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#Computational Social Science

Showing: 25 courses
Stanford University

Human-Centered AI for Mental Health Prediction in Social Media Data

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Exploring human-centered machine learning for ethical and compassionate mental health predictions on social media, combining Media Studies and Computer Science approaches.
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1 Lesons
1 hour 4 minutes
On-Demand
Free-Video
Stanford University

Online Communities as Model Systems for Commons Governance

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Exploring how online communities serve as laboratories for self-governance, offering insights into institutional design and functioning through computational social science approaches.
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1 Lesons
58 minutes
On-Demand
Free-Video
Santa Fe Institute

Frontiers of Computational Social Science - Agent-Based Modeling and Artificial Societies

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Explore agent-based modeling in computational social science, from playground simulations to global epidemic models, with insights on future developments in neuro-cognitive agents and their applications.
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1 Lesons
1 hour 16 minutes
On-Demand
Free-Video
Santa Fe Institute

Big Data, Global Development, and Complex Systems

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Explore how big data from everyday technologies can reveal human behavior patterns and societal trends, with applications in global development, health, and socioeconomic analysis.
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20 Lesons
1 hour 11 minutes
On-Demand
Free-Video
RWTH Center for Artificial Intelligence

Artificial Intelligence - A Universal Tool? Limits and Considerations

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Explore the potential and limitations of AI as a universal problem-solving tool with Professor Dirk Helbing. Gain insights into complex dynamic systems and alternative approaches to addressing world problems.
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1 Lesons
1 hour 2 minutes
On-Demand
Free-Video
Alan Turing Institute

Towards Human Behavior Modelling from Mobile Data - Dr. Nuria Oliver

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Exploring human behavior modeling through mobile data, covering topics like personality inference, financial responsibility, boredom detection, and crime prediction using advanced data analysis techniques.
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14 Lesons
1 hour 3 minutes
On-Demand
Free-Video
Alan Turing Institute

The Role of Computational Social Science in Policymaking - Session 6

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Expert panel explores computational social science's role in policymaking, discussing micro data, agent-based models, empirical validation, and applications in fisheries, energy, and digital twins to enhance decision-making processes.
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12 Lesons
56 minutes
On-Demand
Free-Video
Let's Code Physics

Election Simulation 5 - Instant Run-Off Voting

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Explore instant run-off voting through simulation, examining how voter preferences impact election outcomes and overall satisfaction. Learn about alternative voting systems and their effects.
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1 Lesons
28 minutes
On-Demand
Free-Video
USC Information Sciences Institute

Challenges and Opportunities in Measuring Social Constructs Using Computational Methods

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Explore challenges and opportunities in measuring social constructs computationally. Examine stance detection limitations and social media bios for identity presentation. Discuss impacts of LLMs and data sharing on future research.
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1 Lesons
1 hour 2 minutes
On-Demand
Free-Video
USC Information Sciences Institute

Uncovering and Reasoning with Implicit Mental Models

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Explore techniques to uncover shared cultural mental models from remote populations, combining linguistic analysis and surveys to identify decision-making factors and cultural norms.
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1 Lesons
57 minutes
On-Demand
Free-Video
Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)

Hacking Online Virality

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Explore strategies for manipulating online information spread and learn to identify and combat viral misinformation in complex social networks.
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1 Lesons
49 minutes
On-Demand
Free-Video
Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)

Bounded Confidence: A Deceptively Simple Model

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Explore the intriguing Bounded Confidence model, its dynamics, and applications in complex systems through examples, interpretations, and insightful discussions.
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15 Lesons
1 hour 9 minutes
On-Demand
Free-Video
Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)

Stochastic Dynamics on Networks: Insights into Opinion Polarization

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Explore stochastic dynamics on networks and gain insights into opinion polarization through advanced mathematical modeling and analysis techniques.
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1 Lesons
42 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Implementing Intersectionality in Algorithmic Fairness - Keynote Panel I

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Exploring approaches to implement intersectionality in algorithmic fairness, addressing hidden biases and unique experiences at the intersection of identities to promote equitable AI systems.
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1 Lesons
1 hour 17 minutes
On-Demand
Free-Video
Simons Institute

Human-AI Interaction in the Age of Large Language Models

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Explores LLMs' impact on human-AI interaction, focusing on computational social science and AI-assisted therapy. Demonstrates how LLMs can empower individuals and foster positive change.
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1 Lesons
59 minutes
On-Demand
Free-Video
ICTP-SAIFR

Multi-agent Models in Complex Networks - Class 4

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Explore multi-agent models in complex networks, focusing on applications to socio-economic complexity and nonlinear systems.
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1 Lesons
37 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

An Agent-Based Model to Evaluate Interventions on Online Dating Platforms to Decrease Racial Homogamy

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Explore an agent-based model evaluating interventions on dating platforms to reduce racial homogamy, examining societal impacts and potential solutions.
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12 Lesons
19 minutes
On-Demand
Free-Video
Devoxx

Signals from the Deep Web - Making Sense of Ephemeral and Anonymous Content

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Explore data scraping as an alternative to biased APIs for social media research. Learn scalable architecture for deep web data capture, topic modeling, and sentiment analysis to detect community manipulation.
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1 Lesons
50 minutes
On-Demand
Free-Video
AI Doctoral Academy

Methodology for Forecasting Election Results from Tweets

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Discover advanced techniques for analyzing social media data to predict election outcomes using computational methods and Twitter sentiment analysis.
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1 Lesons
14 minutes
On-Demand
Free-Video
AI Doctoral Academy

Political Barometer: Public Opinion Mining Using Tweets

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Explore advanced techniques for mining public opinion from Twitter data to analyze political sentiment and create accurate political barometers in the digital age.
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1 Lesons
22 minutes
On-Demand
Free-Video
AI Doctoral Academy

Analyzing Arguments from Political Debates

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Explore advanced computational techniques for analyzing and understanding political debate arguments, focusing on AI-driven methods for extracting meaningful insights from political discourse.
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1 Lesons
27 minutes
On-Demand
Free-Video
AI Doctoral Academy

Crowding Out the Truth: A Simple Model of Misinformation

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Explore a theoretical framework examining how misinformation spreads and impacts truth in digital spaces through computational modeling and political analysis.
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1 Lesons
32 minutes
On-Demand
Free-Video
Kolmogorov-Seminar

Applications of Game Theory to Computational Social Science

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Explore game theory applications in computational social science, focusing on algorithmic ranking, social welfare, and the monoculture paradox in digital systems.
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11 Lesons
1 hour 34 minutes
On-Demand
Free-Video
Alan Turing Institute

Machine Learning for Armed Conflict Mediation: Analyzing Peace Dialogue Transcripts

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Explore innovative applications of machine learning in analyzing peace dialogues, aiding conflict mediators in complex geopolitical scenarios like the Yemen war.
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1 Lesons
1 hour 4 minutes
On-Demand
Free-Video
USC Information Sciences Institute

OATH-Frames: Characterizing Online Attitudes Towards Homelessness with Language Model Assistants

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Discover how large language models assist social work experts in analyzing millions of Twitter posts about homelessness through OATH-Frames, revealing crucial public attitude trends and policy insights.
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1 Lesons
1 hour 2 minutes
On-Demand
Free-Video