The Devil in the White City by Erik Larson
http://www.randomhouse.com/crown/devilinthewhitecity/home.html
I have always loved Chicago and I was blessed with a father who well remembered the Chicago World's Fair, but I knew nothing of this particular slice of history until I read this book. Fascinating.