shingling

Meanings

• Noun

  The process of dividing a continuous text or speech into overlapping sections or substrings of fixed length, called shingles.

  - "In text mining, shingling is used to represent documents as a set of overlapping n-grams."
  - "Shingling is a technique used in speech recognition to model the context of spoken words."

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Variants

List of all variants of shingling that leads to same result
shingle , shingled , shingler , shinglers , shingles , shingling

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Etymology

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

Derived from the term 'shingle', which refers to a thin, flat piece of material used to cover a roof or other surface.

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Trivia

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

1. Shingling is a technique used in various fields, including text mining, speech recognition, and bioinformatics.

2. The length of the shingles, or n-grams, can vary depending on the specific application.

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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. N-gram: An contiguous sequence of n items from a given sample of text or speech.

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How to Memorize "shingling"

1. visualize
   

   - Imagine a text or speech being divided into overlapping sections of fixed length, like tiles on a roof.

2. associate
   

   - Associate the term 'shingling' with the process of dividing text or speech into overlapping sections.

3. mnemonics
   

   - Use the acronym 'Splitting Text Into Overlapping N-grams' to remember the meaning of 'shingling'.

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