Exam 9: Business Intelligence Systems

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What is predictive-policing?

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Many police departments are facing severe budget constraints that force them to reduce on-duty police personnel and services:Given these budget cuts,police departments need to find better ways of utilizing their personnel:Predictive-policing uses business intelligence to analyze data on past crimes,including location,date,time,day of week,type of crime,and related data,to predict where crimes are likely to occur:Police personnel are then stationed in the best locations for preventing those crimes.

Explain the curse of dimensionality.

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The curse of dimensionality is associated with the problem of data having too many attributes:If internal customer data is combined with customer data that has been purchased,there will be more than hundred different attributes to consider:To be able to select among them is a problem:The curse of dimensionality states that the more attributes there are,the easier it is to build a model that fits the sample data,but that is worthless as a predictor.

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

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Data marts are usually larger than data warehouses.

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________ techniques emerged from the combined discipline of statistics,mathematics,artificial intelligence,and machine-learning.

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Problematic data are referred to as ________.

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________ is the process of sorting,grouping,summing,filtering,and formatting structured data.

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BigData has volume,velocity,and variation characteristics that far exceed those of traditional reporting and data mining.

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Differentiate between push publishing and pull publishing.

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Which of the following activities in the business intelligence process involves delivering business intelligence to the knowledge workers who need it?

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Business intelligence enables police departments to better utilize their personnel through predictive-policing.

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________ are reports produced when something out of predefined bounds occurs.

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Which of the following is a fundamental category of business intelligence (BI)analysis?

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The ________ of business intelligence servers maintains metadata about the authorized allocation of business intelligence results to users.

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The use of an organization's operational data as the source data for a BI system is not usually recommended because it ________.

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External data purchased from outside resources are not included in data warehouses.

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Cluster analysis measures the impact of a set of variables on another variable.

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In the case of ________,data miners develop models prior to conducting analyses and then apply statistical techniques to data to estimate parameters of the models.

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Structured data is data in the form of rows and columns.

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What is data granularity?

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