Advances in Web Mining and Web Usage Analysis: 8th International Workshop on Knowledge Discovery on the Web, Webkdd 2006 Philadelphia, Usa, August 20, 2006 Revised Papers - Lecture Notes in Computer Science

Marc Notes: Includes bibliographical references and index.; Also available in print.; Also issued online.; Electronic reproduction.; UK: MyiLibrary; 2008. Table of Contents: Adaptive Website Design Using Caching Algorithms / Justin Brickell, Inderjit S. Dhillon, Dharmendra S. Modha -- Incorporating Usage Information into Average-Clicks Algorithm / Kalyan Beemanapalli, Ramya Rangarajan, Jaideep Srivastava -- Nearest-Biclusters Collaborative Filtering with Constant Values / Panagiotis Symeonidis, Alexandros Nanopoulos, Apostolos Papadopoulos, Yannis Manolopoulos -- Fast Categorization of Web Documents Represented by Graphs / Alex Markov, Mark Last, Abraham Kandel -- Leveraging Structural Knowledge for Hierarchically-Informed Keyword Weight Propagation in the Web / Jong Wook Kim, K. Selcuk Candan -- How to Define Searching Sessions on Web Search Engines / Bernard J. Jansen, Amanda Spink, Vinish Kathuria -- Incorporating Concept Hierarchies into Usage Mining Based Recommendations / Amit Bose, Kalyan Beemanapalli, Jaideep Srivastava, Sigal Sahar -- A Random-Walk Based Scoring Algorithm Applied to Recommender Engines / Augusto Pucci, Marco Gori, Marco Maggini -- Towards a Scalable KNN CF Algorithm: Exploring Effective Applications of Clustering / Al Mamunur Rashid, Shyong K. Lam, Adam LaPitz, George Karypis, John Riedl -- Detecting Profile Injection Attacks in Collaborative Filtering: A Classification-Based Approach / Chad A. Williams, Bamshad Mobasher, Robin Burke, Runa Bhaumik -- Predicting the Political Sentiment of Web Log Posts Using Supervised Machine Learning Techniques Coupled with Feature Selection / Kathleen T. Durant, Michael D. Smith -- Analysis of Web Search Engine Query Session and Clicked Documents / David Nettleton, Liliana Calderon-Benavides, Ricardo Baeza-Yates -- Understanding Content Reuse on the Web: Static and Dynamic Analyses / Ricardo Baeza-Yates, Alvaro Pereira, Nivio Ziviani -- Author Index.