Practical Social Networks Flashcards
Graph Theory
o Nodes/vertex: which represent individuals
o Links/edge: which represent the connections between individuals
Sociogram
Social networks are usually represented visually in a social network diagram
Reciprocity
a measure of the number of bi-directional links (e.g. Only if B also trusts A, there is a reciprocal trust relation between the two. The larger the percentage of bi-directional (reciprocal) relations in a network, the higher the reciprocity.)
Degree
The “degree” of a note is a measure of his connectiveness, it tells you how many links this node has to other nodes in the network
In-degree centrality
is a subcategory of degree reflecting the total number of links pointing towards a single node
Out-degree
is another subcategory reflecting the total number of links leaving a single node
Transitivity
measures in how far two nodes (A and C) are connected to each other if they are both connected to a third node (B). This measure reflects, for instance, in how far friends of your friends are also your immediate friends
Modularity
determines how far a network consists of smaller modules (also called clusters, groups, or communities) Networks with high modularity→many strong connections within a module, less strong connection between modules
Small world index
You only need at max 5 people to reach somebody else