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VS: Steuerung technischer Systeme: PWB-ST-VS: Algorithms for Economics and Politics & Economics and Politics of Algorithms- Dozentinnen/Dozenten
- Prof. Dr. Andreas Jungherr, Prof. Dr. Florian Herold
- Angaben
- Vorlesung/Seminar
Rein Präsenz
2 SWS, Unterrichtssprache Englisch
Zeit und Ort: Mo 10:00 - 12:00, F21/03.81
- Inhalt
- This course (lecture + tutorial) offers an introduction to key concepts of algorithmic design and computations complexity in the context of economics and politics: algorithmic learning and decision making, mechanism- and market design, networks, simulations, public key cryptography, digital signatures, and electronic voting.
Topics (tentative):
• Introduction to Algorithms and Computational Complexity
• The Gale-Shapley Algorithm and Matching Markets
• Basics of Network Theory and the Page-Rank Algorithm
• Decision Making under Uncertainty, Bayes Rule, and Learning
• Micro-targeting in Political Campaigns
• Algorithmic Amplification, Attention, Newsfeed, Social Signals
• Big Data, Data Scoring, Risk Predictions, Insurance, and Inequality
• Basic Ideas of Mechanism Design, Auctions, and Algorithmic Game Theory
• Hash Functions, Public Key Cryptography, Digital Signatures, Blockchain, Electronic Voting
• Basics of Network Theory and the Page-Rank Algorithm
• Decision Making under Uncertainty, Bayes Rule, and Learning
• Micro-targeting in Political Campaigns
• Algorithmic Amplification, Attention, Newsfeed, Social Signals
• Big Data, Data Scoring, Risk Predictions, Insurance, and Inequality
• Basic Ideas of Mechanism Design, Auctions, and Algorithmic Game Theory
• Hash Functions, Public Key Cryptography, Digital Signatures, Blockchain, Electronic Voting
- Empfohlene Literatur
- Dasgupta, S., C. Papadimitriou, and U. Vazirani (2006), Algorithms, Mc Graw Hill Higher Education
Roughgarden, Tim (2016),Twenty Lectures on Algorithmic Game Theory, Cambridge Univeristy Press
Moore, Christopher and Stephan Mertens (2017), The Nature of Computation, Oxford Univeristy Press
- Englischsprachige Informationen:
- Title:
- VS: Steuerung technischer Systeme: PWB-ST-VS: Algorithms for Economics and Politics & Economics and Politics of Algorithms
- Zusätzliche Informationen
- Erwartete Teilnehmerzahl: 20
- Institution: Lehrstuhl für Politikwissenschaft, insbes. Digitale Transformation
Hinweis für Web-Redakteure:
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