Visual and Text Sentiment Analysis through Hierarchical Deep Learning Networks 2024 pdf epub mobi 电子书


Visual and Text Sentiment Analysis through Hierarchical Deep Learning Networks

简体网页||繁体网页

Visual and Text Sentiment Analysis through Hierarchical Deep Learning Networks 2024 pdf epub mobi 电子书 著者简介


Visual and Text Sentiment Analysis through Hierarchical Deep Learning Networks 电子书 图书目录




点击这里下载
    


想要找书就要到 本本书屋
立刻按 ctrl+D收藏本页
你会得到大惊喜!!

发表于2024-11-10

Visual and Text Sentiment Analysis through Hierarchical Deep Learning Networks 2024 pdf epub mobi 电子书

Visual and Text Sentiment Analysis through Hierarchical Deep Learning Networks 2024 pdf epub mobi 电子书

Visual and Text Sentiment Analysis through Hierarchical Deep Learning Networks 2024 pdf epub mobi 电子书



喜欢 Visual and Text Sentiment Analysis through Hierarchical Deep Learning Networks 电子书 的读者还喜欢


Visual and Text Sentiment Analysis through Hierarchical Deep Learning Networks 电子书 读后感

评分

评分

评分

评分

评分

类似图书 点击查看全场最低价
出版者:Springer
作者:
出品人:
页数:0
译者:
出版时间:2019-4
价格:0
装帧:
isbn号码:9789811374739
丛书系列:

图书标签: 计算机  情感分析   


Visual and Text Sentiment Analysis through Hierarchical Deep Learning Networks 2024 pdf epub mobi 电子书 图书描述

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 book’s 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.

Visual and Text Sentiment Analysis through Hierarchical Deep Learning Networks 2024 pdf epub mobi 电子书

Visual and Text Sentiment Analysis through Hierarchical Deep Learning Networks 2024 pdf epub mobi 电子书
想要找书就要到 本本书屋
立刻按 ctrl+D收藏本页
你会得到大惊喜!!

Visual and Text Sentiment Analysis through Hierarchical Deep Learning Networks 2024 pdf epub mobi 用户评价

评分

评分

评分

评分

评分

Visual and Text Sentiment Analysis through Hierarchical Deep Learning Networks 2024 pdf epub mobi 电子书


分享链接









相关图书




本站所有内容均为互联网搜索引擎提供的公开搜索信息,本站不存储任何数据与内容,任何内容与数据均与本站无关,如有需要请联系相关搜索引擎包括但不限于百度google,bing,sogou

友情链接

© 2024 onlinetoolsland.com All Rights Reserved. 本本书屋 版权所有