{"id":16243,"date":"2026-10-23T17:54:42","date_gmt":"2026-10-23T08:54:42","guid":{"rendered":"https:\/\/debono.co.jp\/media\/ai-usecase\/en-academic-transcript-check\/"},"modified":"2026-10-23T17:54:42","modified_gmt":"2026-10-23T08:54:42","slug":"en-academic-transcript-check","status":"publish","type":"ai_usecase","link":"https:\/\/debono.co.jp\/media\/ai-usecase\/en-academic-transcript-check\/","title":{"rendered":"\u5927\u5b66\u30fb\u7814\u7a76\u6a5f\u95a2\u304c\u6d77\u5916\u306e\u5927\u5b66\u306e\u82f1\u6587\u306e\u5b66\u4f4d\u8a18\u3068\u6210\u7e3e\u8a3c\u660e\u66f8\u3092\u8aad\u307f\u53d6\u308a\u3001\u5b66\u4f4d\u30fb\u5c02\u653b\u30fb\u4fee\u4e86\u65e5\u3092\u5fdc\u52df\u66f8\u985e\u306e\u8a18\u8f09\u3068\u7167\u3089\u3057\u3066\u3001\u98df\u3044\u9055\u3044\u3092\u9078\u8003\u306e\u524d\u306b\u62fe\u3046"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u7814\u7a76\u8005\u30fb\u6559\u54e1\u306e\u516c\u52df\u3067\u3001\u6d77\u5916\u306e\u5927\u5b66\u3092\u51fa\u305f\u5fdc\u52df\u8005\u304c\u51fa\u3059\u82f1\u6587\u306e\u5b66\u4f4d\u8a18\u3068\u6210\u7e3e\u8a3c\u660e\u66f8\u3092\u8aad\u307f\u53d6\u308a\u307e\u3059\u3002\u6c0f\u540d\u30fb\u5927\u5b66\u540d\u30fb\u5b66\u4f4d\u30fb\u5c02\u653b\u30fb\u6388\u4e0e\u65e5\u3092\u5fdc\u52df\u66f8\u985e\u306e\u5b66\u6b74\u306e\u6b04\u3068\u7167\u3089\u3057\u3001\u98df\u3044\u9055\u3044\u3068\u8aad\u3081\u306a\u304b\u3063\u305f\u9805\u76ee\u3092\u9078\u8003\u306e\u524d\u306b\u63a1\u7528\u62c5\u5f53\u3078\u8fd4\u3057\u307e\u3059\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"template":"","meta":{"swell_btn_cv_data":"","usecase_id":"UC-1670","platform_main":"AWS Textract","publish_date":"","last_updated":"2026-10-23","tech_verified_date":"2026-10-15","trigger":"**\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09\u306b\u5fdc\u52df\u8005\u306e\u66f8\u985e\u304c\u7f6e\u304b\u308c\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** \u5fdc\u52df\u53d7\u4ed8\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u6bce\u671d7\u6642\u306b\u524d\u65e5\u5206\u3092\u66f8\u304d\u51fa\u3057\u3001`<\u5fdc\u52df\u8005\u756a\u53f7>\/diploma_1.pdf`\u3001`<\u5fdc\u52df\u8005\u756a\u53f7>\/transcript_1.pdf`\u3001`<\u5fdc\u52df\u8005\u756a\u53f7>\/form.json` \u306e\u5f62\u3067\u7f6e\u304d\u307e\u3059\u3002**\u516c\u52df\u306e\u7de0\u5207\u306e\u76f4\u5f8c\u306b\u307e\u3068\u3081\u3066\u51e6\u7406\u3059\u308b\u3068\u3001\u78ba\u8a8d\u304c\u9078\u8003\u59d4\u54e1\u4f1a\u306e\u76f4\u524d\u306b\u96c6\u4e2d\u3057\u307e\u3059\u3002** \u5c4a\u3044\u305f\u7fcc\u671d\u306b\u306f\u7d50\u679c\u304c\u4e00\u89a7\u306b\u4e26\u3076\u5f62\u306b\u3057\u307e\u3059\u3002\n\n**`form.json` \u306e\u4fdd\u5b58\u3092\u6700\u5f8c\u306b\u884c\u3044\u3001\u305d\u308c\u3092\u5408\u56f3\u306b\u540c\u3058\u5fdc\u52df\u8005\u756a\u53f7\u306e\u66f8\u985e\u3092\u8aad\u307f\u53d6\u308a\u306b\u56de\u3057\u307e\u3059\u3002**\n\nAWS