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Web augmentation techniques allow the adaptation of websites on client side using browser extensions or plug-ins designed to run dedicated user scripts. However, while number and variety of such scripts from publicly available repositories have grown remarkably in recent years, they usually neglect the user's personal profile or individual preferences, and therefore fail to provide enhanced personalized services. At the same time recommender systems have become powerful tools to improvedblp:conf/recsys/WischenbartFRW15 fatcat:gthli4muvrac5h6yjgpnu623ja