Visualization For Social Data Science
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Visualization For Social Data Science
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Author : Roger Beecham
language : en
Publisher: CRC Press
Release Date : 2025-07-15
Visualization For Social Data Science written by Roger Beecham and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-15 with Computers categories.
The book provides end-to-end skills in visual data analysis. It demonstrates how data graphics and modern statistics can be used in tandem to process, explore, model and communicate data-driven social science. It is packed with detailed data analysis examples, pushing you to do visual data analysis.
Social Data Analytics
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Author : Amin Beheshti
language : en
Publisher: CRC Press
Release Date : 2022-08-01
Social Data Analytics written by Amin Beheshti and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-08-01 with Business & Economics categories.
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 understanding the underlying concepts, problems, methods, tools and techniques involved in modern social data analytics. It also provides real-world applications of social data analytics, including: Sales and Marketing, Influence Maximization, Situational Awareness, customer success and Segmentation, and performance analysis of the industry. It provides a deep knowledge in social data analytics by comprehensively classifying the current state of research, by describing in-depth techniques and methods, and by highlighting future research directions. Lecturers will find a wealth of material to choose from for a variety of courses, ranging from undergraduate courses in data science to graduate courses in data analytics.
Big Data And Social Sciences Harnessing Databases For Political And Social Change
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Author : Edenilson Brandl
language : en
Publisher: Edenilson Brandl
Release Date :
Big Data And Social Sciences Harnessing Databases For Political And Social Change written by Edenilson Brandl and has been published by Edenilson Brandl this book supported file pdf, txt, epub, kindle and other format this book has been release on with Social Science categories.
The evolving landscape of social sciences has been profoundly transformed by the advent of big data and advanced computational methodologies. This text aims to bridge the gap between raw data abundance and meaningful social insight, underscoring the potential to harness data-driven approaches for understanding and influencing political and social dynamics. Central to this work is the recognition that traditional qualitative and quantitative methods, while foundational, are no longer sufficient to grapple with the scale, complexity, and velocity of contemporary social phenomena. The integration of big data analytics empowers researchers to analyze multilayered social interactions in unprecedented detail. This volume is designed to serve as a comprehensive resource for scholars, policymakers, and practitioners engaged in the intersection of data science and social inquiry. It advocates for a rigorous yet ethically grounded approach to data utilization, emphasizing methodological innovation balanced with social responsibility. The chapters herein address a broad spectrum of themes, from technical frameworks and analytic tools to applied case studies and ethical considerations, providing a multidimensional perspective on the possibilities and pitfalls inherent in big data applications within social contexts. In producing this work, attention was paid to fostering interdisciplinary dialogue, drawing upon insights from political science, sociology, computer science, and data ethics. It is through this synthesis that the book hopes to contribute to the emerging paradigm of computational social science. Ultimately, the goal is to equip readers with the conceptual frameworks and practical knowledge necessary to leverage big data in ways that promote equitable social change, enhance governance, and deepen the understanding of collective human behavior in an increasingly digitized world.
Big Data Analyses Services And Smart Data
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Author : Wookey Lee
language : en
Publisher: Springer Nature
Release Date : 2020-09-10
Big Data Analyses Services And Smart Data written by Wookey Lee and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-09-10 with Technology & Engineering categories.
This book covers topics like big data analyses, services, and smart data. It contains (i) invited papers, (ii) selected papers from the Sixth International Conference on Big Data Applications and Services (BigDAS 2018), as well as (iii) extended papers from the Sixth IEEE International Conference on Big Data and Smart Computing (IEEE BigComp 2019). The aim of BigDAS is to present innovative results, encourage academic and industrial interaction, and promote collaborative research in the field of big data worldwide. BigDAS 2018 was held in Zhengzhou, China, on August 19–22, 2018, and organized by the Korea Big Data Service Society and TusStar. The goal of IEEE BigComp, initiated by Korean Institute of Information Scientists and Engineers (KIISE), is to provide an international forum for exchanging ideas and information on current studies, challenges, research results, system developments, and practical experiences in the emerging fields of big data and smart computing. IEEE BigComp 2019 was held in Kyoto, Japan, on February 27–March 02, 2019, and co-sponsored by IEEE and KIISE.
Applications Of Machine Learning In Big Data Analytics And Cloud Computing
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Author : Subhendu Kumar Pani
language : en
Publisher: CRC Press
Release Date : 2022-09-01
Applications Of Machine Learning In Big Data Analytics And Cloud Computing written by Subhendu Kumar Pani and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-09-01 with Computers categories.
