generalization

Meanings

• Noun

  The process of broadening the application of a concept or category to include a greater number of things or situations.

  - "The teacher gave a generalization of the concept of right angles."
  - "The sales manager made a generalization about customer behavior based on the data."

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Antonyms

specialization

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Synonyms

universalization

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Variants

List of all variants of generalization that leads to same result
generalization , generalizations , generalisation , generalisations , generalise , generalised , generalises , generalising , generalize , generalized

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Etymology

origin and the way in which meanings have changed throughout history.

From the Latin word 'generalis', meaning 'applying to all' or 'belonging to all'.

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Trivia

Any details, considerations, events or pieces of information regarding the word

1. The term 'generalization' was first used in mathematics by the German mathematician Georg Cantor in the late 19th century.

2. Generalization is a key concept in artificial intelligence and machine learning, where algorithms are trained on specific instances of data and then generalized to new, unseen data.

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Related Concepts

informations on related concepts or terms closely associated with the word. Discuss semantic fields or domains that the word belongs to

1. Abstraction: Abstraction is the process of simplifying complex information by focusing on essential features and ignoring irrelevant details. Generalization is a higher level of abstraction where concepts are broadened to include more instances.

2. Induction: Induction is a logical reasoning process where general conclusions are drawn from specific observations. Generalization is the result of the induction process, where a concept or category is broadened to include more instances.

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Culture

Any cultural, historical, or symbolic significance of the word. Explore how the word has been used in literature, art, music, or other forms of expression.

Generalization is a fundamental cognitive process used in various fields such as science, mathematics, and philosophy. In science, it helps in forming theories and hypotheses. In mathematics, it is used in logic and set theory. In philosophy, it is used in metaphysics and epistemology.

How to Memorize "generalization"

1. visualize
   

   - Imagine a Venn diagram with two overlapping circles representing two concepts. The larger circle represents the broader category or generalization that includes both concepts.
   - Visualize a tree with branches that represent different specific instances of a concept, and the trunk representing the generalization or category that includes all those instances.

2. associate
   

   - Associate the word 'generalization' with the word 'inclusion'.
   - Think of the word 'generalization' as a net that catches all the instances of a concept.

3. mnemonics
   

   - Use the acronym GROUPS to remember the definition: Generalization is the process of identifying and grouping similar things or situations.
   - Use the phrase 'Many Apples Are Red' to remember that generalizations can be false or incomplete, but they are still useful in guiding our thinking.

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