Computational sociology - social networks

Social Network

Three yuan closure: Basic characteristics of social network structure

- Trinity closure: if two people do not know each had a mutual friend, so they know the possibility is high.

- Capacity: The more common friends, the greater the likelihood.

- Quality: the closer the relationship between mutual friends, the greater the likelihood.

Three yuan closure with static structure of social networks: aggregation and Embeddedness

- aggregation : the higher clustering coefficient, the more the central figure

Clustering coefficient: A pair of adjacent nodes in the number of neighboring nodes interconnected logarithmic / A may be connected

- embedding of : a number of common neighbors side ends

Embed the stronger sex, the more trust and stability.

 

- highlights here!

The connection relationship between the two groups (shortcut), tend to be weak ties.

Internal high-density group is often a strong relationship.

Launched ternary closure theoretical conclusions of these two social networks constitute a basic structure of a basic explanation of macro:

Social networks are connected by strong ties Group of weak ties.

 

- a large number of nodes embedded in low sexual relations as well as have the characteristics of what?

- structural holes (i.e. a cut point in a narrow sense, the broad side of the insert associated therewith low)

- Structural Holes meaning:

  • It has the "power" on the structure of its neighboring nodes
  • Redundancy (Redundant cohesion and structural redundancy bits) smaller structural holes, the more social capital (right)

Three yuan closure node attributes and Social Network Evolution: homogeneity principle

- the homogeneity of the core issue: select OR influence

Is because of the similarity and interaction (selection), or because exchanges and similar (social influence)?

 

- homogeneity evolution model: Schelling (schelling) model

  • Dynamic Model with Quarantine (1972): Isolation is the inevitable result of the dynamic evolution

  • Micro and macro motivation results (1978, 2005)

 

Three yuan closure relationship attributes and social network evolution: equilibrium theory

Small world and scale-free: macro picture of social networks

 

 to sum up

The biggest gain:

Strong ties Group 1. Social networks are connected by weak ties, structural holes redundancy smaller, more social resources.

2.80% homogeneity can cause the system is chaotic disarray.

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Origin www.cnblogs.com/obob/p/11769033.html