Summarization: meaning, definitions and examples

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summarization

[səˌmɛrɪˈzeɪʃən ]

Definitions

^{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?

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?

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?

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.

Interesting Facts

Etymology

The word comes from the Latin 'summarium', meaning a brief statement of the main points.
In English, the term has been used since the late 19th century to describe the act of condensing information.
Related words include 'summate', which means to bring things together.

Education

Effective summarization can enhance comprehension and retention in students, helping them remember key concepts.
Teaching summarization strategies is a common practice to improve reading skills in both children and adults.
Summarizing can involve various methods, including note-taking and creating bullet points.

Technology

In the digital age, automated summarization tools are designed using algorithms to condense articles and texts.
Machine learning advancements have improved how computers summarize, making tools increasingly effective at extracting essential ideas.
These technologies are widely used in news aggregators and text analysis applications to streamline information access.

Psychology

Summarization aids in cognitive processing by forcing individuals to distill information, leading to greater insight.
When people summarize information, they actively engage with the content, promoting deeper understanding.
Memory retention improves when people create their own summaries, as the act of writing helps solidify knowledge.

Literature

Summarization is a fundamental literary skill taught in schools, helping students grasp plot and character development.
Authors often provide summaries of their chapters in book proposals to give publishers a quick overview.
In literary criticism, summarization helps compare interpretations of themes across different texts.

Translations

Translations of the word "summarization" in other languages:

🇵🇹 resumo

🇮🇳 सारांश

🇩🇪 Zusammenfassung

🇮🇩 ringkasan

🇺🇦 резюме

🇵🇱 streszczenie

🇯🇵 要約 (ようやく)

🇫🇷 résumé

🇪🇸 resumen

🇹🇷 özet

🇰🇷 요약 (요약)

🇸🇦 ملخص

🇨🇿 shrnutí

🇸🇰 zhrnutie

🇨🇳 总结 (zǒngjié)

🇸🇮 povzetek

🇮🇸 samantekt

🇰🇿 қорытынды

🇬🇪 რეზიუმე

🇦🇿 xülasə

🇲🇽 resumen

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.

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28581 centrifuging
28582 exhaling
28583 bigot
28584 summarization
28585 universalist
28586 crock
28587 fractionally
...