Social Data Analytics

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  • Publisher : Newnes
  • Release : 10 November 2014
  • ISBN : 9780123977809
  • Page : 158 pages
  • Rating : 4.5/5 from 103 voters

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Social Data Analytics is the first practical guide for professionals who want to employ social data for analytics and business intelligence (BI). This book provides a comprehensive overview of the technologies and platforms and shows you how to access and analyze the data. You'll explore the five major types of social data and learn from cases and platform examples to help you make the most of sentiment, behavioral, social graph, location, and rich media data. A four-step approach to the social BI process will help you access, evaluate, collaborate, and share social data with ease. You'll learn everything you need to know to monitor social media and get an overview of the leading vendors in a crowded space of BI applications. By the end of this book, you will be well prepared for your organization’s next social data analytics project. Provides foundational understanding of new and emerging technologies—social data, collaboration, big data, advanced analytics Includes case studies and practical examples of success and failures Will prepare you to lead projects and advance initiatives that will benefit you and your organization

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Social Data Analytics

Social Data Analytics
  • Author : Krish Krishnan,Shawn P. Rogers
  • Publisher : Newnes
  • Release Date : 2014-11-10
  • ISBN : 9780123977809
GET THIS BOOKSocial Data Analytics

Social Data Analytics is the first practical guide for professionals who want to employ social data for analytics and business intelligence (BI). This book provides a comprehensive overview of the technologies and platforms and shows you how to access and analyze the data. You'll explore the five major types of social data and learn from cases and platform examples to help you make the most of sentiment, behavioral, social graph, location, and rich media data. A four-step approach to the

Data Analytics for the Social Sciences

Data Analytics for the Social Sciences
  • Author : G. David Garson
  • Publisher : Routledge
  • Release Date : 2021-11-30
  • ISBN : 9781000467086
GET THIS BOOKData Analytics for the Social Sciences

Data Analytics for the Social Sciences is an introductory, graduate-level treatment of data analytics for social science. It features applications in the R language, arguably the fastest growing and leading statistical tool for researchers. The book starts with an ethics chapter on the uses and potential abuses of data analytics. Chapters 2 and 3 show how to implement a broad range of statistical procedures in R. Chapters 4 and 5 deal with regression and classification trees and with random forests. Chapter 6 deals with machine

Social Network Data Analytics

Social Network Data Analytics
  • Author : Charu C. Aggarwal
  • Publisher : Springer Science & Business Media
  • Release Date : 2011-03-18
  • ISBN : 9781441984623
GET THIS BOOKSocial Network Data Analytics

Social network analysis applications have experienced tremendous advances within the last few years due in part to increasing trends towards users interacting with each other on the internet. Social networks are organized as graphs, and the data on social networks takes on the form of massive streams, which are mined for a variety of purposes. Social Network Data Analytics covers an important niche in the social network analytics field. This edited volume, contributed by prominent researchers in this field, presents

Empowering Human Dynamics Research with Social Media and Geospatial Data Analytics

Empowering Human Dynamics Research with Social Media and Geospatial Data Analytics
  • Author : Atsushi Nara,Ming-Hsiang Tsou
  • Publisher : Springer Nature
  • Release Date : 2021-09-20
  • ISBN : 9783030830106
GET THIS BOOKEmpowering Human Dynamics Research with Social Media and Geospatial Data Analytics

This book discusses theoretical backgrounds, techniques and methodologies, and applications of the current state-of-the-art human dynamics research utilizing social media and geospatial big data. It describes various forms of social media and big data with location information, theory development, data collection and management techniques, and analytical methodologies to conduct human dynamics research including geographic information systems (GIS), spatiotemporal data analytics, text mining and semantic analysis, machine learning, trajectory data analysis, and geovisualization. The book also covers applied interdisciplinary research examples

