Mining and Warehouse MCQS
Multiple Choice Question
.1. __________ is a subject-oriented, integrated, time-variant, nonvolatile collection of data in support of management decisions.
A. Data Mining.
B. Data Warehousing.
C. Web Mining
.D. Text Mining.
ANSWER:
2. The data Warehouse is__________.
A. read only
.B. write only.
C. read write only.
D. none.
ANSWER:
3. Expansion for DSS in DW is__________.
A. Decision Support system
.B. Decision Single System.
C. Data Storable System.
D. Data Support System.
ANSWER:
4. The important aspect of the data warehouse environment is that data found within the datawarehouse is___________
.A. subject-oriented.
B. time-variant.
C. integrated.
D. All of the above.
ANSWER:
5. The time horizon in Data warehouse is usually __________.
A. 1-2 years.
B. 3-4years.
C. 5-6 years.
D. 5-10 years.
ANSWER:
6. The data is stored, retrieved & updated in ____________.
A. OLAP.
B. OLTP.
C. SMTP.
D. FTP.
ANSWER:
7. __________describes the data contained in the data warehouse.
A. Relational data.
B. Operational data.
C. Metadata.
D. Informational data
.ANSWER:
8. ____________predicts future trends & behaviors, allowing business managers to make proactive, knowledge-driven decisions.
A. Data warehouse.
B. Data mining
.C. Datamarts.
D. Metadata.
ANSWER:
9. __________ is the heart of the warehouse.
A. Data mining database servers.
B. Data warehouse database servers.
C. Data mart database servers.
D. Relational data base servers.
ANSWER:
10. ________________ is the specialized data warehouse database.
A. Oracle.
B. DBZ.
C. Informix.
D. Redbrick.
ANSWER:
11. ________________defines the structure of the data held in operational databases and used by operational applications.
A. User-level metadata.
B. Data warehouse metadata.
C. Operational metadata.
D. Data mining metadata.
ANSWER:
12. ________________ is held in the catalog of the warehouse database system.
A. Application level metadata.
B. Algorithmic level metadata.
C. Departmental level metadata.
D. Core warehouse metadata.
ANSWER:
13. _________maps the core warehouse metadata to business concepts, familiar and useful to endusers.
A. Application level metadata.
B. User level metadata.
C. Enduser level metadata.
D. Core level metadata.
ANSWER:
14. ______consists of formal definitions, such as a COBOL layout or a database schema.
A. Classical metadata.
B. Transformation metadata.
C. Historical metadata.
D. Structural metadata.
ANSWER:
15. _____________consists of information in the enterprise that is not in classical form.
A. Mushy metadata.
B. Differential metadata.
C. Data warehouse.
D. Data mining.
ANSWER: A
16. . ______________databases are owned by particular departments or business groups.
A. Informational.
B. Operational.
C. Both informational and operational.
D. Flat.
ANSWER:
17. The star schema is composed of __________ fact table.
A. one.
B. two.
C. three.
D. four.
ANSWER:
18. The time horizon in operational environment is ___________.
A. 30-60 days.
B. 60-90 days.
C. 90-120 days.
D. 120-150 days.
ANSWER:
19. The key used in operational environment may not have an element of__________.
A. time.
B. cost.
C. frequency
.D. quality.
ANSWER:
20. Data can be updated in _____environment.
A. data warehouse.
B. data mining.
C. operational
.D. informational.
ANSWER:
21. Record cannot be updated in _____________.
A. OLTP
B. files
C. RDBMS
D. data warehouse
ANSWER:
22. The source of all data warehouse data is the____________.
A. operational environment.
B. informal environment.
C. formal environment.
D. technology environment.
ANSWER:
23. Data warehouse contains_____________data that is never found in the operational environment.
A. normalized.
B. informational.
C. summary.
D. denormalized.
ANSWER:
24. The modern CASE tools belong to _______ category.
A. a. analysis.
B. b.Development
C. c.Coding
D. d.Delivery
ANSWER:
25. Bill Inmon has estimated___________of the time required to build a data warehouse, is consumed in the conversion process.
