C4.5: programs for machine learning
C4.5: programs for machine learning
Understanding and Using Context
Personal and Ubiquitous Computing
Better Living Through Geometry
Personal and Ubiquitous Computing
Using Semantic Networks for Knowledge Representation in an Intelligent Environment
PERCOM '03 Proceedings of the First IEEE International Conference on Pervasive Computing and Communications
Managing Behavior of Intelligent Environments
PERCOM '03 Proceedings of the First IEEE International Conference on Pervasive Computing and Communications
Managing Adaptive Versatile Environments
PERCOM '05 Proceedings of the Third IEEE International Conference on Pervasive Computing and Communications
Learning Automation Policies for Pervasive Computing Environments
ICAC '05 Proceedings of the Second International Conference on Automatic Computing
Managing and Delivering Context-Dependent User Preferences in Ubiquitous Computing Environments
SAINT-W '07 Proceedings of the 2007 International Symposium on Applications and the Internet Workshops
The Bayeslet Concept for Modular Context Inference
UBICOMM '08 Proceedings of the 2008 The Second International Conference on Mobile Ubiquitous Computing, Systems, Services and Technologies
Adapting Pervasive Environments through Machine Learning and Dynamic Personalization
ISPA '08 Proceedings of the 2008 IEEE International Symposium on Parallel and Distributed Processing with Applications
A Dynamic Approach to Dealing with User Preferences in a Pervasive System
ISPA '08 Proceedings of the 2008 IEEE International Symposium on Parallel and Distributed Processing with Applications
Implicit Adaptation of User Preferences in Pervasive Systems
ICONS '09 Proceedings of the 2009 Fourth International Conference on Systems
Adapting stereotypes to handle dynamic user profiles in a pervasive system
ACST '08 Proceedings of the Fourth IASTED International Conference on Advances in Computer Science and Technology
Pervasive Computing in Daidalos
IEEE Pervasive Computing
Task-based adaptation for ubiquitous computing
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
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In the development of ubiquitous and pervasive systems, it is understood that mechanisms are required to take adequate account of user preferences. This paper presents several key challenges for personalisation in pervasive environments and introduces the Daidalos solution developed as part of a European research project, Daidalos. The Daidalos personalisation system architecture goes beyond customary simplistic preference management to provide two aspects of dynamicity: first in the establishment of user preferences, where learning mechanisms are used to refine and update preferences when the need arises; second during the application of preferences whenever the context of the user changes. The paper discusses how this system meets the outlined challenges and details how the system has been evaluated.