1 Introduction  
2 Negotiations from a Social Science Perspective  
2.1 Understanding of Human Negotiations  
2.2 Human Limitations in Negotiation  
3 Methodology Overviews  
3.1 Problem Formulation  
3.2 Strategy Modeling  
3.3 Negotiator Modeling  
3.4 Action Learning  
4 Negotiation Datasets  
4.1 Integrative Negotiation Datasets  
4.2 Distributive Negotiation Datasets  
5 Evaluation  
5.1 Goal-based Metrics  
5.2 Game-based Metrics  
5.3 Human Evaluation  
6 New Frontiers and Challenges  
7 Conclusion