Recommandation et classement

{
  "id": "recommendation_ranking",
  "category_id": "processing",
  "title": [
    {
      "locale": "en",
      "value": "Recommendation & Ranking"
    },
    {
      "locale": "fr",
      "value": "Recommandation et classement"
    }
  ],
  "description": [
    {
      "locale": "en",
      "value": "AI systems that suggest or order items for a person — services, listings, news, wayfinding options — based on preferences, behavior, or similarity to other people. Includes collaborative filtering, content-based recommenders, and learned ranking. Personalizes what each person sees from the same underlying catalog."
    },
    {
      "locale": "fr",
      "value": "Systèmes d'IA qui suggèrent ou classent des éléments pour une personne — services, annonces, actualités, options d'orientation — selon ses préférences, son comportement ou sa similarité avec d'autres. Inclut le filtrage collaboratif, les recommandateurs basés sur le contenu et le classement appris. Personnalise ce que chaque personne voit dans un même catalogue."
    }
  ],
  "authoring_guidance": [],
  "examples": [],
  "sources": [],
  "symbol_id": "processing_recommendation-systems",
  "variables": [
    {
      "id": "additional_description",
      "label": [
        {
          "locale": "en",
          "value": "Description"
        },
        {
          "locale": "fr",
          "value": "Description"
        }
      ],
      "required": false,
      "kind": "localized_text"
    }
  ],
  "shape": "circle",
  "icon_variants": [
    "default",
    "dark"
  ]
}