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 /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Nasraoui, Olfa (Επιμελητής έκδοσης), Spiliopoulou, Myra (Επιμελητής έκδοσης), Srivastava, Jaideep (Επιμελητής έκδοσης), Mobasher, Bamshad (Επιμελητής έκδοσης), Masand, Brij (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2007.
• Σειρά: Lecture Notes in Computer Science, 4811
• Θέματα: Computer science.; Computer communication systems.; Database management.; Information storage and retrieval.; Artificial intelligence.; Computers and civilization.; Computer Science.; Artificial Intelligence (incl. Robotics).; Computer Communication Networks.; Database Management.; Information Storage and Retrieval.; Information Systems Applications (incl. Internet).; Computers and Society.

This book contains the postworkshop proceedings with selected revised papers from the 8th international workshop on knowledge discovery from the Web, WEBKDD 2006. The WEBKDD workshop series has taken place as part of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD...

Πίνακας περιεχομένων:

• 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.