Labeling Meaning: Definition, Examples, and Translations

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labeling

[หˆleษชblษชล‹ ]

Definitions

Context #1 | Noun

data analysis

The process of assigning labels or categories to data points based on certain criteria.

Synonyms

categorization, classification, tagging.

Examples of usage

  • Labeling the data points as 'spam' or 'not spam'.
  • The labeling of images as 'cat' or 'dog' for machine learning algorithms.
Context #2 | Noun

manufacturing

Attaching a label or sticker to a product for identification, information, or marketing purposes.

Synonyms

branding, marking, tagging.

Examples of usage

  • The labeling of food products with nutritional information.
  • The labeling of clothing items with size and care instructions.
Context #3 | Verb

data processing

The action of assigning labels or categories to data points.

Synonyms

categorizing, classifying, tagging.

Examples of usage

  • She is labeling the dataset for analysis.
  • The software automatically labels the incoming data streams.

Translations

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Interesting Facts

Psychology

  • Labeling can affect our perception; for instance, labeling someone as 'gifted' can boost their self-esteem and performance.
  • Cognitive dissonance theory suggests that labels can influence behaviorโ€”people often act in ways that align with the labels they are given.
  • In social psychology, the labeling theory discusses how being labeled as 'deviant' can lead individuals to embrace that label and act accordingly.

Education

  • Teachers use labeling to organize classroom materials, making it easier for students to find and use resources.
  • In special education, labeling refers to identifying students with specific needs, which can provide tailored support.
  • Clear labeling of assignments helps students understand expectations and improvement areas, enhancing their learning experience.

Cultural Impacts

  • In some cultures, labeling products with health benefits can influence people's buying choices and traditions.
  • Food labeling laws vary globally; in some countries, labels must clearly state allergens to protect consumers.
  • Labeling in fashion trends can create exclusivity, where branded items signify status and style, influencing consumer behavior.

Technology

  • In software development, labeling is crucial for version control, helping teams track changes and manage updates efficiently.
  • Image labeling in artificial intelligence training involves tagging components in visuals to improve machine learning algorithms.
  • Social media platforms often use labeling to categorize content, making it easier for users to find related posts or topics.

Origin of 'labeling'

Main points about word origin

  • The word 'label' originates from the Latin 'labella', which means 'little tongue', referring to the way tags often hang like tiny tongues.
  • Originally, labels were used in the 14th century for ingredients in apothecaries, helping customers know what they were buying.
  • The modern spelling 'labeling' emerged in the 16th century, as the use of printed tags grew in commerce.

The word 'labeling' originated from the Middle English word 'label', which was borrowed from Old French 'labell' meaning a small strip or ribbon. The use of labels for identification and categorization has been a common practice throughout history, evolving into a crucial aspect of data analysis and product marketing in modern times.


See also: labeler, mislabel, unlabeled.

Word Frequency Rank

Position #8,289 indicates this is an advanced-level word. While not essential for basic communication, it will enhance your ability to understand and create more nuanced content.