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Data marts are usually larger than data warehouses.

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Reporting systems improve decision making by ________.


A) providing the right information to the right user at the right time
B) discovering patterns and relationships in data to predict future outcomes
C) fostering innovation and improving customer service
D) encoding, saving, and processing expert knowledge

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________ is information containing patterns,relationships,and trends.


A) Technical writing
B) Raw data
C) Business intelligence
D) Internal communication

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Explain the characteristics and advantages of data mining systems.

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Data mining systems process data using sophisticated statistical techniques,such as regression analysis and decision tree analysis.Data mining systems find patterns and relationships that cannot be found by simpler reporting operations,such as sorting,grouping,and averaging.Data mining systems improve decision making by using the discovered patterns and relationships to anticipate events or to predict future outcomes. Market-basket analysis is a data mining system,which computes correlations of items on past orders to determine items that are frequently purchased together.

One ________ is equal to 10¹⁸ bytes


A) megabyte
B) gigabyte
C) exabyte
D) terabyte

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Which term is used as a synonym for data mining?


A) OLAP
B) neural networks
C) market-basket analysis
D) knowledge discovery in databases

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Which of the following is a common unsupervised data-mining technique?


A) cluster analysis
B) regression analysis
C) neural networking
D) market-basket analysis

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With unsupervised data mining,analysts do not create a model or hypothesis before running the analysis.

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True

Data from social networking and user-generated content applications are likely be more accurate than purchased data.

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________ are comparable to distributors in a supply chain because they take data from the data manufacturers,clean and process the data,and locate the data on the disks of its computers.


A) Database servers
B) Data marts
C) Data warehouses
D) Data harvesters

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Market-basket analysis is a data mining system.

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How many bytes make up 1 gigabyte?


A) 10⁹
B) 10¹²
C) 10¹⁵
D) 10¹⁸

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A

A typical low-resolution photograph is equal to 1 terabyte.

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Explain the curse of dimensionality.

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The curse of dimensionality is associate...

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Reporting systems compute correlations of items on past orders in order to determine items that were frequently purchased together.

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Data granularity refers to the degree of detail of the data.

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Which of the following data-mining techniques is used to predict values and make classifications,such as "good prospect" or "poor prospect" customers?


A) cluster analysis
B) neural networks
C) market basket analysis
D) regression analysis

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If Patient_Temperature > 103,Then Initiate High_Fever-Procedure.This sort of a rule is most likely to be found in a(n) ________ system.


A) expert
B) knowledge management
C) operational
D) reporting

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Expert systems encapsulate the knowledge of human experts in the form of If/Then rules.

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Data that are critical for successful operations must be complete and accurate,however data that are only marginally necessary do not need to be.

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