| 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
Jian Chen and Jian Yin |
| 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
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