{
  "schemaVersion": 1,
  "id": "3.1.5",
  "title": "智能家居环境控制系统的数据分析与优化",
  "durationMinutes": 20,
  "category": "电子表格分析与优化",
  "scenario": "智能家居环境控制系统通过集成温度、湿度、光照、空气质量等多个传感器，实现对家庭环境的智能化管理。系统可以根据用户习惯自动调整室内环境，提高居住舒适度和能源效率。为了优化这一系统，需要对收集到的大量环境数据进行深入分析，以了解用户对不同环境参数的偏好，识别系统的潜在故障点，并优化系统的响应速度和能耗。\n\n（1）你作为人工智能训练师，根据给定的数据集（智能家居环境控制系统数据集.xlsx），从以下三方面：\n\n用户环境偏好：分析用户在一天中不同时段对温度、湿度和光照强度的偏好设置。\n\n系统响应时间：评估用户操作（如调节温度）到系统反馈的平均延迟，找出影响响应速度的因素。\n\n能源消耗分析：识别系统在不同操作下的平均能耗，寻找节能潜力。\n\n给出一份在用户环境偏好、系统响应时间和能源消耗分析方面的分析报告。\n\n（2）为了进一步增强产品功能和用户体验，给出智能家居环境控制系统的3个优化方向和对应的解决方案。\n\n以上答题保存在3.1.5.xlsx。",
  "skillRequirements": "（1）能对单一智能产品使用的数据进行全面分析，输出分析报告；\n\n（2）能对单一智能产品提出优化需求；\n\n（3）能为单一智能产品的应用设计智能解决方案。",
  "qualityIndicators": "（1）分析报告全面可靠；\n\n（2）优化方向合理，具有良好应用价值；\n\n（3）解决方案切实可行。",
  "tasks": [
    {
      "id": "spreadsheet-analysis",
      "type": "spreadsheet-analysis",
      "title": "电子表格数据分析",
      "instructions": "使用题目附件完成各分析维度，并提交关键发现。",
      "fields": [
        {
          "id": "dimension-1",
          "label": "用户环境偏好",
          "kind": "text"
        },
        {
          "id": "dimension-2",
          "label": "系统响应时间",
          "kind": "text"
        },
        {
          "id": "dimension-3",
          "label": "能源消耗分析",
          "kind": "text"
        }
      ]
    },
    {
      "id": "optimization",
      "type": "rubric-response",
      "title": "分析与优化建议",
      "instructions": "依据电子表格分析结果提出优化建议。",
      "sections": [
        {
          "id": "direction-1",
          "label": "优化方向1"
        },
        {
          "id": "direction-2",
          "label": "优化方向2"
        },
        {
          "id": "direction-3",
          "label": "优化方向3"
        }
      ],
      "rubric": [
        {
          "id": "criterion-1",
          "label": "关键发现有数据证据",
          "weight": 25
        },
        {
          "id": "criterion-2",
          "label": "优化方向对应问题",
          "weight": 25
        },
        {
          "id": "criterion-3",
          "label": "措施具体可执行",
          "weight": 25
        },
        {
          "id": "criterion-4",
          "label": "包含效果评价",
          "weight": 25
        }
      ]
    },
    {
      "id": "artifact-submission",
      "type": "artifact-submission",
      "title": "选择结果文件",
      "instructions": "文件仅在本机选择并校验，不上传，也不持久化文件内容。",
      "items": [
        {
          "id": "artifact-1",
          "label": "提交文件：3.1.5.xlsx",
          "filename": "3.1.5.xlsx",
          "extensions": [
            ".xlsx"
          ],
          "minCount": 1,
          "maxCount": 1,
          "maxSize": 104857600
        }
      ]
    }
  ],
  "attachments": [
    {
      "name": "3.1.5.docx",
      "url": "assets/3.1.5/3.1.5.docx",
      "size": 16930,
      "sha256": "e0411052105b475ce4b440d3138d3a60e6e0a4b8eac4a5f8750a8bcdb953e310",
      "mime": "application/vnd.openxmlformats-officedocument.wordprocessingml.document"
    },
    {
      "name": "3.1.5.md",
      "url": "assets/3.1.5/3.1.5.md",
      "size": 1895,
      "sha256": "e312fa0f0a8c227534e887c059cba78901c7d23e3f194357320e6477ec74bc5c",
      "mime": "text/markdown"
    },
    {
      "name": "智能家居环境控制系统数据集.xlsx",
      "url": "assets/3.1.5/智能家居环境控制系统数据集.xlsx",
      "size": 94405,
      "sha256": "5d5ceac604b9cca3c3577a449d2e0d02d8cb0a2a210188626aaceb4f7c2b4cea",
      "mime": "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"
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  ],
  "grading": {
    "mode": "completion-and-format-only"
  },
  "review": {
    "status": "approved",
    "notice": "由公开题面通用生成，未使用答案树。",
    "conflicts": []
  },
  "contentVersion": "0500f5db0dd629fb"
}