Data Warehousing and Data Mining 2071 (II)

Question Paper Details
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)

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

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

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

10 marks
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                                                  Group-B

                                  Attempt any eight questions.                                   (8x5=40)  

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

5 marks
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5. List down the functionality of meta data.

5 marks
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6. Differentiate between OLAP and OLTP.

5 marks
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7. Explain the multidimensional data model.

5 marks
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8. List down the data mining tools.

5 marks
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9. Write down the two measures of association rule.

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

5 marks
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11. Explain the application of spatial databases.

5 marks
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12. Explain the methods of mining multimedia database.

5 marks
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13. Write short notes (Any Two)

     a) MOLAP

     b) Data cubes

     c) Snowflakes

     d) Regression

5 marks
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