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Trends and applications of text summarization techniques

Author: Alessandro Fiori; IGI Global,
Publisher: Hershey, Pennsylvania (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA) : IGI Global, [2020]
Series: Advances in data mining and database management (ADMDM) book series.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
"This book examines the latest applications of text summarization techniques in business intelligence, biological and genomics research, counter-terrorism activities, and other fields"--
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Genre/Form: Electronic books
Additional Physical Format: Print version:
(DLC) 2019001873
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Alessandro Fiori; IGI Global,
ISBN: 1522593756 9781522593768 1522593764 9781522593751
OCLC Number: 1113966010
Notes: "Premier reference source".
Description: 1 online resource (21 PDFs (335 pages))
Contents: Section 1. Concepts and methods. Chapter 1. Combining machine learning and natural language processing for language-specific, multi-lingual, and cross-lingual text summarization: a wide-ranging overview ; Chapter 2. The development of single-document abstractive text summarizer during the last decade ; Chapter 3. Mining scientific and technical literature: from knowledge extraction to summarization ; Chapter 4. Data text mining based on swarm intelligence techniques: review of text summarization systems ; Chapter 5. Named entity recognition in document summarization --
Section 2. Domain applications. Chapter 6. Text classification and topic modeling for online discussion forums: an empirical study from the systems modeling community ; Chapter 7. Summarization in the financial and regulatory domain ; Chapter 8. Opinion mining and product review summarization in e-commerce ; Chapter 9. Scaling and semantically-enriching language-agnostic summarization.
Series Title: Advances in data mining and database management (ADMDM) book series.
Responsibility: [edited by] Alessandro Fiori.

Abstract:

"This book examines the latest applications of text summarization techniques in business intelligence, biological and genomics research, counter-terrorism activities, and other fields"--

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