Automatic publishing systems are now widely used to produce books and documents of many types. As a result, large masses of text become available in machine readable form for automatic processing. This study describes automatic methods to generate back-of-the-book indexes, based on a syntactic analysis of the text of book chapters followed by a phrase generation system that identifies meaningful book indexing entries.