Social Media Content Analysis


Book Description

This book volume brings together carefully selected scholarly works covering four inter-related topic areas in international finance. The first section deals with the efficacy and determinants of central bank currency interventions by the Bank of Japan an




Challenges and Applications of Data Analytics in Social Perspectives


Book Description

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 in Social Perspectives provides innovative insights into the prevailing challenges in data analytics and its application on social media and focuses on various machine learning and deep learning techniques in improving practice and research. The content within this publication examines topics that include collaborative filtering, data visualization, and edge computing. It provides research ideal for data scientists, data analysts, IT specialists, website designers, e-commerce professionals, government officials, software engineers, social media analysts, industry professionals, academicians, researchers, and students.




Digital Methods


Book Description

A proposal to repurpose Web-native techniques for use in social and cultural scholarly research. In Digital Methods, Richard Rogers proposes a methodological outlook for social and cultural scholarly research on the Web that seeks to move Internet research beyond the study of online culture. It is not a toolkit for Internet research, or operating instructions for a software package; it deals with broader questions. How can we study social media to learn something about society rather than about social media use? Rogers proposes repurposing Web-native techniques for research into cultural change and societal conditions. We can learn to reapply such “methods of the medium” as crawling and crowd sourcing, PageRank and similar algorithms, tag clouds and other visualizations; we can learn how they handle hits, likes, tags, date stamps, and other Web-native objects. By “thinking along” with devices and the objects they handle, digital research methods can follow the evolving methods of the medium. Rogers uses this new methodological outlook to examine such topics as the findings of inquiries into 9/11 search results, the recognition of climate change skeptics by climate-change-related Web sites, and the censorship of the Iranian Web. With Digital Methods, Rogers introduces a new vision and method for Internet research and at the same time applies them to the Web's objects of study, from tiny particles (hyperlinks) to large masses (social media).




The Content Analysis Guidebook


Book Description

Content analysis is a complex research methodology. This book provides an accessible text for upper level undergraduates and graduate students, comprising step-by-step instructions and practical advice.




Doing Grounded Theory


Book Description

This short, easy to read introduction to grounded theory will help you to employ the method in your research project. Uwe Flick discusses each stage of the process of doing grounded theory research, including formulating a research question through analysis of data, theoretical sampling, sorting and saturation, data collection, coding and forming theories from data.




The SAGE Handbook of Social Media Research Methods


Book Description

With coverage of the entire research process in social media, data collection and analysis on specific platforms, and innovative developments in the field, this handbook is the ultimate resource for those looking to tackle the challenges that come with doing research in this sphere.




Organizing for Digital Innovation


Book Description

This book presents a collection of research papers exploring the human side of digital innovation management, with a specific focus on what people say and share on social media, how they respond to the introduction of specific IT tools, and how digital innovations are impacting sustainability and inclusion. Given the plurality of views that it offers, the book is particularly relevant for digital technology users, companies, scientists and governments. The overall spread of digital and technological advances is enhanced or hampered by people’s skills, behaviors and attitudes. The challenge of balancing the digital dimension with humans situated in specific contexts, relations and networks has sparked a growing interest in how people use and respond to digital innovations. The content of the book is based on a selection of the best papers – original double-blind peer-reviewed contributions – presented at the annual conference of the Italian chapter of the AIS, which was held in Milan, Italy, in October 2017.




The Illustrated Guide to the Content Analysis Research Project


Book Description

The Illustrated Guide to the Content Analysis Research Project makes mass media research more accessible through an informal and humorous student-centered approach. Author Patricia Swann provides a colorful, step-by-step guide to developing a typical mass media research project using the content analysis method. The fundamental elements of this research method are presented in plainspoken language perfect for undergraduates and new researchers, complete with engaging illustrations and an informal narrative that tackle students’ most common sticking-points when learning and applying research methods. Supplemented by online worksheets for further reflection, this book is an excellent companion to research-centered courses in mass media, communication studies, marketing, and public relations at the introductory level.




Qualitative Research Using Social Media


Book Description

Do you want to study influencers? Opinions and comments on a set of posts? Look at collections of photos or videos on Instagram? Qualitative Research Using Social Media guides the reader in what different kinds of qualitative research can be applied to social media data. It introduces students, as well as those who are new to the field, to developing and carrying out concrete research projects. The book takes the reader through the stages of choosing data, formulating a research question, and choosing and applying method(s). Written in a clear and accessible manner with current social media examples throughout, the book provides a step-by-step overview of a range of qualitative methods. These are presented in clear ways to show how to analyze many different types of social media content, including language and visual content such as memes, gifs, photographs, and film clips. Methods examined include critical discourse analysis, content analysis, multimodal analysis, ethnography, and focus groups. Most importantly, the chapters and examples show how to ask the kinds of questions that are relevant for us at this present point in our societies, where social media is highly integrated into how we live. Social media is used for political communication, social activism, as well as commercial activities and mundane everyday things, and it can transform how all these are accomplished and even what they mean. Drawing on examples from Twitter, Instagram, YouTube, TikTok, Facebook, Snapchat, Reddit, Weibo, and others, this book will be suitable for undergraduate students studying social media research courses in media and communications, as well as other humanities such as linguistics and social science-based degrees.




Mediated Communication


Book Description

Media scholarship has responded to a rapidly evolving media environment that has challenged existing theories and methods while also giving rise to new theoretical and methodological approaches. This volume explores the state of contemporary media research. Focusing on Intellectual Foundations, Theoretical Perspectives, Methodological Approaches, Context, and Contemporary Issues, this volume is a valuable resource for media scholars and students.