Name: Computational Intelligence Applications for Text and Sentiment Data Analysis (Hybrid Computational Intelligence for Pattern Analysis and Understanding)
Price: 139.47 EUR
Availability: InStock
Author: Das, Dipankar ; Kolya, Anup Kumar ; Basu, Abhishek
ISBN: 9780323905350

portada Computational Intelligence Applications for Text and Sentiment Data Analysis (Hybrid Computational Intelligence for Pattern Analysis and Understanding)

Computational Intelligence Applications for Text and Sentiment Data Analysis (Hybrid Computational Intelligence for Pattern Analysis and Understanding)

Type

Physical Book

Illustrated by

Publisher

Author

Das, Dipankar ; Kolya, Anup Kumar ; Basu, Abhishek

Language

English

Pages

270

Format

Paperback

ISBN13

9780323905350

Edition No.

Synopsis "Computational Intelligence Applications for Text and Sentiment Data Analysis (Hybrid Computational Intelligence for Pattern Analysis and Understanding) "

Computational Intelligence Applications for Text and Sentiment Data Analysis explores the most recent advances in text information processing and data analysis technologies, specifically focusing on sentiment analysis from multifaceted data. The book investigates a wide range of challenges involved in the accurate analysis of online sentiments, including how to i) identify subjective information from text, i.e., exclusion of 'neutral' or 'factual' comments that do not carry sentiment information, ii) identify sentiment polarity, and iii) domain dependency. Spam and fake news detection, short abbreviation, sarcasm, word negation, and a lot of word ambiguity are also explored. Further chapters look at the difficult process of extracting sentiment from different multimodal information (audio, video and text), semantic concepts. In each chapter, the book's authors explore how computational intelligence (CI) techniques, such as deep learning, convolutional neural network, fuzzy and rough set, global optimizers, and hybrid machine learning techniques play an important role in solving the inherent problems of sentiment analysis applications.

Customers reviews

Have you read this book? Login to add your review.

More customer reviews

0% (0)
0% (0)
0% (0)
0% (0)
0% (0)

Questions and Answers about the Book

Do you have a question about the book? Login to be able to add your own question.

Opinions about Bookdelivery

More customer reviews

Computational Intelligence Applications for Text and Sentiment Data Analysis (Hybrid Computational Intelligence for Pattern Analysis and Understanding) - Das, Dipankar ; Kolya, Anup Kumar ; Basu, Abhishek

Synopsis "Computational Intelligence Applications for Text and Sentiment Data Analysis (Hybrid Computational Intelligence for Pattern Analysis and Understanding) "

Customers reviews

Frequently Asked Questions about the Book

Is the book original?

In what language is the book written?

What is the format of this book?

Questions and Answers about the Book

Opinions about Bookdelivery