RELISON
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  • Introduction
  • Install RELISON
  • License
  • Contact

Network basics

  • Networks
  • Properties of a graph
  • Creation of empty graphs
  • Reading / writing graphs
  • Graph manipulation
  • Accessing the properties of a network

Social network analysis

  • Social network analysis
  • Experimental configuration
  • Integrate structural metrics in a Java project
  • Structural metrics summary

Community detection

  • Community detection
  • Experimental configuration
  • Integrate communities in a Java project
  • Community detection algorithms summary

Link recommendation

  • Link prediction and recommendation
  • Data preparation
  • Experimental configuration
  • Integrate link recommendation / prediction functionalities in a Java project
  • Link prediction/recommendation algorithms summary
    • Baselines
    • Content-based algorithms
    • Friends of friends
    • Information retrieval
    • Matrix factorization
    • Nearest neighbors algorithms
    • Path-based algorithms
    • Random walks
    • Twitter
    • Supervised algorithms
  • Link prediction/recommendation metrics summary

Information diffusion

  • Information diffusion
  • Simulation description
  • Experimental configuration
  • Evaluation of the information diffusion process
  • Diffusion protocol summary
  • Information diffusion metrics summary

Graph generation

  • Graph generation
  • Graph generation algorithms
RELISON
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  • Link prediction/recommendation algorithms summary
  • Edit on GitHub

Link prediction/recommendation algorithms summary¶

The RELISON framework provides a comprehensive collection of link recommendation and prediction algorithms. We summarize them in this section:

RELISON provides the following algorithms:

  • Baselines
  • Content-based algorithms
  • Friends of friends
  • Information retrieval
  • Matrix factorization
  • Nearest neighbors algorithms
  • Path-based algorithms
  • Random walks
  • Twitter
  • Supervised algorithms
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© Copyright 2021, Information Retrieval Group @ Universidad Autónoma de Madrid (http:\ir.ii.uam.es). Revision b2d2fde2.

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