Credit decision tool using mobile application data for microfinance in agriculture

Business & Economics

• Support Vector Machine 65%
• Mobile Applications 61%
• Microfinance 54%
• Credit 48%
• Kernel 46%
• Agriculture 38%
• Radial Basis Function 36%
• Mobile Phone 35%
• Farm 21%
• Farmers 20%
• Smallholder Agriculture 20%
• Agricultural Productivity 19%
• Loans 19%
• Food Security 18%
• Unbanked 18%
• Logistic Regression 18%
• Geographic Information Systems 16%
• Consumer Credit 16%
• Water Resources 15%
• Soil 14%
• Personal Information 14%
• Systems Analysis 14%
• Poverty Reduction 13%
• Big Data 12%
• Alternatives 12%
• Performance 4%

Mathematics

• Mobile Applications 100%
• Agriculture 71%
• Support Vector Machine 38%
• Mobile Phone 35%
• Receiver 24%
• Radial Basis Function 23%
• kernel 20%
• Geographic Information Systems 16%
• Water Resources 15%
• Poverty 14%
• Productivity 13%
• Alternatives 12%
• Curve 12%
• Soil 12%
• Systems Analysis 12%
• Multiple Regression 12%
• Logistic Regression 11%
• History 9%
• Performance 6%
• Model 3%

Engineering & Materials Science

• Agriculture 56%
• Support vector machines 41%
• Farms 33%
• Cellular telephones 32%
• Water resources 21%
• Logistic regression 19%
• Geographic information systems 17%
• Big data 15%
• Productivity 13%
• Soils 13%
• Systems analysis 12%
• Set theory 10%