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An event is a database action that results from a transaction.

A) True
B) False

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A fact table holds descriptive data about the business.

A) True
B) False

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________ is/are a new technology which trade(s) off storage space savings for computing time.


A) Dimensional modeling
B) Column databases
C) Fact tables
D) Snowflake schemas

E) A) and D)
F) None of the above

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Independent data marts do not generally lead to redundant data and efforts.

A) True
B) False

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When multiple systems in an organization are synchronized,the need for data warehousing increases.

A) True
B) False

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Which of the following organizational trends does not encourage the need for data warehousing?


A) Multiple, nonsynchronized systems
B) Focus on customer relationship management
C) Downsizing
D) Focus on supplier relationship management

E) A) and D)
F) B) and C)

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Discuss the four key terms related to data warehousing.

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A data warehouse is subject-oriented,mea...

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The development of the relational data model did not contribute to the emergence of data warehousing.

A) True
B) False

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What is the role of metadata in the three-layer data architecture?

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Metadata describe other data.There are t...

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An expanded version of a star schema in which all of the tables are fully normalized is called a(n) :


A) snowflake schema.
B) operational schema.
C) DSS schema.
D) complete schema.

E) C) and D)
F) None of the above

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The real-time data warehouse accepts ________ feeds of transactional data and immediately transforms and loads the data into the data warehouse.

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Operational and informational systems are generally separated because of which of the following factors?


A) A data warehouse centralizes data that are scattered throughout disparate operational systems and makes them readily available for decision support applications.
B) A properly designed data warehouse adds value to data by improving their quality and consistency.
C) A separate data warehouse eliminates contention for resources that results when informational applications are confounded with operational processing.
D) All of the above

E) A) and C)
F) B) and C)

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Organizations adopt data mart architectures because it is easier to have separate,small data warehouses than to get all organizational parties to agree to one view of the organization in a central data warehouse.

A) True
B) False

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Why are data mining applications growing rapidly?

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Data mining applications are g...

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A logical data mart is a(n) :


A) data mart consisting of only logical data.
B) data mart created by a relational view of a slightly denormalized data warehouse.
C) integrated, subject-oriented, detailed database designed to serve operational users.
D) centralized, integrated data warehouse.

E) B) and C)
F) A) and D)

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A dependent data mart:


A) is filled with data extracted directly from the operational system.
B) is filled exclusively from the enterprise data warehouse with reconciled data.
C) is dependent upon an operational system.
D) participates in a relationship with an entity.

E) B) and C)
F) A) and D)

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OLAP tools that use the database as a traditional relational database are called:


A) ROLAP tools.
B) MOLAP tools.
C) slice and dice.
D) none of the above.

E) B) and D)
F) B) and C)

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The characteristic that indicates that a data warehouse is organized around key high-level entities of the enterprise is:


A) subject-oriented.
B) integrated.
C) time-variant.
D) nonvolatile.

E) A) and B)
F) A) and C)

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Multidimensional OLAP (MOLAP)tools use variations of SQL and view the database as a relational database,in either a star schema or other normalized or denormalized set of tables.

A) True
B) False

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Explain the four basic steps to build an independent data mart.

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1.Extraction - data are extracted from i...

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