4.2 Review

Measuring migration 2.0: a review of digital data sources

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Demography

Combining Social Media and Survey Data to Nowcast Migrant Stocks in the United States

Monica Alexander et al.

Summary: Measuring and forecasting migration patterns is important for understanding population trends, designing effective policies, and allocating resources. This paper proposes a statistical framework that combines social media data with traditional survey data to produce timely predictions of migrant stocks. The model shows better performance compared to alternatives that solely rely on either social media or survey data.

POPULATION RESEARCH AND POLICY REVIEW (2022)

Article International Relations

Digital Authoritarianism and the Future of Human Rights

Tiberiu Dragu et al.

Summary: Advances in digital technology have significant implications for the future of human rights and authoritarian rule, potentially strengthening authoritarian control and leading to increased human rights abuses to prevent opposition mobilization. This has broad implications for the human rights regime, democratization efforts, and the interpretation of recent declines in violent human rights abuses.

INTERNATIONAL ORGANIZATION (2021)

Article Demography

International migration management in the age of artificial intelligence

Ana Beduschi

Summary: The article explores the potential impact of artificial intelligence on international migration management, suggesting that AI technology can deepen existing asymmetries between states, modernize traditional practices of migration management, and emphasize evidence-based migration management and border security. Additionally, it discusses the main challenges of using AI solutions in this field.

MIGRATION STUDIES (2021)

Article Computer Science, Artificial Intelligence

Human migration: the big data perspective

Alina Sirbu et al.

Summary: This paper explores how big data can assist in understanding the migration phenomenon, focusing on the journey, stay, and effects of migration on source countries. Traditional and novel data sources and models are compared across different phases of migration, aiming to provide a basis for a novel multi-level integration index.

INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS (2021)

Article Psychology, Biological

Mapping global variation in human mobility

Moritz U. G. Kraemer et al.

NATURE HUMAN BEHAVIOUR (2020)

Article Engineering, Civil

Monitoring Urban Expansion as a Result of Refugee Fluxes in North Jordan Using Remote Sensing Techniques

Nawras Shatnawi et al.

JOURNAL OF URBAN PLANNING AND DEVELOPMENT (2020)

Article Multidisciplinary Sciences

A general approach to detecting migration events in digital trace data

Guanghua Chi et al.

PLOS ONE (2020)

Article Economics

Searching for a better life: Predicting international migration with online search keywords

Marcus H. Boehme et al.

JOURNAL OF DEVELOPMENT ECONOMICS (2020)

Article Computer Science, Information Systems

Assessing the effectiveness of flying ad hoc networks for international border surveillance

Fayez Al Fayez et al.

INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS (2019)

Article Mathematics, Interdisciplinary Applications

Dissecting global air traffic data to discern different types and trends of transnational human mobility

Lorenzo Gabrielli et al.

EPJ DATA SCIENCE (2019)

Article Multidisciplinary Sciences

Quantifying international human mobility patterns using Facebook Network data

Spyridon Spyratos et al.

PLOS ONE (2019)

Article Computer Science, Information Systems

Towards an integrated science of movement: converging research on animal movement ecology and human mobility science

Harvey J. Miller et al.

INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE (2019)

Article Demography

Linking Migration Intentions with Flows: Evidence and Potential Use

Jasper Tjaden et al.

INTERNATIONAL MIGRATION (2019)

Article Business

Complex network analysis for international talent mobility based on bibliometrics

Yinqiu Wang et al.

INTERNATIONAL JOURNAL OF INNOVATION SCIENCE (2019)

Proceedings Paper Computer Science, Theory & Methods

Forecasting US Domestic Migration Using Internet Search Queries

Allen Yilun Lin et al.

WEB CONFERENCE 2019: PROCEEDINGS OF THE WORLD WIDE WEB CONFERENCE (WWW 2019) (2019)

Editorial Material Multidisciplinary Sciences

Crunch time for data

Gabriel Popkin

NATURE (2018)

Review Multidisciplinary Sciences

Humanitarian applications of machine learning with remote-sensing data: review and case study in refugee settlement mapping

John A. Quinn et al.

PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES (2018)

Article Public, Environmental & Occupational Health

Using Google Location History data to quantify fine-scale human mobility

Nick Warren Ruktanonchai et al.

INTERNATIONAL JOURNAL OF HEALTH GEOGRAPHICS (2018)

Article Geography

The globalisation of scientific mobility, 1970-2014

Mathias Czaika et al.

APPLIED GEOGRAPHY (2018)

Editorial Material Multidisciplinary Sciences

Migration tracking is a mess

Huub Dijstelbloem

NATURE (2017)

Article Environmental Sciences

Stratified Template Matching to Support Refugee Camp Analysis in OBIA Workflows

Dirk Tiede et al.

REMOTE SENSING (2017)

Article Demography

Leveraging Facebook's Advertising Platform to Monitor Stocks of Migrants

Emilio Zagheni et al.

POPULATION AND DEVELOPMENT REVIEW (2017)

Proceedings Paper Computer Science, Information Systems

Using Twitter Data to Estimate the Relationships between Short-term Mobility and Long-term Migration

Lee Fiorio et al.

PROCEEDINGS OF THE 2017 ACM WEB SCIENCE CONFERENCE (WEBSCI '17) (2017)

Editorial Material Multidisciplinary Sciences

International migration under the microscope

Frans Willekens et al.

SCIENCE (2016)

Review Development Studies

Big Data for Development: A Review of Promises and Challenges

Martin Hilbert

DEVELOPMENT POLICY REVIEW (2016)

Article Multidisciplinary Sciences

Returners and explorers dichotomy in human mobility

Luca Pappalardo et al.

NATURE COMMUNICATIONS (2015)

Article Information Science & Library Science

Beyond the hype: Big data concepts, methods, and analytics

Amir Gandomi et al.

INTERNATIONAL JOURNAL OF INFORMATION MANAGEMENT (2015)

Article Computer Science, Interdisciplinary Applications

A bibliometric approach to tracking international scientific migration

Henk F. Moed et al.

SCIENTOMETRICS (2014)

Article Social Sciences, Interdisciplinary

Big Data ethics

Andrej Zwitter

BIG DATA & SOCIETY (2014)

Article Statistics & Probability

Integrated Modeling of European Migration

James Raymer et al.

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2013)

Article Demography

Explaining emigration intentions and behaviour in the Netherlands, 2005-10

Hendrik P. van Dalen et al.

POPULATION STUDIES-A JOURNAL OF DEMOGRAPHY (2013)

Article Multidisciplinary Sciences

Limits of Predictability in Human Mobility

Chaoming Song et al.

SCIENCE (2010)