Social Networks and Big Data Methods (Summer 2026): Difference between revisions

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==Schedule (Tentative)==
==Schedule==
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| align="right" | 10.06.2026 (14:00-16:00)
| align="right" | 10.06.2026 (14:00-16:00)
| Network Analysis of Open Source Software; Visualization
| Network Analysis of Open Source Software; Visualization
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|[https://github.com/sophieball/social_network/blob/main/w9_1_network_analysis_of_open_source_software.pdf slide13] [https://github.com/sophieball/social_network/blob/main/w9_2_network_visualization.pdf slide14]
| Connected to Stay: Gender Homophily and Its Role in Open-Source Software Developer Retention
| Connected to Stay: Gender Homophily and Its Role in Open-Source Software Developer Retention
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| align="right" | 17.06.2026 (14:00-16:00)
| align="right" | 17.06.2026 (14:00-16:00)
| Scale-free networks; Network inequality
| Scale-free networks; Network inequality
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|[https://github.com/sophieball/social_network/blob/main/https://github.com/sophieball/social_network/blob/main/https://github.com/sophieball/social_network/blob/main/w10_1_scale_free_networks.pdf slide15] [https://github.com/sophieball/social_network/blob/main/https://github.com/sophieball/social_network/blob/main/https://github.com/sophieball/social_network/blob/main/https://github.com/sophieball/social_network/blob/main/w10_2_network_inequality.pdf  slide16]
| Quantifying Information Distribution in Social Networks: The Structural Entropy Index of Community (SEIC) for Twitter Communication Analysis
| Quantifying Information Distribution in Social Networks: The Structural Entropy Index of Community (SEIC) for Twitter Communication Analysis
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| align="right" | 24.06.2026 (14:00-16:00)
| align="right" | 24.06.2026 (14:00-16:00)
| Small-world networks; Social Capital (part 1)
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| Analyzing digital propaganda and conflict rhetoric: a study on Russia’s bot-driven campaigns and counter-narratives during the Ukraine crisis
| Analyzing digital propaganda and conflict rhetoric: a study on Russia’s bot-driven campaigns and counter-narratives during the Ukraine crisis
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| align="right" | 01.07.2026 (14:00-16:00)
| align="right" | 01.07.2026 (14:00-16:00)
| Social Capital (part 2); Diffusion and contagion
| Social Capital
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|[https://github.com/sophieball/social_network/blob/main/w12_1_bridging_social_capital.pdf slide17] [https://github.com/sophieball/social_network/blob/main/w12_2_bonding_social_capital.pdf slide18]
| Do Women Suffer from Network Closure? The Moderating Effect of Social Capital on Gender Inequality in a Project-Based Labor Market, 1929 to 2010
| Do Women Suffer from Network Closure? The Moderating Effect of Social Capital on Gender Inequality in a Project-Based Labor Market, 1929 to 2010
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| align="right" | 08.07.2026 (14:00-16:00)
| align="right" | 08.07.2026 (14:00-16:00)
| Ethical issues; Exemplary studies
| No class.
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| FairSNA: Algorithmic Fairness in Social Network Analysis
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| align="right" | 15.07.2026 (14:00-16:00)
| align="right" | 15.07.2026 (14:00-16:00)
| Guest lecture
| No class. Work on your project.
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