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Call for Papers | Instructions for Authors | Accepted Papers | Workshop Program | Program Committee | Past WebKDD workshops |
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Final Program - August 20, 2006 | |
08:30-08:45 |
Introduction & Welcome |
Session 1: Adaptive Web Navigation & Collaborative Filtering (8:45-10:00) | |
08:45-09:10 |
Adaptive Website Design using Caching Algorithms Justin Brickell, Inderjit S. Dhillon, and Dharmendra S. Modha |
09:10-09:35 | Usage-Aware Average Clicks Kalyan Beemanapalli, Ramya Rangarajan, and Jaideep Srivastava |
09:35-10:00 | Nearest-Biclusters Collaborative Filtering Panagiotis Symeonidis, Alexandros Nanopoulos, Apostolos Papadopolos, and Yannis Manolopoulos |
10:00-10:30 |
Coffee Break |
Session 2: Web Content, Search, and Queries (10:30-12:05) | |
10:30-10:55 |
Model-Based Classification of Web Documents Represented by Graphs Alex Markov, Mark Last, and Abraham Kandel |
10:55-11:20 | Keyword Weight Propagation for Indexing Structured Web Content Jong Wook Kim and K. Selcuk Candan |
11:20-11:35 | How to Define Searching Sessions on Web Search Engines Bernard J. Jansen, Amanda Spink, Vinish Kathuria, and Sherry Koshman |
11:35-11:50 | The Evolution of Web Content and Search Engines Ricardo Baeza-Yates, Alvaro Pereira Jr and Nivio Ziviani |
11:50-12:05 | Analysis of Web Search Engine Query Sessions David Nettleton, Liliana Calderon, and Ricardo Baeza-Yates |
12:05-1:30 |
Lunch (on your own) |
Session 3: Recommender Systems (1:30-3:05) | |
1:30-1:55 |
Incorporating Concept Hierarchies into Usage Mining Based Recommendations Amit Bose, Kalyan Beemanapalli, Jaideep Srivastava, and Sigal Sahar |
1:55-2:20 | A Random-Walk Based Scoring Algorithm with Application to Recommender Systems for Large-Scale E-Commerce Augusto Pucci and Marco Gori |
2:20-2:35 | ClustKNN: A Highly Scalable Hybrid Model- & Memory-Based CF Algorithm Al Mamunur Rashid, Shyong K. Lam, George Karypis, and John Riedl |
2:35-2:50 | Recommendation Based on Influence Sets |
2:50-3:05 | Relevance of Time Spent on Web Pages Peter I. Hofgesang |
3:05-3:30 |
Coffee Break |
Session 4: Web Mining Emerging Trends (3:30-5:00) | |
3:30-3:55 |
The Impact of Attack Profile Classification on the Robustness of Collaborative Recommendation Chad Williams, Runa Bhaumik, Robin Burke, and Bamshad Mobasher |
3:55-4:20 | Client-side Web Mining for Community Formation in Peer-to-Peer Environments Kun Liu, Kanishka Bhaduri, Kamalika Das, Phuong Nguyen and Hillol Kargupta |
4:20-4:45 |
Using Rank Propagation and Probabilistic Counting for Link-Based Spam Detection Luca Becchetti, Carlos Castillo, Debora Donato, Stefano Leonardi and Ricardo Baeza-Yates |
4:45-5:00 |
Mining Sentiment Classification from Political Web Logs Kathleen T. Durant and Michael D. Smith |
5:00-5:30 |
Joint Discussion and Closing |