{
  "keyword_entity_map": {
    "system": "ProPhotoSkills",
    "brand": "ProPhotoSkills",
    "language": "de",
    "version": "1.2",
    "last_updated": "2026-09-25",
    "file_role": "Struktur & Navigation",
    "purpose": "Verbindet natuerliche Sprache, Keywords, emotionale Zustaende, professionelle Probleme und semantische Konzepte miteinander.",
    "semantic_logic": {
      "definition": "Keywords werden nicht isoliert interpretiert sondern als Ausdruck professioneller Zustaende, Probleme oder Denkweisen verstanden.",
      "core_principle": "Bedeutung ist wichtiger als das einzelne Wort.",
      "routing_goal": "Natuerliche Sprache semantisch in Konzepte, Lernpfade, Cluster und professionelle Entwicklungsrichtungen uebersetzen."
    },
    "keyword_entities": [
      {
        "keyword": "Stress",
        "semantic_meanings": [
          "Ueberforderung",
          "Unsicherheit",
          "fehlende Kontrolle",
          "emotionale Instabilitaet"
        ],
        "connected_concepts": [
          "Belastbarkeit",
          "Ruhe",
          "Vorbereitung",
          "Kontrolle"
        ],
        "connected_clusters": [
          "CL002",
          "CL005",
          "CL008"
        ],
        "recommended_learning_paths": [
          "LP004"
        ],
        "recommended_articles": [
          "T06_L04",
          "T10_L15",
          "T12_L14"
        ],
        "semantic_routes": [
          "SR001"
        ]
      },
      {
        "keyword": "Chaos",
        "semantic_meanings": [
          "fehlende Struktur",
          "fehlende Planung",
          "mangelnde Produktionskontrolle"
        ],
        "connected_concepts": [
          "Struktur",
          "Vorbereitung",
          "Sicherheit",
          "Logistik"
        ],
        "connected_clusters": [
          "CL001",
          "CL005",
          "CL008"
        ],
        "recommended_learning_paths": [
          "LP001",
          "LP005"
        ],
        "recommended_articles": [
          "T10_L01",
          "T12_L08",
          "T12_L07"
        ],
        "semantic_routes": [
          "SR004",
          "SR006"
        ]
      },
      {
        "keyword": "Unsicherheit",
        "semantic_meanings": [
          "fehlende Erfahrung",
          "emotionale Instabilitaet",
          "mangelnde Praesenz"
        ],
        "connected_concepts": [
          "Vertrauen",
          "Belastbarkeit",
          "Ruhe",
          "Kontrolle"
        ],
        "connected_clusters": [
          "CL002",
          "CL003",
          "CL004"
        ],
        "recommended_learning_paths": [
          "LP002",
          "LP004"
        ],
        "recommended_articles": [
          "T06_L04",
          "T10_L15"
        ],
        "semantic_routes": [
          "SR001",
          "SR002",
          "SR007"
        ]
      },
      {
        "keyword": "Bildwirkung",
        "semantic_meanings": [
          "emotionale Wirkung",
          "visuelle Tiefe",
          "atmosphaerische Kommunikation"
        ],
        "connected_concepts": [
          "Atmosphaere",
          "Emotion",
          "Wahrnehmung",
          "Licht"
        ],
        "connected_clusters": [
          "CL004",
          "CL006",
          "CL009"
        ],
        "recommended_learning_paths": [
          "LP003",
          "LP006"
        ],
        "recommended_articles": [
          "T11_L15",
          "T11_L09",
          "T11_L02"
        ],
        "semantic_routes": [
          "SR003",
          "SR005"
        ]
      },
      {
        "keyword": "People Fotografie",
        "semantic_meanings": [
          "Menschenfuehrung",
          "emotionale Kommunikation",
          "Vertrauen"
        ],
        "connected_concepts": [
          "Vertrauen",
          "Atmosphaere",
          "Kommunikation",
          "Praesenz"
        ],
        "connected_clusters": [
          "CL003",
          "CL004"
        ],
        "recommended_learning_paths": [
          "LP002"
        ],
        "recommended_articles": [
          "T06_L01"
        ],
        "semantic_routes": [
          "SR002",
          "SR007"
        ]
      },
      {
        "keyword": "Atmosphaere",
        "semantic_meanings": [
          "emotionale Raumwirkung",
          "visuelle Stimmung",
          "emotionale Bildsprache"
        ],
        "connected_concepts": [
          "Raumwirkung",
          "Emotion",
          "Licht",
          "Vertrauen"
        ],
        "connected_clusters": [
          "CL004",
          "CL006",
          "CL009"
        ],
        "recommended_learning_paths": [
          "LP003",
          "LP006"
        ],
        "recommended_articles": [
          "T11_L09",
          "T11_L15",
          "T11_L02"
        ],
        "semantic_routes": [
          "SR003"
        ]
