document: Adaptive filtering of advertisements on web pages We present a browser extension to dynamically learn to filter unwanted images ( such as advertisements or flashy graphics ) based on minimal user feedback . To do so , we apply the weighted majority algorithm using pieces of the Uniform Resource Locators of such images as predictors . Experimental results tend to confirm that the accuracy of the predictions converges quickly to very high levels .
doc_bio_tags: O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B I O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O