View source: R/actual_score_calculation.R

actual_score | R Documentation |

Calculation of diffusion score for each node

```
actual_score(graph, initial.score, damping = 0.7)
```

`graph` |
an igraph object with the length of N |

`initial.score` |
a named vector of node preferences of length N served as the initial values for diffusion algorithm. |

`damping` |
The damping factor of the diffusion algorithm. |

This function calculates the diffusion score for each node using the personalized page rank algorithm.

a vector of diffusion scores.

```
graph = graph_generation(n.nodes = 10, prob.connection = 0.5)
initial_score = c(rep(0,5),0.2, 0.3, 0, 0, 0.5)
names(initial_score) = igraph::V(graph)
Actual_score = actual_score(graph = graph, initial.score = initial_score, damping = 0.7)
```

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