Sessions at Strata 2012 matching your filters

This tutorial will teach attendees about the key aspects of scalable web mining, via six modules:

1. Introduction

• Why web data is valuable
• Key challenges to web crawling
• Realistic definitions for success

2. Focused Web Crawling

• Reducing time & cost by focusing the crawl
• Approaches to classifying and scoring pages
• Solutions for scalable web crawling

3. Structured Data Extraction

• Data mining essentials
• Structured text extraction
• Automated vs. manual extraction

4. Analyzing the Data

• Making it searchable
• Finding "interesting" text
• Machine learning with Mahout

5. Barriers to Success

• Polite crawling versus deep crawling
• Spam, splog, honeypots and nasty webmasters
• Ajax, robots.txt and Facebook

6. Examples and Summary

• Hotel reviews
• Music pages
• SEO analysis