{
  "id": "nycu-criminal-network-big-data-analytics",
  "url": "https://netscied.tw/courses/nycu-criminal-network-big-data-analytics/",
  "api_url": "https://netscied.tw/api/v1/courses/nycu-criminal-network-big-data-analytics.json",
  "markdown_url": "https://netscied.tw/courses/nycu-criminal-network-big-data-analytics/index.md",
  "title": {
    "zh-Hant": "犯罪網絡與大數據分析",
    "en": "Criminal Network and Big Data Analytics"
  },
  "university": {
    "id": "nycu",
    "zh-Hant": "國立陽明交通大學",
    "short": "陽明交大",
    "en": "National Yang Ming Chiao Tung University",
    "ror": "https://ror.org/00se2k293"
  },
  "department": {
    "zh-Hant": "資訊學院科技犯罪偵查資通訊碩士在職專班"
  },
  "course_code": "CSCM30033",
  "category": {
    "id": "social-network-analysis",
    "zh-Hant": "社會網絡分析",
    "en": "social network analysis"
  },
  "relevance": {
    "id": "core",
    "zh-Hant": "核心課程",
    "en": "core"
  },
  "offering_type": {
    "id": "credit",
    "zh-Hant": "學分課程",
    "en": "credit course"
  },
  "level": {
    "id": "professional",
    "zh-Hant": "在職專班",
    "en": "professional"
  },
  "languages": [],
  "unverified": {
    "fields": [
      "languages"
    ],
    "checked_on": "2026-11-04",
    "note": {
      "zh-Hant": "陽明交大課程網頁未列授課語言，待確認。"
    }
  },
  "inclusion_note": {
    "zh-Hant": "課程概述以社會網絡分析理解犯罪組織結構為主軸，週次計畫前九週為社會網絡分析、網絡模型與各類犯罪網絡建構，後段再以 AI 分析犯罪網絡。"
  },
  "summary": {
    "zh-Hant": "在職專班課程，以 Gephi、UCINET、NodeXL 與 Python 進行網絡建構、指標計算、社群偵測與關鍵節點辨識，並結合大數據與機器學習方法分析通訊、金流與加密貨幣等犯罪網絡。"
  },
  "keywords": [
    "社會網絡分析",
    "犯罪網絡",
    "Gephi",
    "UCINET",
    "小世界網絡",
    "無尺度網絡"
  ],
  "historical": false,
  "latest": {
    "term": "115-1",
    "term_label": "115-1（2026 秋）",
    "term_label_en": "115-1 (fall 2026)",
    "instructors": [
      {
        "name": "張伊君"
      }
    ]
  },
  "freshness": {
    "id": "current",
    "zh-Hant": "本學期開課",
    "en": "offered this term"
  },
  "offerings": [
    {
      "term": "115-1",
      "term_label": "115-1（2026 秋）",
      "term_label_en": "115-1 (fall 2026)",
      "code": "555900",
      "instructors": [
        {
          "name": "張伊君"
        }
      ],
      "evidence_url": "https://coz.aa.nycu.edu.tw/course/115/1/555900",
      "verified_on": "2026-11-04",
      "note": {
        "zh-Hant": "當期課號 555900；115-1 為新開課程（研究資料所述），頁面未列校區。"
      }
    }
  ],
  "provenance": {
    "found_via": "research",
    "added": "2026-11-04",
    "reviewed": "2026-11-04"
  },
  "updated": "2026-11-04"
}