Thesaurus

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Automatic thesaurus
Automatic indexing
Automatic classification
Automatic abstracting
Automatic content analysis
Automatic document classification
Automatic keyword clustering
Automatic text analysis

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31 In practice many of thesauri are constructed manually ...1 words which are deemed to be about the same topic are linked;2 words which are deemed to be about related things are linked ...The first kind of thesaurus connects words which are intersubstitutible,that is,it puts them into equivalence classes ...The second kind of thesaurus uses semantic links between words to,for example,relate them hierarchically ...However,methods have been proposed to construct thesauri automatically ...The basic relationship underlying the automatic construction of keyword classes is as follows:If keyword a and b are substitutible for one another in the sense that we are prepared to accept a document containing one in response to a request containing the other,this will be because they have the same meaning or refer to a common subject or topic ...It is not difficult to see that,based on this principle,a classification of keywords can be automatically constructed,of which the classes are used analogously to those of the manual thesaurus mentioned before ...1 replace each keyword in a document and query representative by the name of the class in which it occurs;2 replace each keyword by all the keywords occurring in theclass to which it belongs ...