APIE Projects

Current Projects

		SWIMM: a music player that learns an individual's listening habits and creates both playlists and personalized radio stations. SWIMM uses an information theoretic modeling technique and MCMC sampling to deal with the otherwise intractable representation and generation problem.
		Personalized Appliance Control: a project that explores how to create a personalized appliance control that balances making users create interfaces with automatically discovering a user's common tasks, predicting the task that the user wishes to engage in, and generating an appropriate interface that spans multiple devices.

 

Previous Projects

Supporting Routine Decision-Making: a project that explored how to support everyday decisions, where routines are usually sufficient, by providing low-cost information to users when and where they need it.

 

Related Projects

• The Association Agent: a system to bring together and expose your personal interests without getting in your way. The web page is being built.

• Cobot: an agent that lives in a virtual world, and learns to modify its social behavior based on observation and feedback.

---