1 |
Introduction to Social, Economic, and Technological Networks |
Gladwell, Malcolm. The Tipping Point: How Little Things Can Make a Big Difference. Back Bay Books, 2002. ISBN: 9780316346627. Chapters 1–2.
Barabasi, Albert-Laszlo. Linked: How Everything Is Linked to Everything Else and What It Means for Business, Science and Everyday Life. Penguin Books, 2014. ISBN: 9780465085736. Chapters 1–4.
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2–3 |
Network Representations, Measures, and Metrics |
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4–6 |
Linear Dynamical Systems, Markov Chains, and Centralities |
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7 |
Dynamics Over Graph: Spread of Information and Distributed Computation |
Barabasi, Albert-Laszlo. Linked: How Everything Is Linked to Everything Else and What It Means for Business, Science and Everyday Life. Penguin Books, 2014. ISBN: 9780465085736. Chapters 5–7.
Gladwell, Malcolm. The Tipping Point: How Little Things Can Make a Big Difference. Back Bay Books, 2002. ISBN: 9780316346627. Chapter 6.
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8 |
Graph Decomposition and Cluttering |
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9–11 |
Random Graph Models |
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12 |
Generative Graph Models |
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13–14 |
Introduction to Game Theory |
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15 |
Traffic Flow and Congestion Games |
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16 |
Network Effects (I) |
Schelling, Thomas. Micromotives and Macrobehavior. WW Norton & Co., 2006. Chapter 1. ISBN: 9780393329469.
Surowiecki, James. The Wisdom of Crowds: Why the Many Are Smarter Than the Few and How Collective Wisdom Sharpens Business, Economies, Societies, and Nations. Anchor, 2005. ISBN: 9780385721707. Chapter 7.
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17 |
Network Effects (II) |
Bramoullé, Yann, Rachel Kranton, and Martin D'Amours. "Strategic Interaction and Networks." American Economic Review, 104 (2014): 898-930.
Ballester, Coralio, Antoni Calvó-Armengol, and Yves Zenou. “ Who’s Who in Networks. Wanted: The Key Player (PDF).” 2005.
Candogan, Ozan, Kostas Bimpikis, and Asuman Ozdaglar. “ Optimal Pricing in Networks with Externalities (PDF).” Operations Research 60, no. 4 (2012): 883–905.
Goyal, Sanjeev. Connections: An Introduction to the Economics of Networks. Princeton University Press, 2009. ISBN: 9780691141183. Chapter 3.
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18 |
Networked Markets |
Mihai, Manea. “ Bargaining in Stationary Networks (PDF - 1.1MB).” American Economic Review 101 (2011): 2042–2080.
Acemoglu, Daron, Vasco Carvalho, et al. “ The Network Origins of Aggregate Fluctuations (PDF).” Econometrica 80, no. 5 (2012): 1977–2016.
Parker, Gregory, Marshall Van Alstyne, and Sangeet Choudary. Platform Revolution: How Networked Markets are Transforming the Economy and How to Make Them Work for You. W. W. Norton & Company, 2016. ISBN: 9780393354355.
Evans, David and Richard Schmalensee. The Matchmakers: The New Economics of Multisided Platforms Harvard Business Review Press, 2016. ISBN: 9781633691728.
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19 |
Repeated Games, Cooperation, and Strategic Network Formation |
Goyal, Sanjeev. Connections: An Introduction to the Economics of Networks. Princeton University Press, 2009. ISBN: 9780691141183. Chapters 7–10.
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20–21 |
Diffusion Models and Contagion |
Gladwell, Malcolm. The Tipping Point: How Little Things Can Make a Big Difference. Back Bay Books, 2002. ISBN: 9780316346627. Chapters 3 and 6.
Barabasi, Albert-Laszlo. Linked: How Everything Is Linked to Everything Else and What It Means for Business, Science and Everyday Life. Penguin Books, 2014. ISBN: 9780465085736. Chapter 10.
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22–24 |
Games with Incomplete Information and Introduction to Social Learning, Herding, and Informational Cascades |
Golub, Ben, and Evan Sadler. "Learning in Social Networks." In The Oxford Handbook of the Economics of Networks. Oxford University Press, 2016.
Acemoglu, Daron, Munther Dahleh, et al. " Bayesian Learning in Social Networks (PDF - 12.5MB)." Review of Economic Studies 78 (2011): 1201–1236.
Golub, Benjamin and Matthew Jackson. “ Naïve Learning in Social Networks and the Wisdom of Crowds.” Microeconomics 2, no. 1 (2010): 112–149.
Goyal, Sanjeev. Connections: An Introduction to the Economics of Networks. Princeton University Press, 2009. ISBN: 9780691141183. Chapter 5.
Surowiecki, James. The Wisdom of Crowds: Why the Many Are Smarter Than the Few and How Collective Wisdom Sharpens Business, Economies, Societies, and Nations. Anchor, 2005. ISBN: 9780385721707. Chapters 1–4.
Gladwell, Malcolm. The Tipping Point: How Little Things Can Make a Big Di
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