Cloud Computing and Big Data technologies have become the new descriptors of the digital age. The global amount of digital data has increased more than nine times in volume in just five years and by 2030 its volume may reach a staggering 65 trillion gigabytes. This explosion of data has led to opportunities and transformation in various areas such as healthcare, enterprises, industrial manufacturing and transportation. New Cloud Computing and Big Data tools endow researchers and analysts with novel techniques and opportunities to collect, manage and analyze the vast quantities of data. In Cloud and Big Data Analytics, the two areas of Swarm Intelligence and Deep Learning are a developing type of Machine Learning techniques that show enormous potential for solving complex business problems. Deep Learning enables computers to analyze large quantities of unstructured and binary data and to deduce relationships without requiring specific models or programming instructions. This book introduces the state-of-the-art trends and advances in the use of Machine Learning in Cloud and Big Data Analytics. The book will serve as a reference for Data Scientists, systems architects, developers, new researchers and graduate level students in Computer and Data science. The book will describe the concepts necessary to understand current Machine Learning issues, challenges and possible solutions as well as upcoming trends in Big Data Analytics.
Handbook Of Research On Advanced Ict Integration For Governance And Policy Modeling
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Author : Sonntagbauer, Peter
language : en
Publisher: IGI Global
Release Date : 2014-06-30
Handbook Of Research On Advanced Ict Integration For Governance And Policy Modeling written by Sonntagbauer, Peter and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-06-30 with Political Science categories.
As governments and policy makers take advantage of information and communication technologies, leaders must understand how to navigate the ever-shifting landscape of modern technologies in order to be most effective in enacting change and leading their constituents. The Handbook of Research on Advanced ICT Integration for Governance and Policy Modeling builds on the available literature, research, and recent advances in e-governance to explore advanced methods and applications of digital tools in government. This collection of the latest research in the field presents an essential reference for academics, researchers, and advanced-level students, as well as government leaders, policy makers, and experts in international relations.
Python For Graph And Network Analysis
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Author : Mohammed Zuhair Al-Taie
language : en
Publisher: Springer
Release Date : 2017-03-20
Python For Graph And Network Analysis written by Mohammed Zuhair Al-Taie and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-03-20 with Computers categories.
This research monograph provides the means to learn the theory and practice of graph and network analysis using the Python programming language. The social network analysis techniques, included, will help readers to efficiently analyze social data from Twitter, Facebook, LiveJournal, GitHub and many others at three levels of depth: ego, group, and community. They will be able to analyse militant and revolutionary networks and candidate networks during elections. For instance, they will learn how the Ebola virus spread through communities. Practically, the book is suitable for courses on social network analysis in all disciplines that use social methodology. In the study of social networks, social network analysis makes an interesting interdisciplinary research area, where computer scientists and sociologists bring their competence to a level that will enable them to meet the challenges of this fast-developing field. Computer scientists have the knowledge to parse and process data while sociologists have the experience that is required for efficient data editing and interpretation. Social network analysis has successfully been applied in different fields such as health, cyber security, business, animal social networks, information retrieval, and communications.
Data Science And Big Data Analytics
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Author : EMC Education Services
language : en
Publisher: John Wiley & Sons
Release Date : 2015-01-27
Data Science And Big Data Analytics written by EMC Education Services and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-01-27 with Computers categories.
Data Science and Big Data Analytics is about harnessing the power of data for new insights. The book covers the breadth of activities and methods and tools that Data Scientists use. The content focuses on concepts, principles and practical applications that are applicable to any industry and technology environment, and the learning is supported and explained with examples that you can replicate using open-source software. This book will help you: Become a contributor on a data science team Deploy a structured lifecycle approach to data analytics problems Apply appropriate analytic techniques and tools to analyzing big data Learn how to tell a compelling story with data to drive business action Prepare for EMC Proven Professional Data Science Certification Get started discovering, analyzing, visualizing, and presenting data in a meaningful way today!
Researching Information Systems And Computing
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Author : Briony J Oates
language : en
Publisher: SAGE
Release Date : 2022-01-12
Researching Information Systems And Computing written by Briony J Oates and has been published by SAGE this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-01-12 with Business & Economics categories.
Written specifically for information systems (IS) and computing students and providing everything they need to know about executing a research project, this best-selling textbook introduces key quantitative and qualitative research methods, makes sense of underlying philosophies, and helps readers navigate and assess existing academic papers. Packed with examples from the IS and computing disciplines, definitions, evaluation guides and further reading suggestions, this fully updated second edition of Research Information Systems and Computing supports students of all levels in bridging the gap between theory and practice.
Researching Information Systems And Computing
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Author : Briony J Oates
language : en
Publisher: SAGE Publications Limited
Release Date : 2025-10-25
Researching Information Systems And Computing written by Briony J Oates and has been published by SAGE Publications Limited this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-10-25 with Business & Economics categories.
Written specifically for information systems (IS) and computing students and providing everything they need to know about executing a research project, this book is packed with guidance and examples.