Framing Big Data

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Frame Theory In Data Science

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Author : Zhihua Zhang
language : en
Publisher: Springer Nature
Release Date : 2024-04-10

Frame Theory In Data Science written by Zhihua Zhang and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-04-10 with Computers categories.

This book establishes brand-new frame theory and technical implementation in data science, with a special focus on spatial-scale feature extraction, network dynamics, object-oriented analysis, data-driven environmental prediction, and climate diagnosis. Given that data science is unanimously recognized as a core driver for achieving Sustainable Development Goals of the United Nations, these frame techniques bring fundamental changes to multi-channel data mining systems and support the development of digital Earth platforms. This book integrates the authors' frame research in the past twenty years and provides cutting-edge techniques and depth for scientists, professionals, and graduate students in data science, applied mathematics, environmental science, and geoscience.

Reinventing The Social Scientist And Humanist In The Era Of Big Data

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Author : Susan Brokensha
language : en
Publisher: UJ Press
Release Date : 2019-12-01

Reinventing The Social Scientist And Humanist In The Era Of Big Data written by Susan Brokensha and has been published by UJ Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-12-01 with Social Science categories.

This book explores the big data evolution by interrogating the notion that big data is a disruptive innovation that appears to be challenging existing epistemologies in the humanities and social sciences. Exploring various (controversial) facets of big data such as ethics, data power, and data justice, the book attempts to clarify the trajectory of the epistemology of (big) data-driven science in the humanities and social sciences.

Management Participation And Entrepreneurship In The Cultural And Creative Sector

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Author : Martin Piber
language : en
Publisher: Springer Nature
Release Date : 2020-06-24

Management Participation And Entrepreneurship In The Cultural And Creative Sector written by Martin Piber and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-06-24 with Business & Economics categories.

This book elucidates and maps the societal impact of experience and heritage, participation, and entrepreneurship in the cultural sector. The contributions address and explore the relevance of culture, cultural entities, and heritage as collective memories and reservoirs of experience for other social systems, change and societal innovators like entrepreneurs. Insofar, cultural activities can be understood as a bridge between past experiences and future challenges. The first key focus is the participation of people in various contexts, initiatives, and projects. Such participation unleashes creativity and connects different societal layers – culture, economy, and innovation. Accordingly, a second focus is the entrepreneurial efforts and ideas that originate within arts and culture. Readers will find critical empirical and theoretical studies that challenge the current understandings of the cultural sector from different theoretical perspectives and with different methodological approaches. A variety of topics are explored within the thematic areas of cultural heritage, managerial practices, participation, and cultural entrepreneurship, as well as their inter-relations. Ultimately the aim is to provide the reader with a better understanding of the sometimes conflicting, sometimes mutually fertilizing areas of the arts, culture, business, management, and innovation. The book will be of interest to scholars, students, professionals, and policymakers.

Programming Big Data Applications Scalable Tools And Frameworks For Your Needs

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Author : Domenico Talia
language : en
Publisher: World Scientific
Release Date : 2024-05-03

Programming Big Data Applications Scalable Tools And Frameworks For Your Needs written by Domenico Talia and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-03 with Computers categories.

In the age of the Internet of Things and social media platforms, huge amounts of digital data are generated by and collected from many sources, including sensors, mobile devices, wearable trackers and security cameras. These data, commonly referred to as big data, are challenging current storage, processing and analysis capabilities. New models, languages, systems and algorithms continue to be developed to effectively collect, store, analyze and learn from big data.Programming Big Data Applications introduces and discusses models, programming frameworks and algorithms to process and analyze large amounts of data. In particular, the book provides an in-depth description of the properties and mechanisms of the main programming paradigms for big data analysis, including MapReduce, workflow, BSP, message passing, and SQL-like. Through programming examples it also describes the most used frameworks for big data analysis like Hadoop, Spark, MPI, Hive and Storm. Each of the different systems is discussed and compared, highlighting their main features, their diffusion (both within their community of developers and among users), and their main advantages and disadvantages in implementing big data analysis applications.

Linguistic Perspectives On The Construction Of Meaning And Knowledge

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Author : Elke Diedrichsen
language : en
Publisher: Cambridge Scholars Publishing
Release Date : 2019-09-24

Linguistic Perspectives On The Construction Of Meaning And Knowledge written by Elke Diedrichsen and has been published by Cambridge Scholars Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-09-24 with Language Arts & Disciplines categories.

This book is an exploration of the dimensions of meaning in language from several important perspectives that are of major interest to scholars today, bringing together studies from the realms of linguistic pragmatics, semantics, ontological knowledge engineering, and computational linguistics. Situated within modern functional-cognitive constructional-ontological and computational paradigms, the analyses here are supported by authentic language data, including corpus data, from a rich set of languages. Context and situation play an important but complex role in meaning elaboration. The role of context and situation is elusive and has proved difficult to elucidate with respect to meaning and knowledge representation. This volume provides evidence of the nature of the, often rapid, emergence of meaning in the digital world of the internet, social media, and Internet memes. The use of computational avatars and the rise of human language technologies, including big data and digital corpora, have made the construction of meaning and human language understanding essential to the work of linguists, cognitive scientists and computer scientists who are increasingly working together in collaborative teams to share insights.

