Encyclopedia of Database Systems

2018 Edition
| Editors: Ling Liu, M. Tamer Özsu

Social Media Analytics

  • Sihem Amer-Yahia
  • Alexandre Termier
  • Behrooz Omidvar-Tehrani
Reference work entry
DOI: https://doi.org/10.1007/978-1-4614-8265-9_80671

Definition

Social media analytics is the science of developing models and algorithms in order to understand users and user-generated content in social media. Different angles have been developed in social media analytics. When user-generated content is analyzed, it is referred to as text analytics. When interactions between users are studied, it is referred to as structure analytics. The introduction of the time dimension in social media analytics is referred to as temporal analytics. Finally, the analysis could be done by involving the analyst in an interactive process that is referred to as interactive analytics. We describe each one of those axes.

Text Analytics in Social Media

Sihem Amer-Yahia (CNRS/LIG, France), Sofiane Abbar (Qatar Computing Research Institute, Qatar), Noha Ibrahim (LIG, France)

Structure Analytics in Social Media

Sihem Amer-Yahia (CNRS/LIG, France), Mahashweta Das (HP Labs, USA), Gautam Das (UT Arlington, USA), Saravanan Thirumuruganathan (UT Arlington, USA),...

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Copyright information

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

Authors and Affiliations

  • Sihem Amer-Yahia
    • 1
    • 2
  • Alexandre Termier
    • 3
  • Behrooz Omidvar-Tehrani
    • 4
  1. 1.CNRSUniv. Grenoble AlpsGrenobleFrance
  2. 2.Laboratoire d’Informatique de GrenobleCNRS-LIGSaint Martin-d’Hères, GrenobleFrance
  3. 3.LIG (Laboratoire d’Informatique de Grenoble), HADAS teamUniversité Joseph FourierSaint Martin d’HèresFrance
  4. 4.Interactive Data Systems GroupOhio State UniversityColumbusUSA