The school was named for Murray E. Boone, a life-long educator who served thirty-six years in several schools until his retirement in 1969. Twenty-one of those years were in the Northside School District. He was superintendent of the consolidated rural education district, which in 1965 was named the Northside School District, making Mr. Boone the first district superintendent.