Information Visualization Techniques In The Social Sciences And Humanities

The representation of abstract data and ideas can be a difficult and tedious task to handle when learning new concepts; however, the advances in emerging technology have allowed for new methods of representing such conceptual data. Information Visualization Techniques in the Social Sciences and Humanities is a critical scholarly resource that examines the application of information visualization in the social sciences and humanities. Featuring coverage on a broad range of topics such as social network analysis, complex systems, and visualization aesthetics, this book is geared towards professionals, students, and researchers seeking current research on information visualization.

An analysis of visual epistemology in the digital humanities, with attention to the need for interpretive digital tools within humanities contexts. In the several decades since humanists have taken up computational tools, they have borrowed many techniques from other fields, including visualization methods to create charts, graphs, diagrams, maps, and other graphic displays of information. But are these visualizations actually adequate for the interpretive approach that distinguishes much of the work in the humanities? Information visualization, as practiced today, lacks the interpretive frameworks required for humanities-oriented methodologies. In this book, Johanna Drucker continues her interrogation of visual epistemology in the digital humanities, reorienting the creation of digital tools within humanities contexts. Drucker examines various theoretical understandings of visual images and their relation to knowledge and how the specifics of the graphical are to be engaged directly as a primary means of knowledge production for digital humanities. She draws on work from aesthetics, critical theory, and formal study of graphical systems, addressing them within the specific framework of computational and digital activity as they apply to digital humanities. Finally, she presents a series of standard problems in visualization for the humanities (including time/temporality, space/spatial relations, and data analysis), posing the investigation in terms of innovative graphical systems informed by probabilistic critical hermeneutics. She concludes with a final brief sketch of discovery tools as an additional interface into which modeling can be worked.

We are living in a digital era in which most of our daily activities take place online. This has created a big data phenomenon that has been subject to scientific research with increasingly available tools and processing power. As a result, a growing number of social science scholars are using computational methods for analyzing social behavior. To further the area, these evolving methods must be made known to sociological research scholars. Opportunities and Challenges for Computational Social Science Methods focuses on the implementation of social science methods and the opportunities and challenges of these methods. This book sheds light on the infrastructure that should be built to gain required skillsets, the tools used in computational social sciences, and the methods developed and applied into computational social sciences. Covering topics like computational communication, ecological cognition, and natural language processing, this book is an essential resource for researchers, data scientists, scholars, students, professors, sociologists, and academicians.

Over the last few decades, the refrain for many activists in technology fields around the globe has been “attraction, promotion, and retention.” Yet the secret to accomplishing this task has not been found. Despite the wide variety of theories proposed in efforts to frame and understand the issues, to date none have been accepted as a universally accurate framework, nor been applicable across varying cultures and ethnicities. Gender Inequality and the Potential for Change in Technology Fields provides innovative insights into diversity creation through potential solutions, including the attraction of more women to study technology and to enter technology careers, the navigation of suitable promotional pathways, and the retention of women in these industries. This publication examines women in IT professions, artificial intelligence, and social media. It is designed for gender theorists, government officials, policymakers, educators, individual activists and advocates, recruiters, content developers, managers, women and men in technology fields, academicians, researchers, and students.

Technology’s presence in society continues to increase as new products and programs emerge. As such, it is vital for various industries to rapidly adapt and learn to incorporate the latest technology applications and tools. The Handbook of Research on Technology Integration in the Global World is an essential reference source that examines a variety of approaches to integrating technology through technology diffusion, e-collaboration, and e-adoption. The book explores topics such as information systems agility, semantic web, and the digital divide. This publication is a valuable resource for academicians, practitioners, researchers, and upper-level graduate students.

Every life has certain moments that define it. Going beyond the day-to-day norms of living, these life experiences have a profound effect on the person and the life lived. Narratives and the Role of Philosophy in Cross-Disciplinary Studies: Emerging Research and Opportunities is a critical scholarly research publication that focuses on the multidisciplinary aspects of philosophy. Featuring coverage on a wide range of topics such as life-changing events, exemplary figures, and the role of philosophy, this book is geared toward academicians, researchers, and students seeking current and relevant research on the importance of narrative in a multidisciplinary investigation into the identity of people and events.

Due to the prevalence of social network service and social media, the problem of cyberbullying has risen to the forefront as a major social issue over the last decade. Internet hate, harassment, cyberstalking, cyberbullying—these terms, which were almost unknown 10 years ago—are in the everyday lexicon of all internet users. Unfortunately, it is becoming increasingly difficult to undertake continuous surveillance of websites as new ones are appearing daily. Methods for automatic detection and mitigation for online bullying have become necessary in order to protect the online user experience. Automatic Cyberbullying Detection: Emerging Research and Opportunities provides innovative insights into online bullying and methods of early identification, mitigation, and prevention of harassing speech and activity. Explanations and reasoning for each of these applied methods are provided as well as their pros and cons when applied to the language of online bullying. Also included are some generalizations of cyberbullying as a phenomenon and how to approach the problem from a practical technology-backed point of view. The content within this publication represents the work of deep learning, language modeling, and web mining. It is designed for academicians, social media moderators, IT consultants, programmers, education administrators, researchers, and professionals and covers topics centered on identification methods and mitigation of internet hate and online harassment.

In a globalized world, one of the most prominent developments in technology has been the advancement of non-human entities. The applications of these entities in media as well as other fields of science have been looked upon as irrelevant for understanding human agency. Analytical Frameworks, Applications, and Impacts of ICT and Actor-Network Theory provides innovative insights into human and non-human roles (e.g., physical objects, technology, animals, or even beliefs, scientific facts, or discourses) and their influence on this theory and to each other. The content within this publication represents the work of consumer culture, technology, and the arts. It is designed for researchers, students, and professionals as it covers topics centered on a multidisciplinary reading of actor-network theory for a variety of fields.