METHODS AND APPARATUS USING SETS OF SEMANTICALLY SIMILAR WORDS FOR TEXT CLASSIFICATION

摘要

A computer-based searching method is described that includes receiving, at a computer, a search concept that includes a plurality of principal words, determining a set of semantically similar words for at least one of the principal words, calculating a degree of membership for each word in each set that reflects a semantic similarity in meaning to the principal word of the set, performing the search, computing a score based at least on the degrees of membership for the words in the word set, and sorting the results using the computed scores.