Электронная книга: Juan-Manuel Torres-Moreno «Automatic Text Summarization»

Automatic Text Summarization

Textual information in the form of digital documents quickly accumulates to create huge amounts of data. The majority of these documents are unstructured: it is unrestricted text and has not been organized into traditional databases. Processing documents is therefore a perfunctory task, mostly due to a lack of standards. It has thus become extremely difficult to implement automatic text analysis tasks. Automatic Text Summarization (ATS), by condensing the text while maintaining relevant information, can help to process this ever-increasing, difficult-to-handle, mass of information. This book examines the motivations and different algorithms for ATS. The author presents the recent state of the art before describing the main problems of ATS, as well as the difficulties and solutions provided by the community. The book provides recent advances in ATS, as well as current applications and trends. The approaches are statistical, linguistic and symbolic. Several examples are also included in order to clarify the theoretical concepts.

Издательство: "John Wiley&Sons Limited"

ISBN: 9781119044147

электронная книга

Купить за 10926.64 руб и скачать на Litres

Другие книги схожей тематики:

АвторКнигаОписаниеГодЦенаТип книги
Gaussier EricTextual Information Access. Statistical ModelsThis book presents statistical models that have recently been developed within several research communities to access information contained in text collections. The problems considered are linked to… — @John Wiley&Sons Limited, @ @ @ @ Подробнее...
14985.1электронная книга

Look at other dictionaries:

  • Automatic summarization — is the creation of a shortened version of a text by a computer program. The product of this procedure still contains the most important points of the original text. The phenomenon of information overload has meant that access to coherent and… …   Wikipedia

  • Text-Extraktion — Die Text Extraction (auch Keyphrase Extraction) bzw. Textextrahierung ist eine Methode zur automatischen Zusammenfassung eines Textes mit Hilfe computerlinguistischer Techniken. Dabei werden Teile eines Textes zum Beispiel Sätze oder ganze… …   Deutsch Wikipedia

  • Text Extraction — Die Text Extraction (auch Keyphrase Extraction) bzw. Textextrahierung ist eine Methode zur automatischen Zusammenfassung eines Textes mit Hilfe computerlinguistischer Techniken. Dabei werden Teile eines Textes zum Beispiel Sätze oder ganze… …   Deutsch Wikipedia

  • Text-Extraction — Die Text Extraction (auch Keyphrase Extraction) bzw. Textextrahierung ist eine Methode zur automatischen Zusammenfassung eines Textes mit Hilfe computerlinguistischer Techniken. Dabei werden Teile eines Textes zum Beispiel Sätze oder ganze… …   Deutsch Wikipedia

  • Text Mining — Text Mining, seltener auch Textmining, Text Data Mining oder Textual Data Mining, ist ein Bündel von Analyseverfahren, die die algorithmusassistierte Entdeckung von Bedeutungsstrukturen aus un oder schwachstrukturierten Textdaten ermöglichen soll …   Deutsch Wikipedia

  • Text analytics — The term text analytics describes a set of linguistic, lexical, pattern recognition,extraction, tagging/structuring, visualization, and predictive techniques. The termalso describes processes that apply these techniques, whether independently or… …   Wikipedia

  • Multi-document summarization — is an automatic procedure aimed at extraction of information from multiple texts written about the same topic. Resulting summary report allows individual users, so as professional information consumers, to quickly familiarize themselves with… …   Wikipedia

  • Noisy text analytics — is a process of information extraction whose goal is to automatically extract structured or semistructured information from noisy unstructured text data. While Text analytics is a growing and mature field that has great value because of the huge… …   Wikipedia

  • Résumé automatique de texte — Un résumé est une forme de compression textuelle avec perte d information. Un résumé automatique de texte est une version condensée d un document textuel, obtenu au moyen de techniques informatiques. La forme la plus connue et la plus visible des …   Wikipédia en Français

  • WordNet — is a lexical database for the English language.[1] It groups English words into sets of synonyms called synsets, provides short, general definitions, and records the various semantic relations between these synonym sets. The purpose is twofold:… …   Wikipedia

  • Textextrahierung — Die Text Extraction (auch Keyphrase Extraction) bzw. Textextrahierung ist eine Methode zur automatischen Zusammenfassung eines Textes mit Hilfe computerlinguistischer Techniken. Dabei werden Teile eines Textes zum Beispiel Sätze oder ganze… …   Deutsch Wikipedia


Share the article and excerpts

Direct link
Do a right-click on the link above
and select “Copy Link”

We are using cookies for the best presentation of our site. Continuing to use this site, you agree with this.