Data Mining Process and Applications Questions and Answers

Q: The future trends and behaviors (For business managers to make proactive knowledge-driven decisions) can be predicted by :

Future trends and behaviours are predicted by data mining.Data mining applies statistical and machine-learning techniques to large data sets to discover patterns, such as associations, classes, clusters and trends, and uses them to predict future behaviour, supporting proactive, knowledge-driven business decisions.A data warehouse stores integrated, historical data that mining works on, but it does not predict anything itself. Metadata is data about the data, and relational data is simply data in tables.

The future trends and behaviors (For business managers to make proactive knowledge-driven decisions) can be predicted by :

A.Meta data
B.Data warehouse
C.Data mining
D.Relational data

Exam Year(s)

MH SET - 2025, SET Exam - 2025,

Answer: C

Future trends and behaviours are predicted by data mining.

Data mining applies statistical and machine-learning techniques to large data sets to discover patterns, such as associations, classes, clusters and trends, and uses them to predict future behaviour, supporting proactive, knowledge-driven business decisions.

A data warehouse stores integrated, historical data that mining works on, but it does not predict anything itself. Metadata is data about the data, and relational data is simply data in tables.

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______ is process of extracting previously non known valid and actionable information from large data to make crucial business and strategic decisions.

A.Data Management
B.Data base
C.Data Mining
D.Meta Data

Exam Year(s)

UGC NET - 2012,

Answer: C

Extracting previously unknown, valid and actionable information from large data in order to make crucial business and strategic decisions is data mining. Data management is the general handling of data, a database is only the store in which data is held, and metadata is data about data, so none of these names the process of discovering new knowledge from the stored data. The keyed answer is Data Mining.

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