Networks, Crowds and Markets: Reasoning about a Highly Connected World

Graph Theory and Social Networks Graphs Strong and Weak Ties Networks in Their Surrounding Contexts Positive and Negative Relationships Game Theory Games Evolutionary Game Theory Modeling Network Traffic using Game Theory Auctions Markets and Strategic Interaction in Networks Matching Markets Network Models of Markets with Intermediaries Bargaining and Power in Networks Information Networks and the World Wide Web The Structure of the Web Link Analysis and Web Search Sponsored Search Markets Network Dynamics: Population Models Information Cascades Network Effects Power Laws and Rich-Get-Richer Phenomena Network Dynamics: Structural Models Cascading Behavior in Networks The Small-World Phenomenon Epidemics Institutions and Aggregate Behavior Markets and Information Voting Property Rights