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Social Networks and Big Data Methods (Summer 2026)

Hqiu — Wed, 03 Jun 2026 21:54:27 GMT

Schedule (Tentative)

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	\| align="right" \| 20.05.2026 (14:00-16:00)		\| align="right" \| 20.05.2026 (14:00-16:00)
	\| Detecting communities; Structural equivalence		\| Detecting communities; Structural equivalence
	\|		\|[https://github.com/sophieball/social_network/blob/main/w6_1_communities.pdf slide8] [https://github.com/sophieball/social_network/blob/main/w6_2_structural_equivalence.pdf slide9]
	\| Measuring group fairness in community detection		\| Measuring group fairness in community detection
	\|-		\|-
	\| align="right" \| 27.05.2026 (14:00-16:00)		\| align="right" \| 27.05.2026 (14:00-16:00)
	\| Affiliations and overlapping subgroups, SUBMIT FINAL REPORT IDEA		\| Affiliations and overlapping subgroups, SUBMIT FINAL REPORT IDEA
	\|		\|[https://github.com/sophieball/social_network/blob/main/w7_1_affiliations_and_overlapping_subgroups%20%5BAutosaved%5D.pdf slide10]
	\| Overlapping community and entropy of neighborhood information for identifying influential nodes in complex networks		\| Overlapping community and entropy of neighborhood information for identifying influential nodes in complex networks
	\|-		\|-
	\| align="right" \| 03.06.2026 (14:00-16:00)		\| align="right" \| 03.06.2026 (14:00-16:00)
	\| Homophily and degree correlation (parts 1 & 2)		\| Homophily and degree correlation (parts 1 & 2)
	\|		\|[https://github.com/sophieball/social_network/blob/main/w4_1_homophily_and_degree_correlation.pdf slide11] [https://github.com/sophieball/social_network/blob/main/w4_2_homophily_and_degree_correlation_pt2.pdf slide12]
	\| LLMs generate structurally realistic social networks but overestimate political homophily		\| LLMs generate structurally realistic social networks but overestimate political homophily
	\|-		\|-
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	\|		\|
	\|-		\|-
	\| align="right" \| ~~TBA~~		\| align="right" \| 26.07.2026
	\| Written Report		\| Written Report
	\|		\|
	\|-		\|-
	\|}		\|}

AI-Empowered Networking and Mobile Communications(Summer 2026)

Hyanlon — Mon, 18 May 2026 06:20:01 GMT

← Older revision		Revision as of 08:20, 18 May 2026
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	\|-		\|-
	\| align="right" \| 21.05.2026 (10:00-12:00am)		\| align="right" \| 21.05.2026 (10:00-12:00am)
	\| Intelligent Transportation Application ~~based on V2I Networking~~ I		\| Intelligent Transportation Application I
	\| Yanlong Huang		\| Yanlong Huang
	\|		\|
	\|-		\|-
	\| align="right" \| 28.05.2026 (10:00-12:00am)		\| align="right" \| 28.05.2026 (10:00-12:00am)
	\| Intelligent Transportation Application ~~based on V2I Networking~~ II		\| Intelligent Transportation Application II
	\| Yanlong Huang		\| Yanlong Huang
	\|		\|

Social Networks and Big Data Methods (Summer 2026)

Hqiu — Thu, 14 May 2026 15:46:42 GMT

Schedule (Tentative)

← Older revision		Revision as of 17:46, 14 May 2026
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	Tutorial: http://networkx.org/documentation/stable/tutorial.html		Tutorial: http://networkx.org/documentation/stable/tutorial.html

			==Ideas for Final Project==
			1. Do Women Suffer from Network Closure? The Moderating Effect of Social Capital on Gender Inequality in a Project-Based Labor Market, 1929 to 2010

			Data:https://www.kaggle.com/datasets/rishabjadhav/imdb-actors-and-movies

			2. Online extremism and the communities that sustain it: Detecting the ISIS supporting community on Twitter

			3. Identifying Social Roles in reddit Using Network Structure


	==Schedule (Tentative)==		==Schedule (Tentative)==
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	\| align="right" \| 29.04.2026 (14:00-16:00)		\| align="right" \| 29.04.2026 (14:00-16:00)
	\| Triads and structural balance; From social processes to graphs		\| Triads and structural balance; From social processes to graphs
	\|		\|[https://github.com/sophieball/social_network/blob/main/w2_2_edge_vs_social_ties.pdf slide4] [https://github.com/sophieball/social_network/blob/main/w3_1_triads_and_structural_balance.pdf slide5]
	\|		\|
	\|-		\|-
	\| align="right" \| 06.05.2026 (14:00-16:00)		\| align="right" \| 06.05.2026 (14:00-16:00)
	\| ~~Homophily and degree correlation (parts 1 & 2)~~		\| Cancelled - Sophie is sick.
	\|		\|
	\| ~~LLMs generate structurally realistic social networks but overestimate political homophily~~		\|
	\|-		\|-
	\| align="right" \| 13.05.2026 (14:00-16:00)		\| align="right" \| 13.05.2026 (14:00-16:00)
	\| Power and centrality in social networks; social exchange		\| Power and centrality in social networks; social exchange
	\|		\|[https://github.com/sophieball/social_network/blob/main/w5_1_power_and_centrality_in_social_networks.pdf slide6] [https://github.com/sophieball/social_network/blob/main/w5_2_power_and_centrality_in_exchange.pdf slide7]
	\| Investigating Centrality Measures in Social Networks with Community Structure		\| Investigating Centrality Measures in Social Networks with Community Structure
	\|-		\|-
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	\|-		\|-
	\| align="right" \| 27.05.2026 (14:00-16:00)		\| align="right" \| 27.05.2026 (14:00-16:00)
	\| Affiliations and overlapping subgroups		\| Affiliations and overlapping subgroups, SUBMIT FINAL REPORT IDEA
	\|		\|
	\| Overlapping community and entropy of neighborhood information for identifying influential nodes in complex networks		\| Overlapping community and entropy of neighborhood information for identifying influential nodes in complex networks
	\|-		\|-
	\| align="right" \| 03.06.2026 (14:00-16:00)		\| align="right" \| 03.06.2026 (14:00-16:00)
	\| ~~TBD~~		\| Homophily and degree correlation (parts 1 & 2)
	\|		\|
	\|		\| LLMs generate structurally realistic social networks but overestimate political homophily
	\|-		\|-
	\| align="right" \| 10.06.2026 (14:00-16:00)		\| align="right" \| 10.06.2026 (14:00-16:00)