Original: The album S.F. Sorrow (released in December 1968) by British group the Pretty Things is generally considered to be among the first creatively successful rock concept albums - in that each song is part of an overarching unified concept - the life story of the main character, Sebastian Sorrow.
Simplified: A concept album is a kind of album in which all the songs are about the same thing.