AI Tools and Resources on the Web

• SWI Prolog and a Prolog Tutorial
• Microsoft Bayesian Network Prototype
• Machine Learning and Data Mining Tool: WEKA (described by the textbook "Data Mining" by Ian Witten and Frank Eibe) is a comprehensive machine-learning package, written in Java and comes with a detailed tutorial. http://www.cs.waikato.ac.nz/ml/weka/index.html
• For machine learning tools, this url would be helpful. http://www.aic.nrl.navy.mil/~aha/research/machine-learning.html#software
• For a semantic network for natural language processing, try this WordNet From Princeton

 

 

Robotic Links: 

• IBM Java Robot

• Robotics Web Site from Lego

• Robocup Soccer Resources

• Sony Aibo Robotic Dog

 

Machine Learning Data Sets

• UCI Machine Learning Repository
• Data Mining Gateway
• Web Traces
• UCI KDD (Data Mining) Data Set
•  EachMovie Movie Voting Data from Digital/Compaq Research Lab
1. EachMovie Project Web Site
2. A subset of the data for class use, extracted by Henry
1. Henry Zhang’s Description of the subset, and
2. The subset itself, where the data have been neatly converted to MS Excel formats
3. A research paper from Microsoft Research on using the data for evaluation