Briceville is an unincorporated community in Anderson County, Tennessee. It is included in the Knoxville, Tennessee Metropolitan Statistical Area. The community is named for railroad tycoon and one-term Democratic U.S. Senator Calvin S. Brice of Ohio, who was instrumental in bringing railroad service to the town.