Advanced Hybrid Frameworks for Aspect-Level Sentiment Analytics

Published by Beakers Bay

ISBN 13: 9798240887987

  • Softcover
  • New
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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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Softcover

Condition: New

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Item description from seller

nach der Bestellung gedruckt Neuware - Printed after ordering - Advanced Hybrid Frameworks for Aspect-Level Sentiment Analytics explores advanced computational approaches for analyzing opinions, emotions, and sentiments associated with specific aspects of products, services, topics, and entities. The book focuses on aspect-level sentiment analysis, where individual components of a text are identified and their corresponding sentiment orientations are determined.The book introduces key concepts in natural language processing, sentiment analysis, machine learning, and deep learning, with particular emphasis on hybrid frameworks that combine multiple computational techniques to improve sentiment classification and analytical performance. It discusses approaches for text preprocessing, aspect extraction, feature representation, sentiment classification, model development, and performance evaluation.Particular attention is given to the integration of machine learning and deep learning methods for extracting meaningful information from complex textual data. The book examines challenges such as contextual language, linguistic variation, ambiguous expressions, and the identification of sentiment toward specific aspects within a sentence or document.By bringing together aspect-level sentiment analytics and hybrid intelligent frameworks, this book provides a useful reference for students, researchers, data scientists, artificial intelligence professionals, and practitioners working in natural language processing, text mining, opinion mining, and data analytics. It is especially relevant to readers interested in developing intelligent systems for extracting fine-grained insights from large volumes of textual information.

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Bibliographic details

Title
Advanced Hybrid Frameworks for Aspect-Level Sentiment Analytics
Author
Keneddy Frown
Publisher
Beakers Bay
Condition
Neu
Binding
Taschenbuch
Item weight
164 grams
Dimensions
229x152x6 mm

AHA-BUCH GmbH

Einbeck, Germany

5-star seller

AbeBooks seller since August 14, 2006

Shipping rates from Germany to U.S.A.

Item5 to 7 business days7 to 10 business days
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Einbeck, Germany 37574