A. 10 percent.
B. 20 percent.
C. 40 percent
D. 80 percent.
ANSWER: D
26. Detail data in single fact table is otherwise known as__________.
A. monoatomic data.
B. diatomic data.
C. atomic data.
D. multiatomic data.
ANSWER:
27. _______test is used in an online transactional processing environment.
A. MEGA.
B. MICRO.
C. MACRO.
D. ACID
.ANSWER: D
28. ___________ is a good alternative to the star schema.
A. Star schema.
B. Snowflake schema.
C. Fact constellation.
D. Star-snowflake schema.
ANSWER:
29. The biggest drawback of the level indicator in the classic star-schema is that it limits_________.
A. quantify.
B. qualify.
C. flexibility
.D. ability.
ANSWER: C
30. A data warehouse is _____________.
A. updated by end users
.B. contains numerous naming conventions and formats
C. organized around important subject areas
.D. contains only current data
.ANSWER:
31. An operational system is _____________.
A. used to run the business in real time and is based on historical data
.B. used to run the business in real time and is based on current data.
C. used to support decision making and is based on current data.
D. used to support decision making and is based on historical data.
ANSWER: B
32. The generic two-level data warehouse architecture includes __________.
A. at least one data mart.
B. data that can extracted from numerous internal and external sources.
C. near real-time updates.
D. far real-time updates.
ANSWER: C
33. The active data warehouse architecture includes __________
A. at least one data mart.
B. data that can extracted from numerous internal and external sources.
C. near real-time updates.
D. all of the above.
ANSWER:
34. Reconciled data is ___________.
A. data stored in the various operational systems throughout the organization
.B. current data intended to be the single source for all decision support systems.
C. data stored in one operational system in the organization.
D. data that has been selected and formatted for end-user support applications.
ANSWER:
35. Transient data is _____________.
A. data in which changes to existing records cause the previous version of the records to beeliminated.
B. data in which changes to existing records do not cause the previous version of the records to beeliminated.
C. data that are never altered or deleted once they have been added.
D. data that are never deleted once they have been added.
ANSWER:
36. The extract process is ______
.A. capturing all of the data contained in various operational systems.
B. capturing a subset of the data contained in various operational systems
.C. capturing all of the data contained in various decision support systems.
D. capturing a subset of the data contained in various decision support systems.
ANSWER: B
37. Data scrubbing is _____________.
A. a process to reject data from the data warehouse and to create the necessary indexes.
B. a process to load the data in the data warehouse and to create the necessary indexes.
C. a process to upgrade the quality of data after it is moved into a data warehouse.
D. a process to upgrade the quality of data before it is moved into a data warehouse
ANSWER: D
38. The load and index is ______________.
A. a process to reject data from the data warehouse and to create the necessary indexes.
B. a process to load the data in the data warehouse and to create the necessary indexes.
C. a process to upgrade the quality of data after it is moved into a data warehouse.
D. a process to upgrade the quality of data before it is moved into a data warehouse
.ANSWER: B
39. Data transformation includes __________.
A. a process to change data from a detailed level to a summary level
.B. a process to change data from a summary level to a detailed level.
C. joining data from one source into various sources of data.
D. separating data from one source into various sources of data.
ANSWER: A
40. ____________ is called a multifield transformation.
A. Converting data from one field into multiple fields.
B. Converting data from fields into field.
C. Converting data from double fields into multiple fields.
D. Converting data from one field to one field.
ANSWER: A
41. The type of relationship in star schema is __________________.
A. many-to-many
.B. one-to-one.
C. one-to-many.
D. many-to-one.
ANSWER: C
42. Fact tables are ___________.
A. completely demoralized.
B. partially demoralized.
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