Data Warehousing and Data Mining 2071

Question Paper Details
Tribhuwan University
Institute of Science and Technology
2071
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. What do you mean by representative object based clustering technique? Explain in detail with example.

10 marks
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2. Explain the various data mining task primitives in detail.

10 marks
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3. Explain the architecture of data mining system with schematic diagram.

10 marks
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                                                         Group-B

                                       Attempt any eight questions.                           (8x5=40)      

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4. What are the basic stages of KDD?

5 marks
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5. Differentiate between DBMS and Data Warehouse.

5 marks
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6. Explain the distributed and virtual data warehouse.

5 marks
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7. Explain the data cube with example.

5 marks
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8. What are the data warehouse back end tools? Explain.

5 marks
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9. Explain the data mining tasks performed on a text database.

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

5 marks
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11. Differentiate between OLTP and OLAP.

5 marks
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12. Explain the Apriori Algorithm.

5 marks
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13. Write short notes (Any Two)

     a) Stars

     b) HOLAP

     c) Data Specification

     d) Mining and world wide web (WWW)

5 marks
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