Social Data Analytics

Social Data Analytics
  • Author : Amin Beheshti,Samira Ghodratnama,Mehdi Elahi,Helia Farhood
  • Publisher : CRC Press
  • Release Date : 2022-08-01
  • ISBN : 9781000644609
GET THIS BOOKSocial Data Analytics

This book is an introduction to social data analytics along with its challenges and opportunities in the age of Big Data and Artificial Intelligence. It focuses primarily on concepts, techniques and methods for organizing, curating, processing, analyzing, and visualizing big social data: from text to image and video analytics. It provides novel techniques in storytelling with social data to facilitate the knowledge and fact discovery. The book covers a large body of knowledge that will help practitioners and researchers in

Social Media Data Mining and Analytics

Social Media Data Mining and Analytics
  • Author : Gabor Szabo,Gungor Polatkan,P. Oscar Boykin,Antonios Chalkiopoulos
  • Publisher : John Wiley & Sons
  • Release Date : 2018-09-19
  • ISBN : 9781118824894
GET THIS BOOKSocial Media Data Mining and Analytics

Harness the power of social media to predict customer behavior and improve sales Social media is the biggest source of Big Data. Because of this, 90% of Fortune 500 companies are investing in Big Data initiatives that will help them predict consumer behavior to produce better sales results. Social Media Data Mining and Analytics shows analysts how to use sophisticated techniques to mine social media data, obtaining the information they need to generate amazing results for their businesses. Social Media Data Mining

Big Data and Social Media Analytics

Big Data and Social Media Analytics
  • Author : Mehmet Çakırtaş,Mehmet Kemal Ozdemir
  • Publisher : Springer Nature
  • Release Date : 2021-07-05
  • ISBN : 9783030670443
GET THIS BOOKBig Data and Social Media Analytics

This edited book provides techniques which address various aspects of big data collection and analysis from social media platforms and beyond. It covers efficient compression of large networks, link prediction in hashtag graphs, visual exploration of social media data, identifying motifs in multivariate data, social media surveillance to enhance search and rescue missions, recommenders for collaborative filtering and safe travel plans to high risk destinations, analysis of cyber influence campaigns on YouTube, impact of location on business rating, bibliographical and

Challenges and Applications of Data Analytics in Social Perspectives

Challenges and Applications of Data Analytics in Social Perspectives
  • Author : Sathiyamoorthi, V.,Elci, Atilla
  • Publisher : IGI Global
  • Release Date : 2020-12-04
  • ISBN : 9781799825685
GET THIS BOOKChallenges and Applications of Data Analytics in Social Perspectives

With exponentially increasing amounts of data accumulating in real-time, there is no reason why one should not turn data into a competitive advantage. While machine learning, driven by advancements in artificial intelligence, has made great strides, it has not been able to surpass a number of challenges that still prevail in the way of better success. Such limitations as the lack of better methods, deeper understanding of problems, and advanced tools are hindering progress. Challenges and Applications of Data Analytics

Data Analysis for Social Science

Data Analysis for Social Science
  • Author : Elena Llaudet,Kosuke Imai
  • Publisher : Princeton University Press
  • Release Date : 2023-01-17
  • ISBN : 9780691199429
GET THIS BOOKData Analysis for Social Science

An ideal textbook for an introductory course on quantitative methods for social scientists Data Analysis for Social Science provides a friendly introduction to the statistical concepts and programming skills needed to conduct and evaluate social scientific studies. Using plain language and assuming no prior knowledge of statistics and coding, the book provides a step-by-step guide to analyzing real-world data with the statistical program R for the purpose of answering a wide range of substantive social science questions. It teaches not

Social Big Data Analytics

Social Big Data Analytics
  • Author : Bilal Abu-Salih,Pornpit Wongthongtham,Dengya Zhu,Kit Yan Chan,Amit Rudra
  • Publisher : Springer Nature
  • Release Date : 2021-03-10
  • ISBN : 9789813366527
GET THIS BOOKSocial Big Data Analytics