Lambda \u304c\u66f8\u985e\u3054\u3068\u306b `StartDocumentAnalysis` \u3092\u547c\u3073\u307e\u3059\u3002**\u540c\u671f\u306e\u51e6\u7406\u3067\u306f PDF \u306f1\u30da\u30fc\u30b8\u307e\u3067\u306a\u306e\u3067\u3001\u975e\u540c\u671f\u306b\u305d\u308d\u3048\u307e\u3059\u3002** `ClientRequestToken` \u306b\u30d5\u30a1\u30a4\u30eb\u306e\u30cf\u30c3\u30b7\u30e5\u304b\u3089\u4f5c\u3063\u305f\u5024\u3092\u5165\u308c\u308b\u3068\u3001**\u4e8c\u5ea6\u7f6e\u3044\u3066\u3082\u4e8c\u91cd\u306b\u8aad\u307f\u307e\u305b\u3093\u3002** \u5b8c\u4e86\u306f Amazon SNS \u306b\u5c4a\u304d\u3001`GetDocumentAnalysis` \u3067\u7d50\u679c\u3092\u53d6\u308a\u307e\u3059\u3002**\u7d50\u679c\u306f\u65e2\u5b9a\u30677\u65e5\u9593\u3057\u304b\u53d6\u308c\u306a\u3044\u305f\u3081\u3001`OutputConfig` \u3067\u81ea\u793e\u306e S3 \u306b\u51fa\u3057\u307e\u3059\u3002**","input_data":"| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u5b66\u4f4d\u8a18 | PDF\u3002\u591a\u304f\u306f1\u30da\u30fc\u30b8\u3002\u5b66\u4f4d\u540d\u30fb\u5c02\u653b\u30fb\u5927\u5b66\u540d\u30fb\u6388\u4e0e\u65e5\u30fb\u6c0f\u540d | \u5fdc\u52df\u53d7\u4ed8\u30b7\u30b9\u30c6\u30e0\uff08S3\uff09 |\n| \u6210\u7e3e\u8a3c\u660e\u66f8 | PDF\u3002\u8907\u6570\u30da\u30fc\u30b8\u3002\u5b66\u671f\u3054\u3068\u306e\u79d1\u76ee\u3068\u6210\u7e3e\u3001\u5728\u7c4d\u671f\u9593\u3001**\u5b66\u4f4d\u306e\u6388\u4e0e\u306e\u8a18\u8f09** | \u5fdc\u52df\u53d7\u4ed8\u30b7\u30b9\u30c6\u30e0\uff08S3\uff09 |\n| \u30d5\u30a9\u30fc\u30e0\u306e\u5b66\u6b74 | \u5927\u5b66\u540d\u30fb\u56fd\u30fb\u5b66\u4f4d\u30fb\u5c02\u653b\u30fb\u5165\u5b66\u5e74\u6708\u30fb\u4fee\u4e86\u5e74\u6708\u3001\u6c0f\u540d\uff08\u30ed\u30fc\u30de\u5b57\uff09 | \u5fdc\u52df\u53d7\u4ed8\u30b7\u30b9\u30c6\u30e0\uff08`form.json`\uff09 |\n| \u5927\u5b66\u540d\u306e\u5225\u540d\u8868 | \u5927\u5b66\u306e\u65e7\u540d\u79f0\u30fb\u7565\u79f0\u30fb\u30ad\u30e3\u30f3\u30d1\u30b9\u540d\u3068\u3001\u6b63\u5f0f\u540d\u79f0\u306e\u5bfe\u5fdc | \u63a1\u7528\u62c5\u5f53\u304c\u80b2\u3066\u308b\u8868 |\n| \u5b66\u4f4d\u540d\u306e\u5bfe\u5fdc\u8868 | \u300cMSc\u300d\u300cM.S.