Big Data In Education

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Author : Ben Williamson
language : en
Publisher: SAGE
Release Date : 2017-07-24

Big Data In Education written by Ben Williamson and has been published by SAGE this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-07-24 with Education categories.

Big data has the power to transform education and educational research. Governments, researchers and commercial companies are only beginning to understand the potential that big data offers in informing policy ideas, contributing to the development of new educational tools and innovative ways of conducting research. This cutting-edge overview explores the current state-of-play, looking at big data and the related topic of computer code to examine the implications for education and schooling for today and the near future. Key topics include: · The role of learning analytics and educational data science in schools · A critical appreciation of code, algorithms and infrastructures · The rise of ‘cognitive classrooms’, and the practical application of computational algorithms to learning environments · Important digital research methods issues for researchers This is essential reading for anyone studying or working in today′s education environment!

Global Inequalities

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Author : Orkan Köyağasıoğlu
language : en
Publisher: IJOPEC PUBLICATION
Release Date : 2020-06-24

Global Inequalities written by Orkan Köyağasıoğlu and has been published by IJOPEC PUBLICATION this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-06-24 with Political Science categories.

Globalization is characterized by a systemic interconnection in which what hapInequality has been on the rise across the globe and living conditions are vastly unequal between different places in the world. Currently, the richest 1% own 45% of the world’s wealth. The consequence is that some people are able to enjoy healthy, wealthy, happy lives whilst others continue to live in ill-health, poverty and sorrow. Rapid economic growth in Asia (particularly China and India) has lifted many people out of extreme poverty. Nevertheless, the wealth divide is steadily growing. According to Oxfam, between 2009 and 2018, the number of billionaires it took to equal the wealth of the world’s poorest 50 percent fell from 380 to 26. Those with extreme wealth have often accumulated their fortunes on the backs of people around the world who work for poor wages and under dangerous conditions. Women are scarce at the top and overrepresented at the bottom. Gender discrimination in the workplace contributes significantly to these persistent economic divides. There are also large differences in wealth across racial groups. Long-standing racial discrimination in many forms, including in education, hiring, and pay practices contribute to persistent earnings gaps. Inequalities have dramatically strengthened the economic and political power of those individuals at the top.

Big Data Analytics

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Author : Ulrich Matter
language : en
Publisher: CRC Press
Release Date : 2023-09-04

Big Data Analytics written by Ulrich Matter and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-09-04 with Mathematics categories.

Successfully navigating the data-driven economy presupposes a certain understanding of the technologies and methods to gain insights from Big Data. This book aims to help data science practitioners to successfully manage the transition to Big Data. Building on familiar content from applied econometrics and business analytics, this book introduces the reader to the basic concepts of Big Data Analytics. The focus of the book is on how to productively apply econometric and machine learning techniques with large, complex data sets, as well as on all the steps involved before analysing the data (data storage, data import, data preparation). The book combines conceptual and theoretical material with the practical application of the concepts using R and SQL. The reader will thus acquire the skills to analyse large data sets, both locally and in the cloud. Various code examples and tutorials, focused on empirical economic and business research, illustrate practical techniques to handle and analyse Big Data. Key Features: - Includes many code examples in R and SQL, with R/SQL scripts freely provided online. - Extensive use of real datasets from empirical economic research and business analytics, with data files freely provided online. - Leads students and practitioners to think critically about where the bottlenecks are in practical data analysis tasks with large data sets, and how to address them. The book is a valuable resource for data science practitioners, graduate students and researchers who aim to gain insights from big data in the context of research questions in business, economics, and the social sciences.

Digital Technologies In The New Socio Economic Reality

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Author : Svetlana Igorevna Ashmarina
language : en
Publisher: Springer Nature
Release Date : 2021-11-16

Digital Technologies In The New Socio Economic Reality written by Svetlana Igorevna Ashmarina and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-11-16 with Technology & Engineering categories.

This book contains contributions from the IX International Scientific Conference “Digital Transformation of the Economy: Challenges, Trends and New Opportunities,” which was organized by Samara State University of Economics (SSEU, Samara, Russia), 2021, and devoted to the 90th anniversary of this higher education institution. Digital technologies became even more in demand during the pandemic, when companies, state authorities, and educational organizations were forced to switch to a remote format of work. The “forced” digitization of the usual ways of activity required rapid and decisive changes. Understanding the ongoing digital transformation implies the relevance of further in-depth research of this issue in the context of various socioeconomic systems, interdisciplinary interactions, and cooperation between scientists and practitioners. The book is an attempt to analyze these changes and consider them from the point of view of various scientific areas (economics, management, education, law, sociology, and others). This book addresses theoretical and practical aspects by studying the digital technology application in terms of the new socioeconomic reality development: big data in the digital economy, data collection and exchange, artificial intelligence, intelligent communications, digital platforms and strategies for the sustainable development of socioeconomic systems, and new requirements of professional and business education. It provides significant value for scientists, teachers, and students of higher educational institutions.

Data Science And Big Data Analytics

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Author : EMC Education Services
language : en
Publisher: John Wiley & Sons
Release Date : 2015-01-05

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 2015-01-05 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!