{
  "id": 18435911,
  "title": "Robust Ranking of Port Impacts from Impending Tropical Cyclones: A Two-Stage Recommendation System",
  "url": "https://urgent.news/2026/11/05/robust-ranking-of-port-impacts-from-impending-tropical-cyclones-a-two",
  "topic": "ai",
  "section": "AI",
  "published": "2026-11-05T01:19:53.000Z",
  "source": {
    "name": "arXiv cs.AI",
    "slug": "arxiv-cs-ai",
    "url": "https://arxiv.org/abs/2611.07296v1"
  },
  "original_language": "en",
  "account": null,
  "summary": "When a tropical cyclone (TC) threatens several ports, preparedness planning depends on anticipating which ports are likely to be affected and where disruptions may last longest. Limited historical observations at individual ports and uncertainty in landfall location make these relative impacts difficult to estimate. We use a two-stage recommendation framework that first selects candidate ports…",
  "key_points": [],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}