| Wordnet improves Text Document Clustering (2003) | |||||||||||||||
Abstract | |||||||||||||||
| Text document clustering plays an important role in providing intuitive navigation and browsing mechanisms by organizing large amounts of information into a small number of meaningful clusters. The bag of words representation used for these clustering methods is often unsatisfactory as it ignores relationships between important terms that do not co-occur literally. In order to deal with the problem, we integrate background knowledge --- in our application Wordnet --- into the process of clustering text documents. | |||||||||||||||
Details der Publikation | |||||||||||||||
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