The aim of the 4th Workshop on Algorithms and Models for the Web-Graph(WAW 2006) was to further the understanding of these Web-induced graphs andstimulate the development of high-performance algorithms and applications thatuse the graph structure of the Web. The workshop was meant both to foster anexchange of ideas among the diverse set of researchers already involved in thistopic and to act as an introduction for the larger community to the state of theart in this area. The workshop program included invited keynote talks by FanChung-Graham (UCSD), Soumen Chakrabarti (IITB), Walter Willinger (ATTResearch) and Filippo Menczer (Indiana).

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