\u300d\u306a\u3069\u306e\u8a00\u3044\u65b9\u3068\u5b66\u4f4d\u306e\u6bb5\u968e\uff08\u5b66\u58eb\u30fb\u4fee\u58eb\u30fb\u535a\u58eb\uff09\u306e\u5bfe\u5fdc | \u63a1\u7528\u62c5\u5f53\u304c\u80b2\u3066\u308b\u8868 |\n| \u7167\u5408\u306e\u6c7a\u307e\u308a | \u4fee\u4e86\u5e74\u6708\u306e\u5dee\u3092\u3069\u3053\u304b\u3089\u300c\u8981\u78ba\u8a8d\u300d\u3068\u3059\u308b\u304b\u3001\u8aad\u307f\u53d6\u308a\u306e\u4fe1\u983c\u5ea6\u306e\u4e0b\u9650 | \u4eba\u4e8b\u90e8\u304c\u6c7a\u3081\u305f\u8868 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u4e0b\u306e3\u3064\u3067\u3059\u3002** \u5225\u540d\u8868\u304c\u7121\u3051\u308c\u3070\u6539\u79f0\u3057\u305f\u5927\u5b66\u306f\u3059\u3079\u3066 `mismatch` \u306b\u306a\u308a\u3001\u5bfe\u5fdc\u8868\u304c\u7121\u3051\u308c\u3070\u300cM.S.\u300d\u3068\u300cMaster of Science\u300d\u304c\u5225\u7269\u306b\u306a\u308a\u307e\u3059\u3002**\u3069\u3061\u3089\u3082\u7a7a\u3067\u59cb\u3081\u3001\u78ba\u8a8d\u306e\u305f\u3073\u306b1\u884c\u305a\u3064\u8db3\u3057\u307e\u3059\u3002** \u5bfe\u5fdc\u8868\u306b\u300c\u65e5\u672c\u306e\u3069\u306e\u5b66\u4f4d\u306b\u5f53\u305f\u308b\u304b\u300d\u306f\u66f8\u304d\u307e\u305b\u3093\u3002**\u5f53\u3066\u306f\u3081\u306f\u63a1\u7528\u3059\u308b\u5074\u306e\u5224\u65ad\u3060\u304b\u3089\u3067\u3059\u3002**","data_source":"\u8aad\u307f\u53d6\u308a\u306f `StartDocumentAnalysis` \u306b `FeatureTypes` \u3068\u3057\u3066 `QUERIES`\u3001`TABLES`\u3001`LAYOUT` \u3092\u6307\u5b9a\u3057\u3066\u884c\u3044\u307e\u3059\u3002**\u5168\u6587\u306e\u884c\u3068\u5358\u8a9e\u306f\u3001\u6307\u5b9a\u3057\u305f\u6a5f\u80fd\u306b\u304b\u304b\u308f\u3089\u305a\u8fd4\u308a\u307e\u3059\u3002**\n\n| \u53d6\u308b\u3082\u306e | \u3069\u306e\u6a5f\u80fd\u3067 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u8cea\u554f\u3078\u306e\u7b54\u3048 | `QUERIES` | \u6c0f\u540d\u30fb\u5927\u5b66\u540d\u30fb\u5b66\u4f4d\u30fb\u5c02\u653b\u30fb\u6388\u4e0e\u65e5\u306a\u3069\u3001\u6c7a\u307e\u3063\u305f\u9805\u76ee\u306e\u5024\u3068\u4fe1\u983c\u5ea6 |\n| \u8868 | `TABLES` | \u5b66\u671f\u3054\u3068\u306e\u79d1\u76ee\u306e\u8868\u3002\u6700\u521d\u3068\u6700\u5f8c\u306e\u5b66\u671f\u304b\u3089\u5728\u7c4d\u671f\u9593\u3092\u78ba\u304b\u3081\u308b |\n| \u6587\u66f8\u306e\u533a\u753b | `LAYOUT` | **\u5b66\u4f4d\u8a18\u306e\u5927\u304d\u306a\u98fe\u308a\u6587\u5b57\u306e\u5b66\u4f4d\u540d\u3092\u300c\u984c\u540d\u300d\u3068\u3057\u3066\u62fe\u3046** |\n| \u5168\u6587\u306e\u884c\u3068\u5358\u8a9e | \u5e38\u306b\u8fd4\u308b | \u7b54\u3048\u306e\u4f4d\u7f6e\u306e\u78ba\u304b\u3081\u3068\u3001\u300cExpected\u300d\u306a\u3069\u306e\u8a9e\u3092\u63a2\u3059\u6750\u6599 |\n\n**\u8cea\u554f\u306f\u5bfe\u8c61\u306e\u30da\u30fc\u30b8\u3092\u6307\u5b9a\u3057\u306a\u3044\u3068\u3001\u65e2\u5b9a\u30671\u30da\u30fc\u30b8\u76ee\u306b\u3057\u304b\u5f53\u305f\u308a\u307e\u305b\u3093\u3002** \u6210\u7e3e\u8a3c\u660e\u66f8\u306e\u6388\u4e0e\u65e5\u306f\u6700\u5f8c\u306e\u30da\u30fc\u30b8\u306b\u3042\u308b\u3053\u3068\u304c\u591a\u3044\u306e\u3067\u3001**\u6210\u7e3e\u8a3c\u660e\u66f8\u306e\u8cea\u554f\u306b\u306f `Pages: [\"*\"]` \u3092\u4ed8\u3051\u3066\u5168\u30da\u30fc\u30b8\u306b\u5f53\u3066\u307e\u3059\u3002** \u5b66\u4f4d\u8a18\u306f1\u30da\u30fc\u30b8\u306a\u306e\u3067\u6307\u5b9a\u3057\u306a\u304f\u3066\u3082\u8db3\u308a\u307e\u3059\u3002\n\n**\u8cea\u554f\u306f1\u30da\u30fc\u30b8\u3042\u305f\u308a\u975e\u540c\u671f\u306e\u51e6\u7406\u306730\u554f\u307e\u3067\u3001\u6587\u306f200\u5b57\u307e\u3067\u82f1\u6570\u5b57\u3068\u8a18\u53f7\u3060\u3051**\u3067\u66f8\u304d\u307e\u3059\u3002\u672c\u8a18\u4e8b\u306f\u66f8\u985e\u3054\u3068\u306b8\u554f\u524d\u5f8c\u306b\u7d5e\u308a\u307e\u3059\u3002\u5728\u7c4d\u671f\u9593\u304c\u30d5\u30a9\u30fc\u30e0\u306e\u5165\u5b66\u5e74\u6708\u3068\u5927\u304d\u304f\u96e2\u308c\u3066\u3044\u308c\u3070\u3001**\u5225\u306e\u8ab2\u7a0b\u306e\u6210\u7e3e\u8a3c\u660e\u66f8\u304c\u6dfb\u3048\u3089\u308c\u3066\u3044\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002**","preprocessing":"1. **\u5f62\u5f0f\u306e\u78ba\u8a8d** \u2026 JPEG\u3001PNG\u3001PDF\u3001TIFF \u3067\u3042\u308b\u3053\u3068\u3002XFA\u5f62\u5f0f\u306ePDF\u306f\u6271\u3048\u306a\u3044\u305f\u3081\u3001\u5370\u5237\u3057\u76f4\u3057\u3066PDF\u306b\u3057\u307e\u3059\n2. **\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u78ba\u8a8d** \u2026 PDF\u306f\u30d1\u30b9\u30ef\u30fc\u30c9\u4fdd\u8b77\u4e0d\u53ef\u3067\u3059\u3002**\u5927\u5b66\u304c\u96fb\u5b50\u7684\u306b\u767a\u884c\u3057\u305f\u6210\u7e3e\u8a3c\u660e\u66f8\u306b\u306f\u30d1\u30b9\u30ef\u30fc\u30c9\u4ed8\u304d\u306e\u3082\u306e\u304c\u3042\u308a\u3001** \u305d\u306e\u5834\u5408\u306f\u89e3\u9664\u3057\u305f\u5199\u3057\u3092\u5fdc\u52df\u8005\u306b\u983c\u3080\u304b\u3001\u4eba\u306e\u78ba\u8a8d\u306b\u56de\u3057\u307e\u3059\n3. **\u30b5\u30a4\u30ba\u3068\u5bf8\u6cd5\u306e\u78ba\u8a8d** \u2026 \u975e\u540c\u671f\u306e\u51e6\u7406\u3067 PDF \u3068 TIFF \u306f500MB\u30fb3,000\u30da\u30fc\u30b8\u3001JPEG \u3068 PNG \u306f10MB\u307e\u3067\u3001\u753b\u50cf\u306f\u3069\u306e\u8fba\u308210,000\u30d4\u30af\u30bb\u30eb\u4ee5\u4e0b\u3067\u3059\n4. **\u6587\u5b57\u306e\u5927\u304d\u3055\u306e\u78ba\u8a8d** \u2026 \u6587\u5b57\u306e\u9ad8\u3055\u304c15\u30d4\u30af\u30bb\u30eb\uff08150 DPI\u30678\u30dd\u30a4\u30f3\u30c8\u76f8\u5f53\uff09\u3092\u4e0b\u56de\u308b\u3068\u691c\u51fa\u3055\u308c\u307e\u305b\u3093\u3002**\u6388\u4e0e\u65e5\u306f\u5c0f\u3055\u306a\u5b57\u306e\u3053\u3068\u304c\u591a\u3044\u306e\u3067\u3001\u7e2e\u5c0f\u3057\u3059\u304e\u307e\u305b\u3093**\n5. **\u66f8\u985e\u306e\u7a2e\u985e\u306e\u632f\u308a\u5206\u3051** \u2026 \u30d5\u30a1\u30a4\u30eb\u540d\u3067\u306f\u306a\u304f\u3001\u5168\u6587\u306e\u6700\u521d\u306e\u6570\u884c\u306e\u300cTranscript\u300d\u300cDiploma\u300d\u306a\u3069\u306e\u8a9e\u3067\u632f\u308a\u5206\u3051\u307e\u3059\n6. **\u8a00\u8a9e\u306e\u78ba\u8a8d** \u2026 \u82f1\u8a9e\u306e\u5b66\u4f4d\u540d\u30fb\u6708\u540d\u306e\u8a9e\u304c\u307b\u3068\u3093\u3069\u7121\u3051\u308c\u3070\u82f1\u8a9e\u4ee5\u5916\u3068\u307f\u306a\u3057\u3001\u8cea\u554f\u3092\u5f53\u3066\u305a\u306b\u4eba\u306b\u56de\u3057\u307e\u3059\u3002**\u7ffb\u8a33\u8a3c\u660e\u3064\u304d\u306e\u82f1\u8a33\u304c\u3042\u308c\u3070\u82f1\u8a33\u3092\u8aad\u307f\u307e\u3059**\n\n**2\u756a\u76ee\u30686\u756a\u76ee\u306f\u3001\u3069\u3061\u3089\u3082\u300c\u7b54\u3048\u304c\u7a7a\u300d\u3068\u3057\u3066\u8fd4\u308a `not_found` \u3068\u533a\u5225\u304c\u3064\u304b\u306a\u3044\u305f\u3081\u3001**\u524d\u51e6\u7406\u3067\u7406\u7531\u3092\u4ed8\u3051\u3066\u5206\u3051\u307e\u3059\u3002","ai_processing":"**\u3055\u305b\u308b\u306e\u306f\u3001\u66f8\u985e\u304b\u3089\u6c7a\u307e\u3063\u305f\u9805\u76ee\u306e\u5024\u3092\u8aad\u307f\u53d6\u308a\u3001\u6839\u62e0\u306e\u4f4d\u7f6e\u3068\u4fe1\u983c\u5ea6\u3092\u6dfb\u3048\u308b\u3053\u3068\u3060\u3051\u3067\u3059\u3002** \u7167\u3089\u3057\u5408\u308f\u305b\u306f\u3001\u8aad\u307f\u53d6\u308a\u306e\u5f8c\u306b\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u898f\u5247\u304c\u884c\u3044\u307e\u3059\u3002\n\n| \u8aad\u307f\u53d6\u308b\u9805\u76ee | \u4e2d\u8eab | \u8aad\u307f\u53d6\u308c\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u6c0f\u540d | \u66f8\u985e\u306b\u66f8\u304b\u308c\u305f\u672c\u4eba\u306e\u6c0f\u540d | \u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070 `not_found` |\n| \u5927\u5b66\u540d | \u5b66\u4f4d\u3092\u51fa\u3057\u305f\u5927\u5b66\u30fb\u6a5f\u95a2\u306e\u540d\u524d | \u8aad\u3081\u306a\u3051\u308c\u3070 `unreadable` |\n| \u5b66\u4f4d | \u5b66\u4f4d\u306e\u540d\u524d\uff08Bachelor of \u301c\u3001Master