Latent semantic indexing adds an important step to the document indexing process. In addition to recording which keywords a document contains, the method examines the document collection as a whole, to see which other documents contain some of those same words.
egular keyword searches approach a document collection with a kind of accountant mentality: a document contains a given word or it doesn't, with no middle ground.