Data Warehousing and Data Mining 2069

Question Paper Details
Tribhuwan University
Institute of Science and Technology
2069
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 questions.               (10x2=20)

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1. Explain the architecture of Data mining system with block diagram.

10 marks
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2. Define clustering. Explain with example of the partitioning and hierarchical clustering methods.

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

10 marks
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                                                               Group - B

                                      Attempt any eight Questions. (Question no. 13 is compulsory)       (8x5=40)

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4. What do you mean by knowledge discovery in database (KDD)?

5 marks
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5. Explain the application of data warehouse and data mining.

5 marks
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6. Differentiate between OLAP and OLTP.

5 marks
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7. Explain the data mining techniques.

5 marks
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8. Explain the Apriori Algorithm.

5 marks
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9. Explain the K-Mediod Algorithm.

5 marks
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10. Define the spatial database and its features.

5 marks
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11. What is data cube? Explain with example.

5 marks
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12. Explain the data mining languages.

5 marks
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13. Write short notes (Any Two)

     a) OLAP queries

     b) Snow flakes

     c) K-mean

     d) Mining text databases

5 marks
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