of \u301c\u3001Doctor of Philosophy \u306a\u3069\uff09 | \u5bfe\u5fdc\u8868\u306b\u7121\u3051\u308c\u3070 `cannot_map` |\n| \u5c02\u653b | \u5c02\u653b\u30fb\u5206\u91ce\u306e\u540d\u524d | \u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070 `not_found` |\n| \u6388\u4e0e\u65e5 | \u5b66\u4f4d\u3092\u6388\u4e0e\u3057\u305f\u65e5\uff08Date Conferred\u3001Date Awarded \u306a\u3069\uff09 | \u65e5\u30fb\u6708\u306e\u9806\u304c\u6c7a\u307e\u3089\u306a\u3051\u308c\u3070 `ambiguous` |\n| \u5b66\u4f4d\u306e\u72b6\u614b | \u6388\u4e0e\u6e08\u307f\u304b\u3001\u898b\u8fbc\u307f\u30fb\u5728\u5b66\u4e2d\u304b | \u300cExpected\u300d\u300cIn Progress\u300d\u304c\u3042\u308c\u3070 `pending` |\n| \u5728\u7c4d\u671f\u9593\u30fb\u767a\u884c\u65e5 | \u6700\u521d\u3068\u6700\u5f8c\u306e\u5b66\u671f\u3001\u767a\u884c\u3057\u305f\u65e5 | \u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070 `not_found` |\n\n**\u5b66\u4f4d\u306e\u72b6\u614b\u3092\u72ec\u7acb\u3057\u3066\u8aad\u3080\u306e\u304c\u3001\u3053\u306e\u8868\u3067\u3044\u3061\u3070\u3093\u5927\u4e8b\u306a\u3068\u3053\u308d\u3067\u3059\u3002** \u5728\u5b66\u4e2d\u306e\u6210\u7e3e\u8a3c\u660e\u66f8\u306b\u306f\u6388\u4e0e\u65e5\u304c\u7121\u3044\u304b\u300cDegree Expected\u300d\u3068\u66f8\u304b\u308c\u3001**\u305d\u306e\u307e\u307e\u7167\u5408\u3059\u308b\u3068\u98df\u3044\u9055\u3044\u306b\u898b\u3048\u307e\u3059\u304c\u3001\u5b9f\u969b\u306f\u300c\u307e\u3060\u6388\u4e0e\u3055\u308c\u3066\u3044\u306a\u3044\u300d\u3067\u3059\u3002** \u898b\u8fbc\u307f\u3067\u306e\u5fdc\u52df\u3092\u8a8d\u3081\u308b\u516c\u52df\u304b\u3067\u6271\u3044\u304c\u5909\u308f\u308b\u305f\u3081\u3001\u5225\u306e\u9805\u76ee\u306b\u3057\u307e\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u66f8\u985e\u306e\u771f\u507d\u306e\u5224\u65ad | \u898b\u305f\u76ee\u304b\u3089\u306f\u5206\u304b\u3089\u306a\u3044\u3002\u5fc5\u8981\u306a\u3089\u767a\u884c\u3057\u305f\u5927\u5b66\u306b\u5225\u306e\u7d4c\u8def\u3067\u78ba\u304b\u3081\u308b |\n| \u5b66\u4f4d\u306e\u5f53\u3066\u306f\u3081\u30fb\u5fdc\u52df\u8cc7\u683c\u306e\u5224\u65ad | \u5236\u5ea6\u3054\u3068\u306b\u4e2d\u8eab\u304c\u9055\u3046\u3002\u63a1\u7528\u3059\u308b\u5074\u3068\u9078\u8003\u59d4\u54e1\u4f1a\u304c\u6c7a\u3081\u308b |\n| \u8aad\u3081\u306a\u304b\u3063\u305f\u5024\u306e\u88dc\u5b8c | \u30d5\u30a9\u30fc\u30e0\u306e\u8a18\u8f09\u3067\u57cb\u3081\u308b\u3068\u7167\u5408\u306e\u610f\u5473\u304c\u306a\u304f\u306a\u308b |","prompt_example":"AWS Textract \u3078\u306e\u6307\u793a\u306f\u3001\u82f1\u8a9e\u306e\u8cea\u554f\u306e\u4e00\u89a7\u3067\u3059\u3002**\u5225\u540d\u3092\u4ed8\u3051\u3066\u3001\u53d7\u3051\u53d6\u308b\u5074\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u9805\u76ee\u3092\u53d6\u308a\u9055\u3048\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\u3002** \u6210\u7e3e\u8a3c\u660e\u66f8\u306b\u306f\u6b21\u306e\u8cea\u554f\u3092\u5168\u30da\u30fc\u30b8\u306b\u5f53\u3066\u307e\u3059\u3002\n\n```\nQueriesConfig:\n  Queries:\n    - Text: \"What is the student's full name?\"\n      Alias: NAME\n      Pages: [\"*\"]\n    - Text: \"What is the name of the university or institution?\"\n      Alias: INSTITUTION\n      Pages: [\"*\"]\n    - Text: \"What degree was conferred or awarded?\"\n      Alias: DEGREE\n      Pages: [\"*\"]\n    - Text: \"What is the major or field of study?\"\n      Alias: MAJOR\n      Pages: [\"*\"]\n    - Text: \"What is the date the degree was conferred or awarded?\"\n      Alias: CONFERRAL_DATE\n      Pages: [\"*\"]\n    - Text: \"What is the date of admission or first enrollment?\"\n      Alias: ENTRY_DATE\n      Pages: [\"*\"]\n    - Text: \"What is the date this transcript was issued?\"\n      Alias: ISSUE_DATE\n      Pages: [\"*\"]\n```\n\n**\u5b66\u4f4d\u8a18\u306b\u306f\u3001\u6c0f\u540d\u30fb\u5927\u5b66\u540d\u30fb\u5b66\u4f4d\u30fb\u5c02\u653b\u30fb\u6388\u4e0e\u65e5\u306e5\u554f\u3060\u3051\u3092\u5f53\u3066\u307e\u3059\u3002** \u53d6\u308c\u306a\u304b\u3063\u305f\u3068\u304d\u306f\u3001`LAYOUT` \u306e\u984c\u540d\u306e\u6587\u5b57\u5217\u3092\u5b66\u4f4d\u306e\u5019\u88dc\u3068\u3057\u3066\u6b8b\u3057\u307e\u3059\u3002\n\n\u53d7\u3051\u53d6\u3063\u305f\u7b54\u3048\u306b\u5bfe\u3057\u3066\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u5074\u3067\u6b21\u306e\u6c7a\u307e\u308a\u3092\u5f53\u3066\u307e\u3059\u3002**\u3053\u308c\u304c\u5b9f\u8cea\u7684\u306a\u300c\u6307\u793a\u300d\u3067\u3059\u3002**\n\n```\n\u3010\u7b54\u3048\u306e\u6271\u3044\u306e\u6c7a\u307e\u308a\u3011\n1. \u7b54\u3048\u304c\u7a7a\u306e\u9805\u76ee\u306f not_found \u3068\u3059\u308b\u3002\u30d5\u30a9\u30fc\u30e0\u306e\u8a18\u8f09\u3067\u57cb\u3081\u306a\u3044\u3002\n2. \u4fe1\u983c\u5ea6\u304c\u6c7a\u3081\u305f\u5024\u3092\u4e0b\u56de\u308b\u9805\u76ee\u306f unreadable \u3068\u3057\u3001\u5024\u306f\u53c2\u8003\u3068\u3057\u3066\u6b8b\u3059\u3002\n3. \u7b54\u3048\u306e\u6587\u5b57\u5217\u304c\u5168\u6587\u306e\u884c\u306e\u3069\u3053\u306b\u3042\u308b\u304b\u3092\u63a2\u3057\u3001\u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070 