Analyzing Social Exchange Motives With Theory-Driven Data and Machine Learning

Computer Science

• Machine Learning 100%
• Logistic Regression 66%
• Random Decision Forest 33%
• Decision Trees 33%
• Support Vector 33%
• Decision-Making 33%
• Multilayer Perceptron 33%
• Nave Bayes 33%

Psychology

• Hidden Markov Model 100%
• Decision Making 50%
• Gaussian Distribution 50%
• Prosocial Behavior 50%
• Altruism 50%
• Educational Game 50%

Keyphrases

• Exchange Motive 100%
• Experimental Games 25%
• Parochial Altruism 25%
• Individual Motivation 25%
• Game Context 25%
• Human-agent Collaboration 25%