Logical Hierarchical Hidden Markov Models for Modeling User Activities
ILP '08 Proceedings of the 18th international conference on Inductive Logic Programming
Persuasive technology for human well-being: setting the scene
PERSUASIVE'06 Proceedings of the First international conference on Persuasive technology for human well-being
Real-time task recognition based on knowledge workers' computer activities
Proceedings of the 30th European Conference on Cognitive Ergonomics
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Motivation -- Developing a computer tool that improves well-being at work. Research approach -- We collect unobtrusive sensor data and apply pattern recognition approaches to infer the context and stress level of the user. We will develop a coaching tool based upon this information and evaluate its effectiveness in user studies. Findings/Design -- The resulting system will be able to create more awareness on stress for knowledge workers, support them to improve their working pattern, resulting in an increase of well-being at work. Take away message -- Unobtrusive sensing and smart reasoning can be used to create a user aware system that improves well-being at work by providing feedback and support.