1. Sotarat Thammaboosadee, Ph.D. EGIT563- Data Mining Individual Project Specification 1

2. Data Mining Project 2 Individual Project. Submit only report at TISM office. The deadline is on 2 weeks after final examination. Late submission is not acceptable.

3. Topics 3 Problems Source of Data Data Mining Tasks Data Mining Process Business understanding Data understanding Data preprocessing Model building Deployment

4. Problems 4 What are the motivations to apply data mining with your data?

5. Source of Data 5 Any data sources But if you take more times for this stage, it may be a part of your thesis/thematic paper.

6. Data Mining Tasks 6 Classification What? Clustering Why? Association Why?

7. Business Understanding 7 Provide some paragraph to introduce your work.

8. Data Understanding 8 Type of each attributes Example data set Meaning?

9. Data preprocessing 9 More than one method State the reason why you choose them.

10. Model building 10 More than one algorithm Maybe several algorithm in one model, depend on your design

11. Model Evaluation 11 Compare between each preprocessing method and each algorithm Conclude the best model

12. Deployment 12 What do you obtain from the selected models? Knowledge Application Policy Etc…