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Behaviour Monitoring and Interpretation - BMI: Smart Environments [Kõva köide]

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This book is concerned with behaviour monitoring and interpretation with regard to two main areas of focus: the investigation of motion patterns and ambient assisted living. It presents state-of-the-art contributions on research in both these areas. The first section consists of chapters discussing recent developments in monitoring and representing behaviours, with a particular focus on movement-based behaviour. The next part of the volume is more application-driven. Several case studies present the monitoring and support of people with cognitive impairments in smart environments, showing in particular how AI techniques are applied in these contexts and also how ambient assisted physical activity systems help to increase the engagement of seniors in physical activities. Investigations to show how monitored behaviours can be interpreted in smart environments are then described: a survey on knowledge-intensive methods for intention recognition; the detection of high-level daily activities by analysis of team behaviours in smart environments and a model for how ambient intelligence systems can automatically discover patterns of user behaviours. Finally the publication discusses the infrastructure of smart environments.
Preface v
Bjorn Gottfried
Hamid Aghajan
Behaviour Monitoring and Interpretation: Smart Environments
1(10)
Bjorn Gottfried
Hamid K. Aghajan
Monitoring and Analysing Movement Behaviours
Pedestrian Behaviour Monitoring: Methods and Experiences
11(32)
Alexandra Millonig
Norbert Brandle
Markus Ray
Dietmar Bauer
Stefan van der Spek
Progress in Movement Pattern Analysis
43(32)
Patrick Laube
Representing and Reasoning About Movement Behaviours
Interpretation of Behaviours from a Viewpoint of Topology
75(23)
Yohei Kurata
Max J. Egenhofer
Qualitative Spatial Reasoning for Navigating Agents: Behavior Formalization with Qualitative Representations
98(31)
Frank Dylla
Classifying Collective Motion
129(30)
Zena Wood
Antony Galton
Well-Being and Assisted Living
Implementing Monitoring and Technological Interventions in Smart Homes for People with Dementia: Case Studies
159(24)
Tim Adlam
Bruce Carey-Smith
Nina Evans
Roger Orpwood
Jennifer Boger
Alex Mihailidis
The Praxis of Cognitive Assistance in Smart Homes
183(29)
Sylvain Giroux
Tatjana Leblanc
Abdenour Bouzouane
Bruno Bouchard
Helene Pigot
Jeremy Bauchet
Avatar Communication for a Social In-Home Exercise System: A User Study
212(23)
Joyca Lacroix
Yasmin Aghajan
Aart van Halteren
Behaviour Interpretation in Smart Environments
Rule-Based Intention Recognition from Spatio-Temporal Motion Track Data in Ambient Assisted Living
235(22)
Peter Kiefer
Klaus Stein
Christoph Schlieder
Model-Based Inference Techniques for Detecting High-Level Team Intentions
257(32)
Albert Hein
Christoph Burghardt
Martin Giersich
Thomas Kirste
Learning About Preferences and Common Behaviours of the User in an Intelligent Environment
289(30)
Asier Aztiria
Alberto Izaguirre
Rosa Basagoiti
Juan Carlos Augusto
Infrastructures for Smart Environments
Ambient Spatial Intelligence
319(17)
Matt Duckham
Rohan Bennett
Common OSGi Interface for Ambient Assisted Living Scenarios
336(23)
Alvaro Marco
Roberto Casas
Gerald Bauer
Ruben Blasco
Angel Asensio
Bruno Jean-Bart
Miriam Ibanez
Author Index 359