Data Warehouse and Mining Lecture Overview

Data Warehouse and Mining Lecture Overview

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Questions and Answers

Which of the following best defines a data warehouse?

A database that supports decision-making by providing consolidated historical data

What does it mean for a data warehouse to be subject-oriented?

It excludes data that are not useful in the decision-support process

What is the main purpose of a data warehouse in relation to information processing?

To provide a platform for consolidated, historical data for analysis

In the context of data warehousing, what does 'time-variant' refer to?

<p>The ability to change data over time</p> Signup and view all the answers

What is the key feature that distinguishes a data warehouse from an operational database?

<p>Separation from the organization's operational database</p> Signup and view all the answers

What is the primary focus of data warehouse?

<p>Data modeling and analysis for decision-makers</p> Signup and view all the answers

Which type of data sources can be integrated into a data warehouse?

<p>Multiple, heterogeneous data sources</p> Signup and view all the answers

What distinguishes data warehouse data from operational database data in terms of time horizon?

<p>Data warehouse data provides information from a historical perspective</p> Signup and view all the answers

What is a characteristic of the key structure in the data warehouse?

<p>Contains an element of time, explicitly or implicitly</p> Signup and view all the answers

How does traditional heterogeneous DB integration differ from data warehouses?

<p>Query-driven approach vs. update-driven, high performance</p> Signup and view all the answers

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