Sentiment Analysis in Social Networks

Written By Federico Pozzi
Sentiment Analysis in Social Networks
  • Publsiher : Morgan Kaufmann Publishers
  • Release : 01 October 2016
  • ISBN : 9780128044124
  • Pages : 242 pages
  • Rating : /5 from reviews
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Download or read book entitled Sentiment Analysis in Social Networks by author: Federico Pozzi which was release on 01 October 2016 and published by Morgan Kaufmann Publishers with total page 242 pages . This book available in PDF, EPUB and Kindle Format. The aim of Sentiment Analysis is to define automatic tools able to extract subjective information from texts in natural language, such as opinions and sentiments, in order to create structured and actionable knowledge to be used by either a decision support system or a decision maker. Sentiment analysis has gained even more value with the advent and growth of social networking." Sentiment Analysis in Social Networks" begins with an overview of the latest research trends in the field. It then discusses the sociological and psychological processes underling social network interactions. The book explores both semantic and machine learning models and methods that address context-dependent and dynamic text in online social networks, showing how social network streams pose numerous challenges due to their large-scale, short, noisy, context- dependent and dynamic nature. Further, this volume: Takes an interdisciplinary approach from a number of computing domains, including natural language processing, machine learning, big data, and statistical methodologiesProvides insights into opinion spamming, reasoning, and social network analysisShows how to apply sentiment analysis tools for a particular application and domain, and how to get the best results for understanding the consequencesServes as a one-stop reference for the state-of-the-art in social media analytics Takes an interdisciplinary approach from a number of computing domains, including natural language processing, big data, and statistical methodologiesProvides insights into opinion spamming, reasoning, and social network miningShows how to apply opinion mining tools for a particular application and domain, and how to get the best results for understanding the consequencesServes as a one-stop reference for the state-of-the-art in social media analytics

Sentiment Analysis in Social Networks

Sentiment Analysis in Social Networks
  • Author : Federico Pozzi,Elisabetta Fersini,Bing Liu,Enza Messina
  • Publisher : Morgan Kaufmann Publishers
  • Release Date : 2016-10-01
  • Total pages : 242
  • ISBN : 9780128044124
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Summary : The aim of Sentiment Analysis is to define automatic tools able to extract subjective information from texts in natural language, such as opinions and sentiments, in order to create structured and actionable knowledge to be used by either a decision support system or a decision maker. Sentiment analysis has gained ...

Sentiment Analysis in Social Networks

Sentiment Analysis in Social Networks
  • Author : Federico Alberto Pozzi,Elisabetta Fersini,Enza Messina,Bing Liu
  • Publisher : Morgan Kaufmann
  • Release Date : 2016-10-06
  • Total pages : 284
  • ISBN : 9780128044124
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Summary : The aim of Sentiment Analysis is to define automatic tools able to extract subjective information from texts in natural language, such as opinions and sentiments, in order to create structured and actionable knowledge to be used by either a decision support system or a decision maker. Sentiment analysis has gained ...

A Big Data Study on the Sentiment Analysis of Social Networks and Nonlinear System Modelling

A Big Data Study on the Sentiment Analysis of Social Networks and Nonlinear System Modelling
  • Author : Youchen Wang
  • Publisher : Unknown
  • Release Date : 2018
  • Total pages : 212
  • ISBN : 9780128044124
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Summary : Read online A Big Data Study on the Sentiment Analysis of Social Networks and Nonlinear System Modelling written by Youchen Wang, published by which was released on 2018. Download full A Big Data Study on the Sentiment Analysis of Social Networks and Nonlinear System Modelling Books now! Available in PDF, ePub ...

Data Mining for Social Network Data

Data Mining for Social Network Data
  • Author : Nasrullah Memon,Jennifer Jie Xu,David L. Hicks,Hsinchun Chen
  • Publisher : Springer Science & Business Media
  • Release Date : 2010-06-10
  • Total pages : 216
  • ISBN : 9780128044124
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Summary : Driven by counter-terrorism efforts, marketing analysis and an explosion in online social networking in recent years, data mining has moved to the forefront of information science. This proposed Special Issue on Data Mining for Social Network Data will present a broad range of recent studies in social networking analysis. It ...

Text Classification and Sentiment Analysis in Social Networks Using a Probability Model

Text Classification and Sentiment Analysis in Social Networks Using a Probability Model
  • Author : Hyeoncheol Lee
  • Publisher : Unknown
  • Release Date : 2015
  • Total pages : 104
  • ISBN : 9780128044124
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Summary : In recent years, diverse social networks, such as Facebook, YouTube, and Twitter, have rapidly grown in size and influence, and a huge amount of data is being generated from the social networks in real time. Demands for data mining on social networks have been dramatically increasing, since analyzing the data ...

