Predict Migration using Machine Learning

Migration prediction plays a crucial role in understanding global movement patterns and assisting policymakers in planning for demographic changes. This project aims to analyze historical migration data and predict future migration trends based on various factors such as country, citizenship, and year. The application uses machine learning models to provide accurate predictions by identifying patterns in migration data. The GUI enables users to input relevant details and obtain migration forecasts, which can aid in decision-making for governments, researchers, and policymakers. By leveraging machine learning, this system enhances the accuracy of migration predictions and helps in better planning and resource allocation.

Authors

Publication Details

Journal
International Journal on Science and Technology
Published
2025-03-21
DOI
https://doi.org/10.71097/ijsat.v16.i1.2612
Citations
1
Primary Topic
Human Mobility and Location-Based Analysis
Type
article
Field-Weighted Citation Impact
2.18
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article

Predict Migration using Machine Learning

M. Vidhya, Govardhan Yapamanu -, Krishna Reddy Thugutla -, Vamsi Undela - et al.
1 citations
International Journal on Science and Technology
Human Mobility and Location-Based Analysis
2.18
article

Predict Migration using Machine Learning

M. Vidhya, Govardhan Yapamanu -, Krishna Reddy Thugutla -, Vamsi Undela -, Mrs.R. Selvameena -
article en
1 citations

Abstract

Migration prediction plays a crucial role in understanding global movement patterns and assisting policymakers in planning for demographic changes. This project aims to analyze historical migration data and predict future migration trends based on various factors such as country, citizenship, and year. The application uses machine learning models to provide accurate predictions by identifying patterns in migration data. The GUI enables users to input relevant details and obtain migration forecasts, which can aid in decision-making for governments, researchers, and policymakers. By leveraging machine learning, this system enhances the accuracy of migration predictions and helps in better planning and resource allocation.

International Journal on Science and TechnologyVol. 16(1)
Openalex Percentile: Top 15%
Human Mobility and Location-Based Analysis
2.18
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