Compare Prices | Create Shopping Lists with Price Drop Alerts | Set Coupons, Promo Codes & Sales Alerts | Get Access to Exclusive Deals and Much More... All in One Place | Read all about it here

Visual and Text Sentiment Analysis through Hierarchical Deep Learning Networks

Visual and Text Sentiment Analysis through Hierarchical Deep Learning Networks

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9789811374739
Condition
New
Product Description

This book presents the latest research on hierarchical deep learning for multi-modal sentiment analysis. Further, it analyses sentiments in Twitter blogs from both textual and visual content using hierarchical deep learning networks: hierarchical gated feedback recurrent neural networks (HGFRNNs). Several studies on deep learning have been conducted to date, but most of the current methods focus on either only textual content, or only visual content. In contrast, the proposed sentiment analysis model can be applied to any social blog dataset, making the book highly beneficial for postgraduate students and researchers in deep learning and sentiment analysis. The mathematical abstraction of the sentiment analysis model is presented in a very lucid manner. The complete sentiments are analysed by combining text and visual prediction results. The books novelty lies in its development of innovative hierarchical recurrent neural networks for analysing sentiments; stacking of multiple recurrent layers by controlling the signal flow from upper recurrent layers to lower layers through a global gating unit; evaluation of HGFRNNs with different types of recurrent units; and adaptive assignment of HGFRNN layers to different timescales. Considering the need to leverage large-scale social multimedia content for sentiment analysis, both state-of-the-art visual and textual sentiment analysis techniques are used for joint visual-textual sentiment analysis. The proposed method yields promising results from Twitter datasets that include both texts and images, which support the theoretical hypothesis.

Available Colors
Available Sizes
1 Offer Price Range: $39.99 - $39.99
BEST PRICE

Single Product Purchase

$39.99
@ Link.springer.com     BUY Now

Price Comparison

Seller Contact Seller List Price On Sale Shipping Best Promo Final Price Volume Discount Financing Availability Seller's Page
BEST PRICE
1 Product Purchase
@ Link.springer.com
Contact Store Call Store Contact Support
$39.99 $39.99

$39.99
See Site In stock Visit Store

Similar Products

New Vistas in Agroforestry

$219.99

The Oligarch

$34.99

Aufbau und Durchfhrung der Ernteversicherung in den Vereinigten Staaten von Amerika

$54.99

Energy Efficient Embedded Video Processing Systems

$109.99

Kultursoziologie im 21. Jahrhundert

$39.99

Advances in Animal Welfare Science 1984

$129.00

Microbial Rejuvenation of Polluted Environment

$249.99

Konstruktionslehre des Stahlbetons

$54.99

Resourcing

$54.99

Proceedings of International Conference on Industrial Instrumentation and Control

$249.99

On the Foundations and Sources of International Law

$54.99

Generalized Convexity and Related Topics

$109.99

Relational Topology

$54.99

Seismic Isolation, Structural Health Monitoring, and Performance Based Seismic Design in Earthquake

$179.99

Festkrperprobleme 4

$54.99

Poverty Reduction for Inclusive Sustainable Growth in Developing Asia

$129.99

Arbeitswelt

$29.99

Middleware

$74.99

Jan Patoka and the Phenomenology of Life After Death

$129.99

Mind, Meaning and Metaphysics

$169.00

Polarimetric Detection, Characterization and Remote Sensing

$169.00

Electronic Customer Care

$49.99

Anaesthesia Innovations in Management

$54.99

Alien Gene Transfer in Crop Plants, Volume 1

$169.99

DNA Methyltransferases - Role and Function

$129.00

The Early Years

$23.00

Einfhrung in das physikalische Praktikum zum Studium der Physik als Nebenfach

$54.99

Der Magen-Darm-Kranke

$69.99

Begutachtung der Schwerhrigkeit bei Lrmarbeitern

$79.99

Multivariate Statistics:

$54.99

Creating Shared Understanding in Product Development Teams

$109.99

Unmasking School Leadership

$54.99

Encyclopedia of Prehistory

$129.00

Der IL-1-Rezeptor-Antagonist im Zytokin-Netzwerk

$44.99

Advances in Electric Power and Energy Infrastructure

$169.99

Digital Libraries for Cultural Heritage

$54.99

The Last Ottomans

$109.99

Geometry of Subanalytic and Semialgebraic Sets

$69.99

Rice Insects: Management Strategies

$84.99

Angewandte Funktionalanalysis

$34.99