Cluster Hypothesis

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45 efficiency of implementation for a particular application ...An example of an ordered classification is a hierarchy ...The discussion about classification has been purposely vague up to this point ...Let me know be more specific about current and past approaches to classification,particularly in the context of information retrieval ...The cluster hypothesis Before describing the battery of classification methods that are now used in information retrieval,I should like to discuss the underlying hypothesis for their use in document clustering ...A basic assumption in retrieval systems is that documents relevant to a request are separated from those which are not relevant,i ...a both of which are relevant to a request,and b one of which is relevant and the other non relevant ...Summing over a set of requests gives the relative distribution of
187 Probabilistic search strategies have not been investigated much either,although such strategies have been tried with some effect in the fields of pattern recognition and automatic medical diagnosis ...In Chapter 5 I mentioned that bottom up search strategies are apparently more successful than The work described in Chapter 6 goes some way to remedying this situation ...the more traditional top down searches ...spanning tree on the documents could be an effective structure for guiding a search for relevant documents ...4 ...The three areas of research discussed so far could fruitfully be explored through a simulation model ...One major open problem is the simulation of relevance ...5 ...This has been the most troublesome area in IR ...