Document clustering: An evaluation of some experiments with the cranfield 1400 collection

摘要

The single-link cluster method is used to construct a hierarchic classification for the 1400 documents in the Cranfield test collection. A variety of retrieval strategies applied to this hierarchy are evaluated in terms of effectiveness and efficiency. Comparisons are made between our results and those of similar experiments in document clustering on the Smart project.