Alcorn was elected as governor in 1869 and served from 1870 to 1871. As a modernizer, he appointed many like-minded former Whigs, even if they had become Democrats. He strongly supported education, conceding segregation of public schools in order to get them started. He supported founding a new college for freedmen, now known as Alcorn State University (established 1871 in Lorman). He maneuvered to make his ally Hiram Revels its president. Radical Republicans opposed Alcorn as they were angry about his patronage policy. One complained that Alcorn's policy was to see "the old civilization of the South 'modernized'" rather than lead a total political, social and economic revolution.