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data mining

data mining

8 4.0
A method that finds useful patterns in large sets of data with computers
  • noun
  • /ˈdeɪtə ˈmaɪnɪŋ/
  • Specialized
translation icon : minería de datos
  • All the data mining algorithms needed to be scalable since more data is continuously added.
  • data mining techniques
  • data mining tools
  • data mining algorithms

Examples

  • Here, we present the application of Self-Organizing Maps (SOM), a powerful data mining technique for prioritization of control operations.

    Academic text (2007)
  • They've created some of those methods themselves, while some are based on pattern recognition, data mining, or computational vision methods.

    Academic text (2005)
  • To address this question, we take a classic data mining approach.

    Academic text (2012)
  • Nine Star United uses data mining software to identify these people and then target their assets.

  • None of that would be possible without data mining technology, according to researchers.

    Academic text (2006)
  • The method for an increasing number of scientists and engineers is data mining.

    Academic text (2006)
  • The sums involved are huge, and data mining, in the hunt for outliers, will increase.

    Blog text (15)
  • Likewise, efficient data mining and linking to environmental metadata are important issues.

    Academic text (2008)
  • Mr. Milliron bristles when asked about data mining, a term widely used in the analytics field.

    Academic text (2016)
  • To prevent fraud, credit card issuers use data mining to look for patterns of suspicious activity.

Synonyms

analytics
vsdata mining
59 4.1

A way of studying data to find patterns and useful information

focuses more on very large datasets and advanced search techniques
statistical analysis
vsdata mining
  • Specialized
14 4.4

To look at numbers to find patterns and understand what they mean

uses advanced search methods and statistical algorithms on very large datasets

How Advanced

machine learning
  • Specialized
4 4.7
data mining
  • Specialized
8 4.0
factor analysis
  • Specialized
1 6.1
trend extrapolation
  • Specialized
7.2

Surface Forms

data mining singular
data minings plural

Morphology

data + mining

The meaning is a metaphorical extension of 'mining' (extracting valuable material) applied to 'data', so a learner who knows 'data' and the general sense of 'to mine' can plausibly infer 'extracting patterns or useful information from datasets'. Because the relation is figurative rather than strictly compositional—and the provided 'mining' definition is narrowly crypto-focused, which could confuse some learners—the expression is not fully literal or guaranteed to be predictable for all B1 learners.

Etymology

The term data mining comes from the image of miners digging for gold. People 'mine' through data to find hidden 'treasure', so the phrase means 'searching large sets of data to find useful patterns'.