@inproceedings{szummer2008behavioral, author = {Szummer, Martin and Craswell, Nick}, title = {Behavioral Classification on the Click Graph}, booktitle = {World Wide Web Conference}, year = {2008}, month = {April}, abstract = {A bipartite query-URL graph, where an edge indicates that a document was clicked for a query, is a useful construct for finding groups of related queries and URLs. Here we use this behavior graph for classification. We choose a click graph sampled from two weeks of image search activity, and the task of "adult" filtering: identifying content in the graph that is inappropriate for minors. We show how to perform classification using random walks on this graph, and two methods for estimating classifier parameters.}, url = {http://approjects.co.za/?big=en-us/research/publication/behavioral-classification-on-the-click-graph/}, pages = {1241-1242}, edition = {World Wide Web Conference}, }