information summarization
[/ˌɪnfərˈmeɪʃən ˌsʌməraɪˈzeɪʃən/]
nounfemininepl: information summarizations / resumos de informação
sumarização de informação
1. The process of extracting the most relevant and important content from a larger body of text or data to create a condensed version that retains key information
Information summarization techniques are essential in natural language processing to help users quickly understand large documents.
As técnicas de sumarização de informação são essenciais no processamento de linguagem natural para ajudar usuários a compreender rapidamente documentos grandes.
2. An automated or manual method of reducing lengthy content while preserving its core meaning and essential details
The news agency uses information summarization to create brief summaries of lengthy articles for mobile readers.
A agência de notícias usa sumarização de informação para criar resumos breves de artigos longos para leitores de dispositivos móveis.
3. In data science and AI, the computational process of condensing information while maintaining semantic relevance
Machine learning models are trained for information summarization to improve research efficiency.
Modelos de aprendizado de máquina são treinados para sumarização de informação para melhorar a eficiência da pesquisa.
In Brazil and Portugal, 'sumarização de informação' is predominantly used in academic, technological, and corporate environments, particularly in the fields of artificial intelligence and data science. In the USA, the term is widely used in tech startups and AI research communities. The practice has become increasingly important as information overload is a global concern, making summarization tools valuable across both American and Brazilian digital cultures.
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