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A Hybrid Preference Learning and Context Refinement Architecture

Frank, Korbinian and Robertson, Patrick and McBurney, Sarah and Kalatzis, Nikos and Roussaki, Ioanna and Marengo, Marco (2009) A Hybrid Preference Learning and Context Refinement Architecture. The Society for the Study of Artificial Intelligence and the Simulation of Behaviour (SSAISB). PERSIST Workshop on Intelligent Pervasive Environments, 6.-9. Apr. 2009, Edinburgh. ISBN 1902956834.

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Official URL: http://www.aisb.org.uk/convention/aisb09/Proceedings/PERSIST/FILES/FrankK.pdf

Abstract

Pervasive computing envisions a world where people are surrounded by numerous communication and computing interconnected devices that are invisible and assist users in their everyday tasks in a seamless unobtrusive manner. Most pervasive computing research initiatives aim towards the realization of smart spaces, i.e. fixed spaces that provide pervasive features in a static and geographically limited environment. To bridge these isolated pervasive spaces, the EU project Persist has introduced the concept of self-improving Personal Smart Spaces (PSSs) that follow their owners wherever they go. This paper provides an overview of the context and preference learning facilities that have been designed to support the realization of PSSs and enhance their proactivity and self-improvement features.

Item URL in elib:https://elib.dlr.de/59543/
Document Type:Conference or Workshop Item (Speech)
Title:A Hybrid Preference Learning and Context Refinement Architecture
Authors:
AuthorsInstitution or Email of AuthorsAuthor's ORCID iD
Frank, KorbinianUNSPECIFIEDUNSPECIFIED
Robertson, PatrickUNSPECIFIEDUNSPECIFIED
McBurney, SarahHeriot-Watt University EdinburghUNSPECIFIED
Kalatzis, NikosNational Technical University of AthensUNSPECIFIED
Roussaki, IoannaNational Technical University of AthensUNSPECIFIED
Marengo, MarcoTelecom ItaliaUNSPECIFIED
Date:6 April 2009
Refereed publication:Yes
Open Access:Yes
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
Page Range:pp. 9-15
Editors:
EditorsEmailEditor's ORCID iD
McBurney, Sarah M.UNSPECIFIEDUNSPECIFIED
Papadopoulou, ElizabethUNSPECIFIEDUNSPECIFIED
Publisher:The Society for the Study of Artificial Intelligence and the Simulation of Behaviour (SSAISB)
Series Name:Proceedings of the Symposium PERSIST Workshop on Intelligent Pervasive Environments
ISBN:1902956834
Status:Published
Keywords:Reasoning, Context, Inference, Learning, Location Estimation, Diffusion model
Event Title:PERSIST Workshop on Intelligent Pervasive Environments
Event Location:Edinburgh
Event Type:Workshop
Event Dates:6.-9. Apr. 2009
Organizer:AISB
HGF - Research field:Aeronautics, Space and Transport (old)
HGF - Program:Space (old)
HGF - Program Themes:W KN - Kommunikation/Navigation
DLR - Research area:Space
DLR - Program:W KN - Kommunikation/Navigation
DLR - Research theme (Project):W - Vorhaben GNSS2/Neue Dienste und Produkte (old)
Location: Oberpfaffenhofen
Institutes and Institutions:Institute of Communication and Navigation > Communications Systems
Deposited By: Frank, Korbinian
Deposited On:06 Oct 2009 12:31
Last Modified:31 Jul 2019 19:25

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