Data Science For Migration And Mobility

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Data Science For Migration And Mobility

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Author : Albert Ali Salah
language : en
Publisher: Oxford University Press, USA
Release Date : 2023-02-10

Data Science For Migration And Mobility written by Albert Ali Salah and has been published by Oxford University Press, USA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-02-10 with categories.

Migration is a complex phenomenon with multi-dimensional factors. With ever-expanding data storage and processing capabilities, new data sources (such as social media, mobile call data records, and satellite imaging) are becoming available to study migration from both qualitative and quantitative perspectives. Data Science for Migration and Mobility addresses the needs of both migration scholars who stand to benefit from the analysis of these new sources but lack the computational tools, as well as data scientists who have practical and theoretical knowledge in dealing with these data sources but have no familiarity with the relevant questions of migration research. It describes the main conceptual frameworks, explains techniques of data collection and processing, provides case studies, discusses the strengths and limitations of each data source, and critically discusses the ethical, legal, and privacy-related issues specific to each data source.

Data Science For Migration And Mobility

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Author : Albert Ali Salah
language : en
Publisher: Liverpool University Press
Release Date : 2022-11-10

Data Science For Migration And Mobility written by Albert Ali Salah and has been published by Liverpool University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-11-10 with Reference categories.

Data Science for Migration and Mobility provides an interdisciplinary introduction to the usage of new data sources in migration and mobility research, including mobile phone records, social media content, satellite images, event and financial databases.

Guide To Mobile Data Analytics In Refugee Scenarios

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Author : Albert Ali Salah
language : en
Publisher: Springer Nature
Release Date : 2019-09-06

Guide To Mobile Data Analytics In Refugee Scenarios written by Albert Ali Salah and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-09-06 with Computers categories.

After the start of the Syrian Civil War in 2011–12, increasing numbers of civilians sought refuge in neighboring countries. By May 2017, Turkey had received over 3 million refugees — the largest refugee population in the world. Some lived in government-run camps near the Syrian border, but many have moved to cities looking for work and better living conditions. They faced problems of integration, income, welfare, employment, health, education, language, social tension, and discrimination. In order to develop sound policies to solve these interlinked problems, a good understanding of refugee dynamics isnecessary. This book summarizes the most important findings of the Data for Refugees (D4R) Challenge, which was a non-profit project initiated to improve the conditions of the Syrian refugees in Turkey by providing a database for the scientific community to enable research on urgent problems concerning refugees. The database, based on anonymized mobile call detail records (CDRs) of phone calls and SMS messages of one million Turk Telekom customers, indicates the broad activity and mobility patterns of refugees and citizens in Turkey for the year 1 January to 31 December 2017. Over 100 teams from around the globe applied to take part in the challenge, and 61 teams were granted access to the data. This book describes the challenge, and presents selected and revised project reports on the five major themes: unemployment, health, education, social integration, and safety, respectively. These are complemented by additional invited chapters describing related projects from international governmental organizations, technological infrastructure, as well as ethical aspects. The last chapter includes policy recommendations, based on the lessons learned. The book will serve as a guideline for creating innovative data-centered collaborations between industry, academia, government, and non-profit humanitarian agencies to deal with complex problems in refugee scenarios. It illustrates the possibilities of big data analytics in coping with refugee crises and humanitarian responses, by showcasing innovative approaches drawing on multiple data sources, information visualization, pattern analysis, and statistical analysis.It will also provide researchers and students working with mobility data with an excellent coverage across data science, economics, sociology, urban computing, education, migration studies, and more.

Methodologies And Ethics For Social Sciences Research

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Author : Demircioğlu, Aytekin
language : en
Publisher: IGI Global
Release Date : 2024-01-16

Methodologies And Ethics For Social Sciences Research written by Demircioğlu, Aytekin and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-01-16 with Social Science categories.

Ethics, the moral compass guiding our actions, stands at the core of academic integrity. In the field of social sciences research, ethical violations persist as a silent threat, overshadowing the pursuit of knowledge. Uncovering the pervasive challenges, Methodologies and Ethics for Social Sciences Research boldly addresses the often-overlooked ethical breaches within scientific research. From plagiarism to the distortion of data, the book meticulously dissects common ethical pitfalls, emphasizing their significance in maintaining the credibility and trustworthiness of research outcomes. Recognizing the global nature of academic endeavors, the book sheds light on the cultural factors influencing ethical considerations, fostering a collective awareness among scholars. Methodologies and Ethics for Social Sciences Research transcends geographical boundaries, offering a comprehensive exploration of research methodologies in social sciences. It equips researchers, academics, teachers, and students with the tools to navigate the intricate terrain of scientific inquiry while upholding ethical standards. With a focus on the multicultural perspective, the book features contributions from academics worldwide, enriching the narrative with diverse experiences and insights. By incorporating practical examples of ethical violations from different countries, it not only highlights common ethical dilemmas but also provides a foundation for a shared global understanding of research ethics.

Handbook Of Research Methods In Migration

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Author : William L. Allen
language : en
Publisher: Edward Elgar Publishing
Release Date : 2024-10-03

Handbook Of Research Methods In Migration written by William L. Allen and has been published by Edward Elgar Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-03 with Social Science categories.

