Summarization: meaning, definitions and examples

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summarization

 

[ sษ™หŒmษ›rษชหˆzeษชสƒษ™n ]

Noun
Context #1 | Noun

data processing

Summarization is the process of reducing a text to its key information. It involves identifying the main ideas and important details, condensing them into a shorter form while preserving the essence of the original content.

Synonyms

abridgment, summarizing, synopsis.

Which Synonym Should You Choose?

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Word Description / Examples
summarization

Used when you need to briefly explain the main points of something, like a text, speech, or event.

  • The summarization of the meeting helped everyone understand the key decisions
summarizing

An ongoing action of condensing a larger body of information into a shorter form.

  • Summarizing the article took him about ten minutes
abridgment

Often used for versions of books or documents that have been shortened while keeping the essential elements intact.

  • The teacher recommended the abridgment of 'Moby Dick' for younger readers
synopsis

Typically used to provide a brief overview of a book, movie, or piece of work, focusing on plot or main themes.

  • She read the synopsis on the back cover before deciding to buy the book

Examples of usage

  • Automatic summarization tools can help extract important information from large documents.
  • Summarization can be useful for quickly understanding the main points of a long article or report.
Context #2 | Noun

education

Summarization refers to the act of summarizing or providing a brief overview of a topic or text. It helps students grasp the main points and key details of a subject or lesson.

Synonyms

abstract, digest, summary.

Which Synonym Should You Choose?

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Word Description / Examples
summarization

Used in academic or formal contexts when discussing the process of reducing text to its main points.

  • The summarization of the research paper helped the students understand the core concepts quickly.
  • Summarization tools can help in creating concise descriptions of lengthy documents.
summary

Used in general contexts to describe a brief statement of the main points of a text or speech.

  • At the end of the meeting, he gave a summary of the key decisions made.
  • The teacher asked the students to write a summary of the chapter in their own words.
digest

Used in informal or familiar contexts to refer to a condensed version of information, often in publications or media.

  • The monthly digest of news gave a quick look at the major events around the world.
  • Readers appreciate the news digest because it saves time while keeping them informed.
abstract

Commonly used in academic or scholarly contexts to refer to a brief summary of a research article, thesis, review, or other document.

  • The abstract of the study provided a clear overview of the research objectives and findings.
  • Before reading the full article, I always check the abstract to see if it is relevant to my research.

Examples of usage

  • The teacher asked the students to write a summarization of the chapter they had just read.
  • Effective summarization skills are essential for academic success.
Context #3 | Noun

machine learning

In the context of machine learning, summarization is the task of generating a concise and coherent summary of a text document. It can be done through extractive methods (selecting and combining important sentences) or abstractive methods (generating new sentences).

Synonyms

summarization algorithm, summarizing, text summarization.

Which Synonym Should You Choose?

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Word Description / Examples
summarization

General term for the process of creating a summary.

  • Summarization can help in understanding large documents quickly.
  • Automated summarization tools are becoming more common in the digital age.
summarizing

Refers to the act of creating a summary; can be used in everyday language or academic settings.

  • Summarizing a paragraph helps in better retention of the key points.
  • The teacher asked the students to practice summarizing chapters from their textbooks.
summarization algorithm

Specific term used in computer science and machine learning to refer to the techniques and methods used to create summaries automatically.

  • The summarization algorithm significantly reduces the time needed to process large volumes of text.
  • Choosing the right summarization algorithm is crucial for accurate results in text processing.
text summarization

Specifically refers to the process involving the condensation of textual content, can be used in technical discussions or literature on natural language processing.

  • Text summarization helps in extracting the most important information from articles.
  • Advances in text summarization technology have made it easier to manage and analyze data.

Examples of usage

  • Text summarization models like BERT and GPT-3 have shown impressive results in generating summaries.
  • Summarization is a key component of natural language processing tasks.

Translations

Translations of the word "summarization" in other languages:

๐Ÿ‡ต๐Ÿ‡น resumo

๐Ÿ‡ฎ๐Ÿ‡ณ เคธเคพเคฐเคพเค‚เคถ

๐Ÿ‡ฉ๐Ÿ‡ช Zusammenfassung

๐Ÿ‡ฎ๐Ÿ‡ฉ ringkasan

๐Ÿ‡บ๐Ÿ‡ฆ ั€ะตะทัŽะผะต

๐Ÿ‡ต๐Ÿ‡ฑ streszczenie

๐Ÿ‡ฏ๐Ÿ‡ต ่ฆ็ด„ (ใ‚ˆใ†ใ‚„ใ)

๐Ÿ‡ซ๐Ÿ‡ท rรฉsumรฉ

๐Ÿ‡ช๐Ÿ‡ธ resumen

๐Ÿ‡น๐Ÿ‡ท รถzet

๐Ÿ‡ฐ๐Ÿ‡ท ์š”์•ฝ (์š”์•ฝ)

๐Ÿ‡ธ๐Ÿ‡ฆ ู…ู„ุฎุต

๐Ÿ‡จ๐Ÿ‡ฟ shrnutรญ

๐Ÿ‡ธ๐Ÿ‡ฐ zhrnutie

๐Ÿ‡จ๐Ÿ‡ณ ๆ€ป็ป“ (zว’ngjiรฉ)

๐Ÿ‡ธ๐Ÿ‡ฎ povzetek

๐Ÿ‡ฎ๐Ÿ‡ธ samantekt

๐Ÿ‡ฐ๐Ÿ‡ฟ า›ะพั€ั‹ั‚ั‹ะฝะดั‹

๐Ÿ‡ฌ๐Ÿ‡ช แƒ แƒ”แƒ–แƒ˜แƒฃแƒ›แƒ”

๐Ÿ‡ฆ๐Ÿ‡ฟ xรผlasษ™

๐Ÿ‡ฒ๐Ÿ‡ฝ resumen

Etymology

The term 'summarization' originated from the verb 'summarize', which dates back to the late 18th century. The suffix '-ation' is added to the verb 'summarize' to form the noun 'summarization', indicating the process or result of summarizing. Over time, with the increasing volume of information and the need for efficient information retrieval, the concept of summarization has gained significance in various fields such as data processing, education, and machine learning.

See also: summarizing.

Word Frequency Rank

At rank #28,584, this word represents specialized academic or technical vocabulary. It's less frequently encountered but may be valuable in specific contexts.