TY - JOUR AU - Vermeeren, A. P. O. S. AB - CHI 2 0 0 0 • 1 - 6 APRIL 2 0 0 0 Development Consortium The Intelligent Thermostat: A Mixed-Initiative User Interface D.V. Keyson, M.P.A.J. de Hoogh, A. Freudenthal, A.P.O.S. Vermeeren Department of Industrial Design Delft University of Technology 2628 BX Delft, the Netherlands +31 15 2783374 D.Keyson @io.tudelft.nl ABSTRACT MIXED-INITIATIVE USER INTERFACES 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 fieldtesting of the prototype and concepts in residential homes. Keywords There is currently a debate among different communities as to what is meant by the term mixed-initiative [2]. Rather than dive into this debate one could consider the several dominant approaches to mixed-initiative user interfaces [1]: Task-oriented systems: focus on building systems that can partially plan and eventually execute a task on their own TI - The intelligent thermostat: a mixed-initiative user interface DA - 2000-04-01 UR - https://www.deepdyve.com/lp/association-for-computing-machinery/the-intelligent-thermostat-a-mixed-initiative-user-interface-40fqbQ1YMB DP - DeepDyve ER -