Applied Math & Computer Science Lab Data Analysis, Optimization & Mathematical Modeling, Artificial Intelligence, Neural Net For Everyday Life Applications
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Web Mining with Perl
1. Web and AI/math related sciences
   • Information retrieval, information extraction
   • Findings the links, crawling the web
   • Website usage analaysis, web user navigation analysis, website traffic analysis
   • Website user modeling
   • Text mining on the web
   • Trend detection
2. Web traffic analysis
   • Web log data analysis (Path Analysis)
   • Web log data preparation for data mining
   • Traffic visualization
   • Fitering web traffic : detecting new robots
3. Web site user modeling with perl
   • Vector space model for user similarity measure
4. Web site modeling
   • Using computer simulation for improving conversion rate. Estimating conversion rates for different strategies.
   • Estimating results of web business changes using Markov chains
5. Web data mining
   • Perl source code for Informarion Extraction with Hidden Markov Models
6. Tracking solutions
   • Tracking clicks on exit links: opening/closing windows
   • Saving visitor information with environment variables
   • Web report: Connecting input and output using perl script
7. Tools for clickstream data analysis
   • Clickstream Miner is a tool for converting weblog to clickstream data format, analyzing website usage data and mining user navigation patterns.