@inproceedings{horvitz2003considering, author = {Horvitz, Eric and Apacible, Johnson and Koch, Paul and Sarin, Raman and Subramani, Muru}, title = {Considering Costs of Interruption and Deferral in Routing Interpersonal Communications}, year = {2003}, month = {July}, abstract = {We describe a prototype service that performs cost-benefit analysis about whether to route a phone call to a user versus reschedule the communication for later. The system balances the expected cost of interruption with the cost of deferral of a communication. We first present a decision-theoretic perspective on the handling of interpersonal communications. Then, we describe a prototype system named Bestcom-X that makes decisions about the routing of telephone calls coming into a corporate PBX, based on models of the cost of interruption that were built via machine learning. We then describe a derivative of Bestcom-X, named Bestcom-ET which is now being used actively used by approximately one thousand employees at the Microsoft Corporation.}, url = {http://approjects.co.za/?big=en-us/research/publication/considering-costs-interruption-deferral-routing-interpersonal-communications/}, }