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Which of the following is true of unsupervised data mining?


A) Analysts do not create a model or hypothesis before running the analysis.
B) Data miners apply statistical techniques to data to estimate parameters of the model.
C) Analysts use tools such as regression analysis.
D) Analysts fit data to suggested hypotheses.

E) All of the above
F) B) and D)

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In marketing transactions,the fact that customers who buy product X also buy product Y creates a ________ opportunity.That is,"If they're buying X,sell them Y," or "If they're buying Y,sell them X."


A) cross-selling
B) navigating
C) break-even
D) portfolio

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

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Which of the following observations concerning expert systems is false?


A) The If...then rules used in these systems are created by mining data.
B) They have been unable to live up to the high expectations set by their name.
C) They are difficult and expensive to develop.
D) They are difficult to maintain.

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

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Data mining is the application of statistical techniques to find patterns and relationships among data for classification and prediction.

A) True
B) False

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A file of order totals cannot be used for a market-basket analysis.This is a problem associated with the data being too fine.

A) True
B) False

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Real Simple Syndication (RSS)refers to the single universal standard for subscribing to content sources.

A) True
B) False

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Decision trees are easy to understand but very difficult to implement.

A) True
B) False

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A ________ takes data from the data manufacturers,cleans and processes the data,and stores the data.


A) data mart
B) data mine
C) data warehouse
D) data mint

E) None of the above
F) All of the above

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Lift shows how much the base probability increases or decreases when other products are purchased.

A) True
B) False

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In supervised data mining,a model is developed prior to to the analysis.

A) True
B) False

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What are some ways to share the content?

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Two key technologies for sharing content...

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OLAP stands for ________.


A) online analytical processing
B) object-based lead analysis procedure
C) object-oriented analytical protocol
D) organizational lead analysis process

E) B) and C)
F) All of the above

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________ involves searching for patterns and relationships among data.


A) Reporting
B) Data warehousing
C) Knowledge management
D) Data mining

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

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An alert sent to you is an example of ________ technology.


A) pull
B) push
C) static
D) OLAP

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

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A ________ is a data collection that addresses a particular component or functional area of the business.


A) data mart
B) data mint
C) key data
D) metadata

E) All of the above
F) A) and B)

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Which of the following is an example of a supervised data-mining technique?


A) cluster analysis
B) neural networks
C) regression analysis
D) a decision tree

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

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Which of the following is an example of a question that a reporting tool will help address?


A) What is the probability that a customer is likely to respond positively to a promotion?
B) How does the current situation compare to the past?
C) Will a given customer default on a loan?
D) What is the likelihood of an event happening?

E) None of the above
F) All of the above

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In a generic business intelligence system,a data source is processed by a BI tool to produce application results.

A) True
B) False

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Knowledge-management tools differ from reporting and data-mining tools because the source of their data is ________.


A) employee knowledge
B) government data
C) recorded facts and figures
D) customer focus groups

E) B) and C)
F) All of the above

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An OLAP report has measures and dimensions.Which of the following is an example of a dimension?


A) total sales
B) average sales
C) purchase date
D) average cost

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

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