• MIS 510 Syllabus
• Hsinchun Chen, (2001), Knowledge Management Systems: A Text Mining Perspective
• Hsinchun Chen, (2002), Trailblazing a Path Towards Knowledge and Transformation
• Web Mining Project Resources

Other Course-related Materials

• Web 2.0: Introduction (Dr. Hsinchun Chen)
• Tim O'Reilly, (2005), What Is Web 2.0? Design Patterns and Business Models for the Next Generation of Software.
• Web 2.0 (Wikipedia)
• Web 2.0 ... The Machine is Us/ing Us (YouTube).
• The Great Giveaway (25M)
• Using Open Web APIs in Teaching Web Mining
• H. Chen and M. Chau, (2004), Web Mining: Machine Learning for Web Applications
• S. Brin and L. Page, (1998), The Anatomy of a Large-Scale Hypertextual Web Search Engine
• A Smart Itsy Bitsy Spider for the Web
• Winston, (1984), AI, Chapter 4
• Assignment 1: GA (Spring, 2008)
• GA Handout(27M)
• ID3 Handout
• Backpropagation Neural Network Handout
• Self-organizing Maps Handout
• Prim's and Kruskal's Minium Spanning Tree Algorithms
• Credit Rating Analysis with Support Vector Machines and Neural Network: A Market Comparative Study
• An Automatic Classification Approach to Business Stakeholder Analysis on the Web
• Major Web Intelligence Tools
• Web Marketing Research (Dr. Hsinchun Chen)

Guest Lectures

• Programming with Amazon, Google, and eBay (Chun-Ju Tseng)
• Web Programming and Web Services (Chun-Ju Tseng)
• Software Agents, Multi-Agent Systems, and Data Mining(Dr. Daniel Zeng)
• Pattern Recognition using Support Vector Machine and Principal Component Analysis (Ahmed Abbasi)
• TimelyBid (Sean Humpherys)
• iDog (Chris Chang)
• Smart Gift Card (Gavin Zhang)

Slides

0. UA MIS Program Overview (846K)
1. Inside Internet Search Engines: Fundamentals (398K)
2. Inside Internet Search Engines:  Spidering and Indexing (41K)
3. Inside Internet Search Engines: Search (553K)
4. Inside Internet Search Engines: Products (75K)
5. Inside Internet Search Engines: Business (37K)
6. Page Rank and Google
7. From Search Engines to Web Mining
8. Web Mining: Machine Learning for Web Applications
9. A Graph-based Recommender System
10. Analytical and Visual Data Mining (5.29M)
11. DATA MINING: Part I (1.96M)
12. DATA MINING: Part II (3.83M)
13. DATA MINING: Part III (3.35M)
14. Top 10 algorithms in data mining (PDF)
15. Information Visualization for Digital Library (2.26M)
16. Knowledge Management Systems: Development and Applications Part I: Overview and Related Fields (1.91M)
17. Knowledge Management Systems: Development and ApplicationsPart II: Techniques and Examples (2.46M)
18. Knowledge Management Systems: Development and Applications Part III: Case Studies and Future (13.91M)
19. Internet Searching and Browsing in a Multilingual World (2.23M)
20. An Automatic Text Mining Framework for Knowledge Discovery on the Web (3.43M)
21. Achieving Information Resources Empowerment: A Digital Library and Knowledge Management Perspective (10.9M)
22. Digital Library Development in the Asia Pacific (16.9M)
23. Information Visualization
24. From Search Engines to Wed Mining