Encyclopedia of Social Network Analysis and Mining

2018 Edition
| Editors: Reda Alhajj, Jon Rokne

Community Detection and Recommender Systems

  • Fabio GasparettiEmail author
  • Alessandro Micarelli
  • Giuseppe Sansonetti
Reference work entry
DOI: https://doi.org/10.1007/978-1-4939-7131-2_110160

Synonyms

Glossary

Social network

A network of people able to interact with one another, publishing, commenting, and sharing resources. Specific relationships may represent explicit stable connections (e.g., family members)

Community

A portion of social network composed of nodes densely connected together and more sparsely connected to the rest of the network

Recommender system

Software tool and techniques with the aim of providing users with personalized suggestions about items of their possible interest

Social tie

Explicit or implicit connection between nodes of a network graph

Definition

Community-based recommender systems suggest resources, such as products and services, based on groups of users that manifest similar preferences and behaviors one another.

Introduction

One of the current phenomena reshaping the world as we know it, is the proliferation of social media online...

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References

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Copyright information

© Springer Science+Business Media LLC, part of Springer Nature 2018

Authors and Affiliations

  • Fabio Gasparetti
    • 1
    Email author
  • Alessandro Micarelli
    • 1
  • Giuseppe Sansonetti
    • 1
  1. 1.Department of EngineeringRoma Tre UniversityRomeItaly

Section editors and affiliations

  • Giovanni Semeraro
    • 1
  • Cataldo Musto
    • 2
  1. 1.Department of Computer ScienceUniversity of Bari "Aldo Moro"BariItaly
  2. 2.BariItaly