Question

When calculating network measures, you find 3 kinds of network measures?

1) Degree centrality, closeness centrality, betweenness centrality
2) Average path length, clustering coefficient, eigenvector centrality
3) PageRank, HITS, Katz centrality
4) Diameter, density, modularity

Answer 1

Degree centrality, closeness centrality, and betweenness centrality are three types of network measures used in network analysis.

Step-by-step explanation:

In the context of network analysis, there are various types of network measures that can be used to quantify different aspects of a network. The three types of network measures mentioned in option 1, which are commonly used, are degree centrality, closeness centrality, and betweenness centrality.

1) Degree centrality measures the number of connections that a node has in a network. It focuses on the importance of nodes based on their number of connections.

2) Closeness centrality measures how quickly information can be spread from a node to other nodes in a network. It focuses on the efficiency of information flow.

3) Betweenness centrality measures the extent to which a node lies on the shortest paths between other nodes in a network. It focuses on nodes that act as intermediaries in the network.

These network measures provide insights into the structure and dynamics of networks, and they can be used in various fields, including social network analysis, transportation network analysis, and biological network analysis.