Term dependence

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120 convenience let us set There are a number of ways of looking at Ki ...Typically the weight Ki N,r,n,R is estimated from a contingency table in which N is not the total number of documents in the system but instead is some subset specifically chosen to enable Ki to be estimated ...The index terms are not independent Although it may be mathematically convenient to assume that the index terms are independent it by no means follows that it is realistic to do so ...
134 which from a computational point of view would simplify things enormously ...An alternative way of using the dependence tree Association Hypothesis Some of the arguments advanced in the previous section can be construed as implying that the only dependence tree we have enough information to construct is the one on the entire document collection ...The basic idea underlying term clustering was explained in Chapter 2 ...If an index term is good at discriminating relevant from non relevantdocuments then any closely associated index term is also likely to begood at this ...