In this thoroughly revised and updated second edition, William Allen and Carlos Vargas-Silva bring together a diverse range of experts to explore the latest research methods in migration studies, taking stock of major changes that have been salient for migration research—as well as the social sciences more broadly—in the last decade. Spanning a variety of different methodologies, this second edition of the Handbook of Research Methods in Migration provides practical guidance on designing, completing, and communicating migration research, considering diverse audiences including migrants themselves. This title contains one or more Open Access chapters.

Data Science Human Science And Ancient Gods

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Author : Sandra Blakely
language : en
Publisher: Lockwood Press
Release Date : 2023-05-01

Data Science Human Science And Ancient Gods written by Sandra Blakely and has been published by Lockwood Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-05-01 with History categories.

The studies in this volume share a focus on religion in the ancient Mediterranean world: How ritual, myth, spectatorship, and travel reflect the continual interaction of human beings with the richly fictive beings who defined the boundaries of groups, access to the past, and mobility across land and seascapes. They share as well the methodological exploration of the intersection between human sciencesthe integration of numerous disciplines around the study of all aspects of human life from the biological to the culturaland the study of the past. In so doing, they continue a long dialogue that engages with critical models derived from specializations within history, philology, archaeology, sociology, and anthropology, and addresses, increasingly, the potentialities and pitfalls of quantitative and digital analyses. Many of the threads in this long conversation inform these chapters: the comparative project, human social evolution, disciplinary reflexivity, religion as an embedded, functional, and structural system, and the role for agency, networks, and materiality.

Smart Borders Digital Identity And Big Data

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Author : Emre Eren Korkmaz
language : en
Publisher: Policy Press
Release Date : 2024-01-11

Smart Borders Digital Identity And Big Data written by Emre Eren Korkmaz and has been published by Policy Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-01-11 with Science categories.

In recent years, UN agencies, global tech corporations, states and humanitarian NGOs have invested in surveillance technologies to support migrant communities and streamline their management. This book reveals the way in which they grant extensive powers to states and big tech corporations to control communities.

The Palgrave Handbook Of Youth Mobility And Educational Migration

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Author : David Cairns
language : en
Publisher: Springer Nature
Release Date : 2021-03-25

The Palgrave Handbook Of Youth Mobility And Educational Migration written by David Cairns and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-03-25 with Social Science categories.

This handbook provides an overview of developments in the youth mobility and migration research field, with specific emphasis on movement for education, work and training purposes, encompassing exchanges sponsored by institutions, governments and international agencies, and free movement. The collection features over 30 theoretically and empirically-based discussions of the meaning and key aspects of various forms of mobility as practiced in contemporary societies, and concludes with an exploration of the costs and benefits of moving abroad to individuals and societies at a time when the viability of free circulation is being called into question. The geographical scope of the book covers Europe, Asia, Australia and the Americas, and takes into account socio-economic and regional inequalities, as well as recent developments such as the refugee crisis, Brexit and the Covid-19 pandemic. The book integrates the fields of youth mobility and migration studies, creating opportunities for the establishment of a new paradigm for understanding the spatial circulation of youth and young adults in the twenty-first century.

Handbook Of Computational Social Science For Policy

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Author : Eleonora Bertoni
language : en
Publisher: Springer Nature
Release Date : 2023-01-23

Handbook Of Computational Social Science For Policy written by Eleonora Bertoni and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-01-23 with Computers categories.

This open access handbook describes foundational issues, methodological approaches and examples on how to analyse and model data using Computational Social Science (CSS) for policy support. Up to now, CSS studies have mostly developed on a small, proof-of concept, scale that prevented from unleashing its potential to provide systematic impact to the policy cycle, as well as from improving the understanding of societal problems to the definition, assessment, evaluation, and monitoring of policies. The aim of this handbook is to fill this gap by exploring ways to analyse and model data for policy support, and to advocate the adoption of CSS solutions for policy by raising awareness of existing implementations of CSS in policy-relevant fields. To this end, the book explores applications of computational methods and approaches like big data, machine learning, statistical learning, sentiment analysis, text mining, systems modelling, and network analysis to different problems in the social sciences. The book is structured into three Parts: the first chapters on foundational issues open with an exposition and description of key policymaking areas where CSS can provide insights and information. In detail, the chapters cover public policy, governance, data justice and other ethical issues. Part two consists of chapters on methodological aspects dealing with issues such as the modelling of complexity, natural language processing, validity and lack of data, and innovation in official statistics. Finally, Part three describes the application of computational methods, challenges and opportunities in various social science areas, including economics, sociology, demography, migration, climate change, epidemiology, geography, and disaster management. The target audience of the book spans from the scientific community engaged in CSS research to policymakers interested in evidence-informed policy interventions, but also includes private companies holdingdata that can be used to study social sciences and are interested in achieving a policy impact.

Artificial Intelligence Data Science And Applications

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Author : Yousef Farhaoui
language : en
Publisher: Springer Nature
Release Date : 2024-03-04

Artificial Intelligence Data Science And Applications written by Yousef Farhaoui and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-03-04 with Computers categories.

This book is to provide a comprehensive reference for professionals in the field of data science and applications: artificial intelligence, big data, IoT, and blockchain. In summary, this book is expected to function as a helpful resource and manual, enabling readers to navigate the intricate domain of artificial intelligence, the Internet of things (IoT), and blockchain in smart environments. This book covers many topics related to integrating AI, IoT, blockchain, and smart environments. It begins by laying a solid foundation, introducing each technology's fundamental concepts and principles. Subsequent chapters explore applications and real-world use cases, demonstrating how AI, IoT, and blockchain can effectively address critical challenges within data science and applications.