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GeoAI in Social Science
- Source :
- Handbook of Spatial Analysis in the Social Sciences, 291 (2022)
- Publication Year :
- 2023
-
Abstract
- GeoAI, or geospatial artificial intelligence, is an exciting new area that leverages artificial intelligence (AI), geospatial big data, and massive computing power to solve problems with high automation and intelligence. This paper reviews the progress of AI in social science research, highlighting important advancements in using GeoAI to fill critical data and knowledge gaps. It also discusses the importance of breaking down data silos, accelerating convergence among GeoAI research methods, as well as moving GeoAI beyond geospatial benefits.<br />Comment: Artificial Intelligence; social science; deep learning; convergence; knowledge graph
Details
- Database :
- arXiv
- Journal :
- Handbook of Spatial Analysis in the Social Sciences, 291 (2022)
- Publication Type :
- Report
- Accession number :
- edsarx.2401.05398
- Document Type :
- Working Paper