Olfa Nasraoui,
Myra Spiliopoulou,
Jaideep Srivastava,
Bamshad Mobasher,
Brij Masand
e.a.
Springer Berlin Heidelberg
2007e druk, 2007
9783540774846
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
Specificaties
Paperback, 252 blz.
|
Engels
Springer Berlin Heidelberg |
2007e druk, 2007
ISBN13: 9783540774846
Rubricering
Onderdeel van serie
Lecture Notes in Computer Science
Levertijd ongeveer 8 werkdagen
Samenvatting
Web mining and usage is a fast-moving and hugely important field of study. This new Springer text constitutes the thoroughly refereed post-proceedings of the 8th International Workshop on Mining Web Data, WEBKDD 2006, held in Philadelphia, USA in 2006. The 13 revised full papers presented together with a detailed preface went through two rounds of reviewing and improvement and were carefully selected for inclusion in the book. They cover a huge range of relevant topics.
Specificaties
ISBN13:9783540774846
Taal:Engels
Bindwijze:paperback
Aantal pagina's:252
Uitgever:Springer Berlin Heidelberg
Druk:2007
Hoofdrubriek:Automatisering algemeen, Computer en informatica
Inhoudsopgave
Adaptive Website Design Using Caching Algorithms.- Incorporating Usage Information into Average-Clicks Algorithm.- Nearest-Biclusters Collaborative Filtering with Constant Values.- Fast Categorization of Web Documents Represented by Graphs.- Leveraging Structural Knowledge for Hierarchically-Informed Keyword Weight Propagation in the Web.- How to Define Searching Sessions on Web Search Engines.- Incorporating Concept Hierarchies into Usage Mining Based Recommendations.- A Random-Walk Based Scoring Algorithm Applied to Recommender Engines.- Towards a Scalable kNN CF Algorithm: Exploring Effective Applications of Clustering.- Detecting Profile Injection Attacks in Collaborative Filtering: A Classification-Based Approach.- Predicting the Political Sentiment of Web Log Posts Using Supervised Machine Learning Techniques Coupled with Feature Selection.- Analysis of Web Search Engine Query Session and Clicked Documents.- Understanding Content Reuse on the Web: Static and Dynamic Analyses.