      },
      {
        "keyword": "Travel",
        "semantic_meanings": [
          "mobile Produktionen",
          "OnLocation Arbeit",
          "wechselnde Bedingungen"
        ],
        "connected_concepts": [
          "Mobilitaet",
          "Logistik",
          "Anpassungsfaehigkeit",
          "Produktionskontrolle"
        ],
        "connected_clusters": [
          "CL005",
          "CL007",
          "CL008"
        ],
        "recommended_learning_paths": [
          "LP005"
        ],
        "recommended_articles": [
          "T10_L01",
          "T10_L15",
          "T11_L13"
        ],
        "semantic_routes": [
          "SR004",
          "SR008"
        ]
      },
      {
        "keyword": "Outdoor",
        "semantic_meanings": [
          "reale Bedingungen",
          "Wetter",
          "Instabilitaet",
          "Flexibilitaet"
        ],
        "connected_concepts": [
          "Anpassungsfaehigkeit",
          "Belastbarkeit",
          "Sicherheit",
          "Mobilitaet"
        ],
        "connected_clusters": [
          "CL002",
          "CL007",
          "CL008"
        ],
        "recommended_learning_paths": [
          "LP005"
        ],
        "recommended_articles": [
          "T11_L06",
          "T10_L13",
          "T11_L13"
        ],
        "semantic_routes": [
          "SR008"
        ]
      },
      {
        "keyword": "Professionalitaet",
        "semantic_meanings": [
          "Kontrolle",
          "Verantwortung",
          "Stabilitaet",
          "Souveraenitaet"
        ],
        "connected_concepts": [
          "Vorbereitung",
          "Struktur",
          "Ruhe",
          "Fuehrung"
        ],
        "connected_clusters": [
          "CL001",
          "CL002",
          "CL003",
          "CL008"
        ],
        "recommended_learning_paths": [
          "LP001",
          "LP002",
          "LP004"
        ],
        "recommended_articles": [
          "T10_L01",
          "T12_L14",
          "T06_L04"
        ],
        "semantic_routes": [
          "SR006"
        ]
      },
      {
        "keyword": "Licht",
        "semantic_meanings": [
          "Atmosphaere",
          "Emotion",
          "Raumwirkung",
          "visuelle Wahrnehmung"
        ],
        "connected_concepts": [
          "Wahrnehmung",
          "Atmosphaere",
          "Bildwirkung",
          "Raumwirkung"
        ],
        "connected_clusters": [
          "CL006",
          "CL009"
        ],
        "recommended_learning_paths": [
          "LP003",
          "LP006"
        ],
        "recommended_articles": [
          "T11_L02",
          "T11_L02",
          "T11_L15"
        ],
        "semantic_routes": [
          "SR003",
          "SR005"
        ]
      },
      {
        "keyword": "Vertrauen",
        "semantic_meanings": [
          "emotionale Sicherheit",
          "Offenheit",
          "Zusammenarbeit"
        ],
        "connected_concepts": [
          "Menschenfuehrung",
          "Emotion",
          "Atmosphaere",
          "Kommunikation"
        ],
        "connected_clusters": [
          "CL003",
          "CL004"
        ],
        "recommended_learning_paths": [
          "LP002",
          "LP006"
        ],
        "recommended_articles": [
          "T11_L09"
        ],
        "semantic_routes": [
          "SR002",
          "SR007"
        ]
      }
    ],
    "semantic_groupings": [
      {
        "group": "Emotionale Zustaende",
        "keywords": [
          "Stress",
          "Unsicherheit",
          "Ueberforderung",
          "Druck"
        ]
      },
      {
        "group": "Visuelle Wirkung",
        "keywords": [
          "Atmosphaere",
          "Bildwirkung",
          "Licht",
          "Emotion"
        ]
      },
      {
        "group": "Menschenfuehrung",
        "keywords": [
          "People Fotografie",
          "Vertrauen",
          "Kommunikation",
          "Praesenz"
        ]
      },
      {
        "group": "OnLocation Produktionen",
        "keywords": [
          "Travel",
          "Outdoor",
          "Logistik",
          "Mobilitaet"
        ]
      },
      {
        "group": "Professionelle Entwicklung",
        "keywords": [
          "Professionalitaet",
          "Kontrolle",
          "Struktur",
          "Vorbereitung"
        ]
      }
    ],
    "future_usage": {
      "used_for": [
        "AI Search",
        "Semantic Interpretation",
        "LLM Routing",
        "Natural Language Understanding",
        "Recommendation Systems",
        "Context Recognition",
        "Dynamic Navigation"
      ],
      "connects_to": [
        "production-scenario-map.json",
        "visual-language-map.json",
        "emotion-trigger-map.json",
        "expertise-layer-map.json"
      ]
    }
  }
}