{
  "id": "domain:recommendation-systems",
  "_kind": "Domain",
  "_file": "domain/domains/domains-expanded.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "Recommendation Systems",
    "description": "Collaborative filtering, content-based filtering, hybrid recommenders,\nand contextual bandits for personalized content, product, and media\nrecommendations at scale.\n"
  },
  "outgoingEdges": [
    {
      "from": "domain:recommendation-systems",
      "to": "specialization:data-science-ml",
      "kind": "contains"
    },
    {
      "from": "domain:recommendation-systems",
      "to": "specialization:data-engineering-analytics",
      "kind": "contains"
    }
  ],
  "incomingEdges": [
    {
      "from": "specialization:recommendation-infrastructure",
      "to": "domain:recommendation-systems",
      "kind": "specializes"
    },
    {
      "from": "role:recommendation-engineer",
      "to": "domain:recommendation-systems",
      "kind": "applies_to",
      "attributes": {}
    }
  ]
}