________ refers loosely to the process of semi-automatically analyzing large…

2017

________ refers loosely to the process of semi-automatically analyzing large databases to find useful patterns.

  1. A.

    Datamining

  2. B.

    Data warehousing

  3. C.

    DBMS

  4. D.

    Data mirroring

Attempted by 57 students.

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Correct answer: A

Answer: Data mining (sometimes written as datamining or data mining) refers to the semi-automatic process of analyzing large databases to find useful patterns, relationships, and actionable knowledge.

Common techniques used in data mining include:

  • Classification (assigning items to predefined categories).

  • Clustering (grouping similar records together).

  • Association-rule mining (finding frequent item relationships).

  • Anomaly detection (identifying unusual or rare records).

Why the other choices are incorrect:

  • Data warehousing stores and integrates data from multiple sources to support reporting and analysis; it provides the environment where data mining can be performed but is not itself the pattern-discovery process.

  • A DBMS is software for creating, managing, and querying databases; it handles data operations but does not specifically denote semi-automatic discovery of patterns.

  • Data mirroring is replication of data for redundancy or high availability and is unrelated to discovering patterns in data.

Therefore, the term that best matches the described process of semi-automatically analyzing large databases to find useful patterns is data mining.

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