Data Warehousing and Data Mining 2071 (II)

Tribhuwan University
Institute of Science and Technology
2071 (II)
Bachelor Level / Eighth Semester / Science
Computer Science and Information Technology ( CSC-451 )
( Data Warehousing and Data Mining )
Full Marks: 60
Pass Marks: 24
Time: 3 hours
Candidates are required to give their answers in their own words as far as practicable.
The figures in the margin indicate full marks.

                                              Group-A

                             Attempt any two quesyions.                      (10x2=20)

1. What are the key steps in knowledge discovery in databases? Explain.

10 marks view

2. Explain the functionalities and classification of data mining system with example.

10 marks view

3. Explain about the architecture and implementation of data warehouse with example.

10 marks view

                                                  Group-B

                                  Attempt any eight questions.                                   (8x5=40)  

4. What are the stages of knowledge discovery in database (KDD)?

5 marks view

5. List down the functionality of meta data.

5 marks view

6. Differentiate between OLAP and OLTP.

5 marks view

7. Explain the multidimensional data model.

5 marks view

8. List down the data mining tools.

5 marks view

9. Write down the two measures of association rule.

5 marks view

10. What is the objective of K-means algorithm?

5 marks view

11. Explain the application of spatial databases.

5 marks view

12. Explain the methods of mining multimedia database.

5 marks view

13. Write short notes (Any Two)

     a) MOLAP

     b) Data cubes

     c) Snowflakes

     d) Regression

5 marks view