Sentence Extraction for Automatic Summarization and Notetaking Systems

Name: Sentence Extraction for Automatic Summarization and Notetaking Systems
Brand: VDM Verlag
SKU: 9783639329971
Price: 57.01 EUR
Availability: InStock

Applying Cognitive and Computational Linguistic Techniques to Improve Student's Learning Skills

Autor: Hamed Khanpour

Jazyk:

Väzba: Brožovaná

Vydavateľ: VDM Verlag

Dostupnosť: Skladom u dodávateľa

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57.01 €

In this book, we propose both automatic summarization and semi-automatic Notetaking systems as impor...

Informácie o knihe

Autor

Hamed Khanpour

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2011

Stránok

148

EAN

9783639329971

ISBN

363932997X

Enbook ID

06839713

Vydavateľ

VDM Verlag

Hmotnosť

227

Rozmery

152 x 229 x 9

Kompletný popis

In this book, we propose both automatic summarization and semi-automatic Notetaking systems as important tools that can engage students in learning activities and improve their learning, namely comprehending and recalling of the study materials. However, they can also be employed by lecturers to evaluate their students' understanding. Many current systems summarize texts by selecting sentences with important content using methods generally known as sentence extraction. To deal with the development of a new sentence extraction method, we delve into text analysis at three levels: word, sentence, and text level analysis. At the word level, we consider word similarity and word disambiguation based on WordNet to compute the value for semantic relatedness. This feature is exploited by the proposed method we have developed for text similarity. For the sentence level, we analyze for its similarity using vector correlation. For text similarity, a cognitive method is used to identify the most important sentence. Our proposed unsupervised sentence extraction method is then used to identify the most salient sentences to produce high quality summarization and notes.

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Sentence Extraction for Automatic Summarization and Notetaking Systems

Applying Cognitive and Computational Linguistic Techniques to Improve Student's Learning Skills

Informácie o knihe

Kompletný popis

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Zákazníci, ktorí si kúpili túto knihu, kúpili tiež