Sentiment Analysis for Social Media

Sentiment Analysis for Social Media
  • Author : Carlos A. Iglesias,Antonio Moreno
  • Publisher : MDPI
  • Release Date : 2020-04-02
  • Total pages : 152
  • ISBN : 9780128044124
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Summary : Sentiment analysis is a branch of natural language processing concerned with the study of the intensity of the emotions expressed in a piece of text. The automated analysis of the multitude of messages delivered through social media is one of the hottest research fields, both in academy and in industry, ...

Gauging Affectivity in Social Networks

Gauging Affectivity in Social Networks
  • Author : Lum Zhaveli
  • Publisher : Unknown
  • Release Date : 2013-10-23
  • Total pages : 136
  • ISBN : 9780128044124
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Summary : Read online Gauging Affectivity in Social Networks written by Lum Zhaveli, published by which was released on 2013-10-23. Download full Gauging Affectivity in Social Networks Books now! Available in PDF, ePub and Kindle....

Learning Social Media Analytics with R

Learning Social Media Analytics with R
  • Author : Raghav Bali,Dipanjan Sarkar,Tushar Sharma
  • Publisher : Packt Publishing Ltd
  • Release Date : 2017-05-26
  • Total pages : 394
  • ISBN : 9780128044124
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Summary : Tap into the realm of social media and unleash the power of analytics for data-driven insights using R About This Book A practical guide written to help leverage the power of the R eco-system to extract, process, analyze, visualize and model social media data Learn about data access, retrieval, cleaning, ...

Social Media Mining and Social Network Analysis Emerging Research

Social Media Mining and Social Network Analysis  Emerging Research
  • Author : Xu, Guandong
  • Publisher : IGI Global
  • Release Date : 2013-01-31
  • Total pages : 347
  • ISBN : 9780128044124
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Summary : Social Media Mining and Social Network Analysis: Emerging Research highlights the advancements made in social network analysis and social web mining and its influence in the fields of computer science, information systems, sociology, organization science discipline and much more. This collection of perspectives on developmental practice is useful for industrial ...

Natural Language Processing for Social Media

Natural Language Processing for Social Media
  • Author : Anna Atefeh Farzindar,Diana Inkpen
  • Publisher : Morgan & Claypool Publishers
  • Release Date : 2020-04-10
  • Total pages : 219
  • ISBN : 9780128044124
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Summary : In recent years, online social networking has revolutionized interpersonal communication. The newer research on language analysis in social media has been increasingly focusing on the latter's impact on our daily lives, both on a personal and a professional level. Natural language processing (NLP) is one of the most promising avenues ...

Recommender Systems Based on Online Social Networks

Recommender Systems Based on Online Social Networks
  • Author : Dimah Alahmadi
  • Publisher : Unknown
  • Release Date : 2017
  • Total pages : 212
  • ISBN : 9780128044124
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Summary : Read online Recommender Systems Based on Online Social Networks written by Dimah Alahmadi, published by which was released on 2017. Download full Recommender Systems Based on Online Social Networks Books now! Available in PDF, ePub and Kindle....

Sentiment Analysis in the UAE Social Networks Context

Sentiment Analysis in the UAE Social Networks Context
  • Author : Hind Yousif Obaid Sahoo
  • Publisher : Unknown
  • Release Date : 2017
  • Total pages : 302
  • ISBN : 9780128044124
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Summary : The main goal of this study is to evaluate the effectiveness of automated opinion and sentiment analysis in social media in the UAE's telecommunications sector context. The study also investigates the possible impact of sentiments expressed in reviews and opinions published in social media on customer decisions to use a ...

Applications of Data Management and Analysis

Applications of Data Management and Analysis
  • Author : Mohammad Moshirpour,Behrouz H. Far,Reda Alhajj
  • Publisher : Springer
  • Release Date : 2018-10-04
  • Total pages : 217
  • ISBN : 9780128044124
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Summary : This book addresses and examines the impacts of applications and services for data management and analysis, such as infrastructure, platforms, software, and business processes, on both academia and industry. The chapters cover effective approaches in dealing with the inherent complexity and increasing demands of big data management from an applications ...

Information Retrieval and Social Media Mining

Information Retrieval and Social Media Mining
  • Author : María N. Moreno García
  • Publisher : MDPI
  • Release Date : 2021-03-09
  • Total pages : 144
  • ISBN : 9780128044124
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Summary : This book presents diverse contributions related to some of the latest advances in the field of personalization and recommender systems, as well as social media and sentiment analysis. The work comprises several articles that address different problems in these areas by means of recent techniques such as deep learning, methods ...

Social Networks Science Design Implementation Security and Challenges

Social Networks Science  Design  Implementation  Security  and Challenges
  • Author : Nilanjan Dey,Rosalina Babo,Amira S. Ashour,Vishal Bhatnagar,Med Salim Bouhlel
  • Publisher : Springer
  • Release Date : 2018-06-18
  • Total pages : 171
  • ISBN : 9780128044124
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Summary : The main target of this book is to raise the awareness about social networking systems design, implementation, security requirements, and approaches. The book entails related issues including computing, engineering, security, management, and organization policy. It interprets the design, implementation and security threats in the social networks and offers some solutions ...