Social network analysis

Formal sciences
Mathematics
Discrete mathematics
Graph theory

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Network Analysis: Methods and Applications

Explores network analysis methods, operationalizing concepts, historical applications, and challenges in treating time within networks.

Modularity: Community Detection Algorithms

Explores the Louvain Modularity Algorithm for optimizing community quality through modularity and its applications in social network analysis.

Graph Mining: Social Networks Analysis

Explores graph mining in social networks, covering modularity algorithms and community detection.

Social Network Analysis: Friendship Relations

Introduces social network analysis through Python code modeling friendship relations.

Social and Information Networks: Structure

Explores the structure of social and information networks, focusing on giant components, clustering, tie formation, and network connectivity.

Socio-Technical Networks: Cooperation and Research Projects

Explores socio-technical networks in scientific cooperation and research projects, emphasizing network dynamics and global collaborations.

Cayley Graphs: Properties and Applications

Explores the properties and applications of Cayley graphs in group theory and network analysis.

Social and Information Networks 2: Evolution

Delves into social and information networks dynamics, including herding behavior, information cascades, preferential attachment, and the Friendship Paradox.

Networks, Flows

Covers the definition of flow in a network and flow calculation.

Orchestration Graphs: Designing Lesson Structures

Explores the use of orchestration graphs to structure lessons and manage real-time classroom dynamics.