What does "Social Graph" mean?
Table of Contents
A social graph shows how people or groups are connected to each other. It uses points (called nodes) to represent individuals and lines (called edges) to represent the relationships between them. These connections can show friendships, family ties, or professional networks.
How It Works
Each person in the graph is linked to others, creating a map of social relationships. For example, if you and your friends are on the graph, there will be lines connecting you to them. This can help understand how information or ideas spread among people.
Real-World Use
Understanding social graphs is important for finding and dealing with harmful content online, like misinformation or hate speech. By looking at how people are connected, we can better detect and address these issues in social media.
Characteristics
Social graphs often show specific patterns. For instance, some people might have many connections, while others have few. This uneven distribution of connections is common and helps us see the structure of social networks.
Community Models
Community models use social graphs to analyze and detect malicious content. They look at both the content being shared and how it's related to the social connections of the people sharing it. This approach helps us respond effectively to harmful behavior online.