Nakano, Okamoto and Maruyama laboratories at Shinshu University have worked on 3D representation for document retrieval on the Internet. They used semantic vectors defined as normalized vectors whose coordinates are the weights of the keywords used to define the basis of the vector space. These weights are computed from absolute and relative frequencies of the keywords in the document considered, compared with other documents of the database.
Those semantic vectors are used to represent: