20462 - SOCIAL AND ECONOMIC NETWORKS
CLMG - M - IM - MM - AFC - CLEFIN-FINANCE - CLELI - ACME - DES-ESS - EMIT - GIO
Course taught in English
Go to class group/s: 31
The emphasis of the course is on the theory, but we also illustrate matters with examples from real - world social networks.
Initially, we focus on phenomena such as search, contagion, diffusion, or learning, which can be largely conceived as non-strategic. Then, we turn to the study of strategic problems such as congestion, trade, intermediation, power, or bargaining, which display an essential strategic component and thus have to be analyzed using the tools of Game Theory.
Throughout, our main concern is to develop a formal and systematic manner of understanding how social structure (i.e. the pattern of connections) affect a wide variety of social behavior.
- Graphs: definitions and measures - basic concepts: degree, distance, component, clustering, betweenness, etc.
- Types of networks: lattice, tree/hierarchic, random,etc.
- Some real-world examples: a glimpse into its wide diversity.
- Force /mechanisms at work.
- Distance / geography.
- Link strength and intermediation.
- the social environment: homophily and socialization.
- Positive and negative relationships: structural balance.
- Diffusion and search in networks.
- Epidemics: contagion processes in a large social nerworks.
- Behavioral dynamics: frequency-dependent diffusion.
- Decentralized search in a small world: walking the web.
- Learing in networks: de Groot model.
- Information networks: the World Wide Web ( WWW ).
- Structure of the WWW.
- Web-filtering: centralized search engines & semantic webs.
- Networks and games: traffic, markets, learning and power.
- Traffic and congestion in networks.
- Matching and markets.
- Intermediation in markets.
- Bargaining and power in networks.
The final grade of the course is based on the following :
- Regularly assigned problem sets (30%);
- Final exams (70%).
- D. Easley, J. Kleinberg, Networks, Crowds, and Markets, Cambridge University Press, 2010, (Pre-print copy available at:
can be used:
- F. VEGA-REDONDO, Complex Social Networks, Cambridge University Press, 2007.
- M. JACKSON, Social and Economic Networks, Princeton University Press, 2008.
- Calculus and algebra.
- Dynamical systems.
- Game Theory.