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 (correct)
  • A database used for operational processes
  • A database that is integrated with the organization's operational database
  • A collection of unorganized and volatile data

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

  • It focuses only on real-time data
  • It integrates data from various operational databases
  • It excludes data that are not useful in the decision-support process (correct)
  • It includes all types of data, whether relevant to decision-making or not

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

  • To provide a platform for consolidated, historical data for analysis (correct)
  • To manage real-time data from operational databases
  • To support transactional processing
  • To store unorganized and volatile data

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

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

What is the primary focus of data warehouse?

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

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

<p>Multiple, heterogeneous data sources (D)</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 (A)</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 (D)</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 (D)</p> Signup and view all the answers

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