Identifiant pérenne de la notice : 208030131
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Notice de regroupement
Note publique d'information : Knowledge discovery in ubiquitous environments is an emerging area of research at
the intersection of the two major challenges of highly distributed and mobile systems
and advanced knowledge discovery systems. It aims to provide a unifying framework
for systematically investigating the mutual dependencies of otherwise quite unrelated
technologies employed in building next-generation intelligent systems: machine learning,
data mining, sensor networks, grids, peer-to-peer networks, data stream mining, activity
recognition, Web 2.0, privacy, user modelling and others. This state-of-the-art survey
is the outcome of a large number of workshops, summer schools, tutorials and dissemination
events organized by KDubiq (Knowledge Discovery in Ubiquitous Environments), a networking
project funded by the European Commission to bring together researchers and practitioners
of this emerging community. It provides in its first part a conceptual foundation
for the new field of ubiquitous knowledge discovery - highlighting challenges and
problems, and proposing future directions in the area of 'smart', 'adaptive', and
'intelligent' learning. The second part of this volume contains selected approaches
to ubiquitous knowledge discovery and treats specific aspects in detail. The contributions
have been carefully selected to provide illustrations and in-depth discussions for
some of the major findings of Part I
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