Social Networks
30
Global Node Similarities
Welcome
Introduction to Networks
1
What Are Networks?
2
What is A
Social
Network?
Graph Theory: The Basics
3
Introduction to Graphs
4
Graphs and their Subgraphs
5
Types of Ties and Their Graphs
6
Basic Graph Metrics
7
Nodes and their Neighborhoods
8
Nodes and their Degrees
9
Degree-Based Graph Metrics
10
Indirect Connections
11
Directed Indirect Connections
12
Graph Connectivity
Matrices: The Basics
13
Introduction to Matrices
14
The Adjacency Matrix
15
Matrix Operations: Row and Column Sums
16
Basic Matrix Operations
17
Matrix Multiplication
Centrality
18
Centralities based on Degree
19
Centralities based on the Geodesic Distance
20
Centralities based on Shortest Paths
21
The “Big Three” Centrality Metrics
Prestige
22
Getting Centrality from Others
23
Status
Two-Mode Networks
24
Affiliation Networks
Subgroups and Blocks
25
Clique Analysis
26
Equivalence and Similarity
26
Equivalence and Similarity
28
Local Node Similarities
29
Local Similarity Based on the Euclidean and Correlation Distances
30
Global Node Similarities
30
Global Node Similarities
29
Local Similarity Based on the Euclidean and Correlation Distances