celf_greedy_framework: Influence mining framework implementation based on CELF...

In seekme94/influence.mining: Provides various methods for influence mining on Graphs

Influence mining framework implementation based on CELF greedy method

Description

Influence mining framework implementation based on CELF greedy method

Usage

celf_greedy_framework(
  graph,
  criteria = c("TIME", "BUDGET", "INFLUENCE"),
  threshold,
  test_method = c("RESILIENCE", "INFLUENCE_LT", "INFLUENCE_IC")
)

Arguments

graph	is the igraph object
criteria	is the stopping criteria for influence framework. Supported values are TIME, BUDGET and SPREAD
threshold	is the limit value for criteria function. The execution steps as soon as criteria meets the threshold value. If the criteria is TIME, then threshold should be defined in seconds
test_method	specifies the method to measure influence. Value "RESILIENCE" (number of total nodes REMOVED (NOT THE REMAINING ones as in original resilience function) from the graph); "INFLUENCE_IC" (see simulate_ic method); "INFLUENCE_LT" (see simulate_lt method). Default is "RESILIENCE"

Value

output object containing influential nodes, time taken and the influence of nodes according the test_method

seekme94/influence.mining documentation built on Aug. 2, 2022, 10:19 p.m.