Principles of mixed-initiative user interfaces
Proceedings of the SIGCHI conference on Human Factors in Computing Systems
COLLAGEN: A Collaboration Manager for Software Interface Agents
User Modeling and User-Adapted Interaction
User Modeling and User-Adapted Interaction
Mixed-Initiative Issues in an Agent-Based Meeting Scheduler
User Modeling and User-Adapted Interaction
Designing collaboration in consumer products
CHI '01 Extended Abstracts on Human Factors in Computing Systems
DiamondHelp: a new interaction design for networked home appliances
Personal and Ubiquitous Computing
Pervasive '09 Proceedings of the 7th International Conference on Pervasive Computing
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Recent advances in approaches to mixed-initiative user interfaces for desktop applications provide a number of principles, which can be used to embed intelligence in consumer products. An integration of several approaches is proposed towards building an intelligent thermostat that can reduce energy consumption. A statistical model is used to spot trends in living patterns and make suggestions. An embedded task model, containing product usage patterns, can infer user intentions and serves as input to a dialog manager. Future work includes field-testing of the prototype and concepts in residential homes.