Fig. 2. Flat classification and hierarchical classification. Fig. 3. Neighbors within a radius of two. (pages or queries) to related objects. This approach showed an improvement of 26% in F-measure over content-based Web page classification. In addition to Web page classi- fication, artificial connections built upon query results and query logs can be used for query classification. 4. ALGORITHMS