This book focuses on data and how modern business firms use social data, specifically Online Social Networks (OSNs) incorporated as part of the infrastructure for a number of emerging applications such as personalized recommendation systems, opinion analysis, expertise retrieval, and computational advertising. This book identifies how in such applications, social data offers a plethora of benefits to enhance the decision making process. This book highlights that business intelligence applications are more focused on structured data; however, in order to understand

Big Data Analytics

Big Data Analytics
  • Author : Mrutyunjaya Panda,Ajith Abraham,Aboul Ella Hassanien
  • Publisher : CRC Press
  • Release Date : 2018-12-12
  • ISBN : 9781351622585
GET THIS BOOKBig Data Analytics

Social networking has increased drastically in recent years, resulting in an increased amount of data being created daily. Furthermore, diversity of issues and complexity of the social networks pose a challenge in social network mining. Traditional algorithm software cannot deal with such complex and vast amounts of data, necessitating the development of novel analytic approaches and tools. This reference work deals with social network aspects ofbig data analytics. It covers theory, practices and challenges in social networking. The book spans

Mobility Analytics for Spatio-Temporal and Social Data

Mobility Analytics for Spatio-Temporal and Social Data
  • Author : Christos Doulkeridis,George A. Vouros,Qiang Qu,Shuhui Wang
  • Publisher : Springer
  • Release Date : 2018-01-05
  • ISBN : 9783319735214
GET THIS BOOKMobility Analytics for Spatio-Temporal and Social Data

This book constitutes the refereed post-conference proceedings of the First International Workshop on Mobility Analytics for Spatio-Temporal and Social Data, MATES 2017, held in Munich, Germany, in September 2017. The 6 revised full papers and 2 short papers included in this volume were carefully reviewed and selected from 13 submissions. Also included are two keynote speeches. The papers intend to raise awareness of real-world problems in critical domains which require novel data management solutions. They are organized in two thematic sections: social network analytics and

Cognitive Social Mining Applications in Data Analytics and Forensics

Cognitive Social Mining Applications in Data Analytics and Forensics
  • Author : Haldorai, Anandakumar,Ramu, Arulmurugan
  • Publisher : IGI Global
  • Release Date : 2018-12-14
  • ISBN : 9781522575238
GET THIS BOOKCognitive Social Mining Applications in Data Analytics and Forensics

Recently, there has been a rapid increase in interest regarding social network analysis in the data mining community. Cognitive radios are expected to play a major role in meeting this exploding traffic demand on social networks due to their ability to sense the environment, analyze outdoor parameters, and then make decisions for dynamic time, frequency, space, resource allocation, and management to improve the utilization of mining the social data. Cognitive Social Mining Applications in Data Analytics and Forensics is an

Social Media Analytics Strategy

Social Media Analytics Strategy
  • Author : Alex Gonçalves
  • Publisher : Apress
  • Release Date : 2017-11-12
  • ISBN : 9781484231029
GET THIS BOOKSocial Media Analytics Strategy

This book shows you how to use social media analytics to optimize your business performance. The tools discussed will prepare you to create and implement an effective digital marketing strategy. From understanding the data and its sources to detailed metrics, dashboards, and reports, this book is a robust tool for anyone seeking a tangible return on investment from social media and digital marketing. Social Media Analytics Strategy speaks to marketers who do not have a technical background and creates a

Using R for Data Analysis in Social Sciences

Using R for Data Analysis in Social Sciences
  • Author : Quan Li
  • Publisher : Oxford University Press
  • Release Date : 2018
  • ISBN : 9780190656218
GET THIS BOOKUsing R for Data Analysis in Social Sciences

Statistical analysis is common in the social sciences, and among the more popular programs is R. This book provides a foundation for undergraduate and graduate students in the social sciences on how to use R to manage, visualize, and analyze data. The focus is on how to address substantive questions with data analysis and replicate published findings. Using R for Data Analysis in Social Sciences adopts a minimalist approach and covers only the most important functions and skills in R