@techreport{horvitz2007mobile, author = {Horvitz, Eric and Koch, Paul and Subramani, Muru}, title = {Mobile Opportunistic Planning: Methods and Models}, year = {2007}, month = {July}, abstract = {We describe the construction of probabilistic user models that predict the context-sensitive cost of time, and the use of these models within a system that deliberates about adding waypoints to trips opportunistically so as to satisfy standing goals. We present details about the use of the models in a prototype named Mobile Commodities (MC). When travel is sensed via GPS, MC performs an ongoing analysis about the cost of diverging from a direct path to a destination. The system considers the location of potential waypoints that can satisfy goals, pricing of items at waypoints, and costs associated with the addi-tional time and travel required for the modified trips.}, url = {http://approjects.co.za/?big=en-us/research/publication/mobile-opportunistic-planning/}, pages = {10}, edition = {User Modeling 2007, 11th International Conference, UM 2007, Corfu, Greece, June 25-29, 2007}, number = {MSR-TR-2006-184}, }