Social Data Engineering

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Usages

  • tweets analysis during political elections, travellers recommendations, ads ...


Main processing steps

  • Data Collection
  • Data Sanitation
    • Pruning
    • TextProcessing
    • Normalization
    • Enrichment
  • Data Transformation


  • Storage Models : native, relationnal++, hybrid, ...
  • Algebras and languages
    • Declarativity
    • Expressivity and Closure
    • Provenance (tracability)
    • Invertibility (retour arriere)
  • Interactive exploration
  • Big Data (parallelization)

Ressources