"The Devil in the White City", Erik Larson 

The historical account of both Daniel Burnham's creation of the World Columbian Exposition and Dr. H. H. Holmes' serial murder in 19th century Chicago. The World's Fair material is particularly fascinating. This is the official site for the book.
Keywords: random house, devil in the white city, burnham, holmes, world's fair, exposition, book to read