi, L. Ricciardi; Suraci, Vincenzo; DELLI PRISCOLI, Francesco. - ELETTRONICO. - (2016), pp. 1133-1139. (Intervento presentato al convegno 24th Mediterranean Conference on Control and Automation, MED 2016 tenutosi a Athens; Greece nel June 21-24, 2016) [10.1109/MED.2016.7535967].

A Future Internet oriented user centric extended intelligent transportation system

CANALE, Silvia;DI GIORGIO, ALESSANDRO
;
LISI, FEDERICO;PANFILI, MARTINA;SURACI, VINCENZO;DELLI PRISCOLI, Francesco
2016

Abstract

Intelligent Transportation Systems (ITS) are changing the way people plan a journey and travel around the world. Advanced mobility information systems, as well as intelligent multimodal mobility services, may take considerable advantage of consolidated technologies from emerging ICT frameworks. In this paper we propose an Extended Intelligent Transportation System (ExITS) consisting of a basic ITS equipped with a User Centric Control System (UCCS). The proposed ExITS relies on service personalization methodologies and is conceived as a Future Internet (FI) oriented, closed-loop, user centric architecture integrating and controlling ITS services. The proposed UCCS considers the trip planning service and takes into account both explicit and implicit user preferences in selecting travel solutions satisfying a given user request. The aim of the UCCS is to drive the trip planning service in proposing to the user travel typologies tailored to personal preferences. Implicit preferences are automatically inducted by similarity based unsupervised machine learning techniques and verified by a closed-loop control mechanism triggered by explicit user feedback.
2016
24th Mediterranean Conference on Control and Automation, MED 2016
Artificial intelligence; Closed loop control systems; Intelligent systems; Internet; Learning systems; Service oriented architecture (SOA); Transportation; Vehicle locating systemsAdvanced mobilities; Closed-loop control; Future internet; Intelligent transportation systems; Mobility service; Service personalization; Trip planning; Unsupervised machine learning
04 Pubblicazione in atti di convegno::04b Atto di convegno in volume
A Future Internet oriented user centric extended intelligent transportation system / Canale, Silvia; DI GIORGIO, Alessandro; Lisi, Federico; Panfili, Martina; Celsi, L. Ricciardi; Suraci, Vincenzo; DELLI PRISCOLI, Francesco. - ELETTRONICO. - (2016), pp. 1133-1139. (Intervento presentato al convegno 24th Mediterranean Conference on Control and Automation, MED 2016 tenutosi a Athens; Greece nel June 21-24, 2016) [10.1109/MED.2016.7535967].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/907124
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