Computational techniques for text summarization based on cognitive intelligence:
"The book is concerned with contemporary methodologies used for automatic text summarization. It proposes interesting approaches to solve well-known problems on text-summarization using computational intelligence (CI) techniques including cognitive approaches. A better understanding of the cogn...
Gespeichert in:
| Beteiligte Personen: | , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | Englisch |
| Veröffentlicht: |
Boca Raton, FL
CRC Press
2023
|
| Ausgabe: | First edition. |
| Schlagwörter: | |
| Links: | https://learning.oreilly.com/library/view/-/9781000850024/?ar |
| Zusammenfassung: | "The book is concerned with contemporary methodologies used for automatic text summarization. It proposes interesting approaches to solve well-known problems on text-summarization using computational intelligence (CI) techniques including cognitive approaches. A better understanding of the cognitive basis of the summarization task is still an open research issue, an extent of its use in text summarization is highlighted for further exploration. With the ever-growing text and people on research has little time to spare for extensive reading, where, summarized information helps for a better understanding of the context at a shorter time. This book helps students and researchers to automatically summarize the text documents in an efficient and effective way. The computational approaches and the research techniques presented guides to achieve text summarization at ease. The summarized text generated supports readers to learn the context or the domain at a quicker pace. The book is presented with reasonable amount of illustrations and examples convenient for the readers to understand and implement for their use. The book is not to make readers understand what text summarization is, but for people to perform text summarization using various approaches. This also describes measures that can help to evaluate, determine and explore the best possibilities for text summarization to analyse and use for any specific purpose. The illustration is based on social media and healthcare domain, which shows the possibilities to work with any domain for summarization. The new approach for text summarization based on cognitive intelligence is presented for further exploration in the field"-- |
| Beschreibung: | Includes bibliographical references and index. - Description based on online resource; title from digital title page (viewed on April 04, 2023) |
| Umfang: | 1 Online-Ressource (xi, 216 Seiten) illustrations |
| ISBN: | 9781003371199 1003371191 9781000849912 1000849910 9781000850024 1000850021 |
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| 520 | |a "The book is concerned with contemporary methodologies used for automatic text summarization. It proposes interesting approaches to solve well-known problems on text-summarization using computational intelligence (CI) techniques including cognitive approaches. A better understanding of the cognitive basis of the summarization task is still an open research issue, an extent of its use in text summarization is highlighted for further exploration. With the ever-growing text and people on research has little time to spare for extensive reading, where, summarized information helps for a better understanding of the context at a shorter time. This book helps students and researchers to automatically summarize the text documents in an efficient and effective way. The computational approaches and the research techniques presented guides to achieve text summarization at ease. The summarized text generated supports readers to learn the context or the domain at a quicker pace. The book is presented with reasonable amount of illustrations and examples convenient for the readers to understand and implement for their use. The book is not to make readers understand what text summarization is, but for people to perform text summarization using various approaches. This also describes measures that can help to evaluate, determine and explore the best possibilities for text summarization to analyse and use for any specific purpose. The illustration is based on social media and healthcare domain, which shows the possibilities to work with any domain for summarization. The new approach for text summarization based on cognitive intelligence is presented for further exploration in the field"-- | ||
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| language | English |
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| physical | 1 Online-Ressource (xi, 216 Seiten) illustrations |
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| publishDate | 2023 |
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| publisher | CRC Press |
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| spelling | Priya, V. VerfasserIn aut Computational techniques for text summarization based on cognitive intelligence V. Priya and K. Umamaheswari First edition. Boca Raton, FL CRC Press 2023 ©2023 1 Online-Ressource (xi, 216 Seiten) illustrations Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Includes bibliographical references and index. - Description based on online resource; title from digital title page (viewed on April 04, 2023) "The book is concerned with contemporary methodologies used for automatic text summarization. It proposes interesting approaches to solve well-known problems on text-summarization using computational intelligence (CI) techniques including cognitive approaches. A better understanding of the cognitive basis of the summarization task is still an open research issue, an extent of its use in text summarization is highlighted for further exploration. With the ever-growing text and people on research has little time to spare for extensive reading, where, summarized information helps for a better understanding of the context at a shorter time. This book helps students and researchers to automatically summarize the text documents in an efficient and effective way. The computational approaches and the research techniques presented guides to achieve text summarization at ease. The summarized text generated supports readers to learn the context or the domain at a quicker pace. The book is presented with reasonable amount of illustrations and examples convenient for the readers to understand and implement for their use. The book is not to make readers understand what text summarization is, but for people to perform text summarization using various approaches. This also describes measures that can help to evaluate, determine and explore the best possibilities for text summarization to analyse and use for any specific purpose. The illustration is based on social media and healthcare domain, which shows the possibilities to work with any domain for summarization. The new approach for text summarization based on cognitive intelligence is presented for further exploration in the field"-- Automatic abstracting Text processing (Computer science) Computational intelligence Résumés automatiques Traitement de texte Intelligence informatique COMPUTERS / Computer Engineering COMPUTERS / Artificial Intelligence TECHNOLOGY / Electronics / General Umamaheswari, K. VerfasserIn aut 9781032392820 Erscheint auch als Druck-Ausgabe 9781032392820 |
| spellingShingle | Priya, V. Umamaheswari, K. Computational techniques for text summarization based on cognitive intelligence Automatic abstracting Text processing (Computer science) Computational intelligence Résumés automatiques Traitement de texte Intelligence informatique COMPUTERS / Computer Engineering COMPUTERS / Artificial Intelligence TECHNOLOGY / Electronics / General |
| title | Computational techniques for text summarization based on cognitive intelligence |
| title_auth | Computational techniques for text summarization based on cognitive intelligence |
| title_exact_search | Computational techniques for text summarization based on cognitive intelligence |
| title_full | Computational techniques for text summarization based on cognitive intelligence V. Priya and K. Umamaheswari |
| title_fullStr | Computational techniques for text summarization based on cognitive intelligence V. Priya and K. Umamaheswari |
| title_full_unstemmed | Computational techniques for text summarization based on cognitive intelligence V. Priya and K. Umamaheswari |
| title_short | Computational techniques for text summarization based on cognitive intelligence |
| title_sort | computational techniques for text summarization based on cognitive intelligence |
| topic | Automatic abstracting Text processing (Computer science) Computational intelligence Résumés automatiques Traitement de texte Intelligence informatique COMPUTERS / Computer Engineering COMPUTERS / Artificial Intelligence TECHNOLOGY / Electronics / General |
| topic_facet | Automatic abstracting Text processing (Computer science) Computational intelligence Résumés automatiques Traitement de texte Intelligence informatique COMPUTERS / Computer Engineering COMPUTERS / Artificial Intelligence TECHNOLOGY / Electronics / General |
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