ambiguous \u3068\u3059\u308b\u3002\n4. \u65e5\u4ed8\u306f\u3001\u6708\u306e\u540d\u524d\u304c\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\uff08June 5, 2021\uff0f5 June 2021\uff09\u305d\u306e\u307e\u307e\u8aad\u3080\u3002\n   \u6570\u5b57\u3060\u3051\u3067\u65e5\u3068\u6708\u306e\u4e21\u65b9\u304c12\u4ee5\u4e0b\u306a\u3089 ambiguous \u3068\u3057\u3001\n   \u30d5\u30a9\u30fc\u30e0\u306e\u4fee\u4e86\u5e74\u6708\u306b\u8fd1\u3044\u307b\u3046\u3092\u9078\u3070\u306a\u3044\u3002\n5. \u5168\u6587\u306b\u300cExpected\u300d\u300cIn Progress\u300d\u300cNot Conferred\u300d\u300cPending\u300d\u304c\u3042\u308c\u3070\u3001\n   \u5b66\u4f4d\u306e\u72b6\u614b\u3092 pending \u3068\u3057\u3001\u6388\u4e0e\u65e5\u306e\u7167\u5408\u3092\u884c\u308f\u306a\u3044\u3002\n6. \u5b66\u4f4d\u306f\u5b66\u4f4d\u540d\u306e\u5bfe\u5fdc\u8868\u3067\u6bb5\u968e\uff08bachelor\uff0fmaster\uff0fdoctor\uff09\u306b\u305d\u308d\u3048\u308b\u3002\n   \u8868\u306b\u7121\u3044\u8a00\u3044\u65b9\u306f cannot_map \u3068\u3057\u3001\u8fd1\u3044\u8a00\u3044\u65b9\u306b\u5bc4\u305b\u306a\u3044\u3002\n7. \u5927\u5b66\u540d\u306f\u5927\u5b66\u540d\u306e\u5225\u540d\u8868\u3067\u6b63\u5f0f\u540d\u79f0\u306b\u305d\u308d\u3048\u3066\u304b\u3089\u6bd4\u3079\u308b\u3002\n   \u8868\u306b\u7121\u3044\u540d\u524d\u306f\u3001\u305d\u306e\u307e\u307e\u6bd4\u3079\u3066\u9055\u3048\u3070 mismatch \u3068\u3059\u308b\u3002\n8. \u6c0f\u540d\u306f\u5927\u6587\u5b57\u30fb\u5c0f\u6587\u5b57\u3068\u8a18\u53f7\u3092\u5916\u3057\u3001\u8a9e\u306e\u96c6\u307e\u308a\u3068\u3057\u3066\u6bd4\u3079\u308b\u3002\n   \u8a9e\u306e\u9806\u3060\u3051\u304c\u9055\u3046\u3082\u306e\u306f partial\u3001\u8a9e\u304c\u8db3\u308a\u306a\u3044\u30fb\u591a\u3044\u3082\u306e\u3082 partial\u3001\n   \u5171\u901a\u3059\u308b\u8a9e\u304c\u7121\u3044\u3082\u306e\u3092 mismatch \u3068\u3059\u308b\u3002\n9. \u5c02\u653b\u306f\u8a00\u3044\u65b9\u306e\u5dee\u304c\u5927\u304d\u3044\u306e\u3067\u3001\u4e00\u81f4\u30fb\u4e0d\u4e00\u81f4\u3092\u6c7a\u3081\u306a\u3044\u3002\n   \u8aad\u307f\u53d6\u3063\u305f\u5024\u3068\u30d5\u30a9\u30fc\u30e0\u306e\u5024\u3092\u4e26\u3079\u3001wording_differs \u3068\u3057\u3066\u4eba\u306b\u898b\u305b\u308b\u3002\n10. \u6210\u7e3e\uff08GPA\u3001\u79d1\u76ee\u3054\u3068\u306e\u8a55\u4fa1\uff09\u306f\u8aad\u307f\u53d6\u308a\u7d50\u679c\u306b\u6b8b\u3055\u305a\u3001\u7167\u5408\u306b\u3082\u4f7f\u308f\u306a\u3044\u3002\n```\n\n**4\u756a\u76ee\u30688\u756a\u76ee\u304c\u89e3\u91c8\u306e\u7f60\u3067\u3059\u3002** \u65e5\u4ed8\u3092\u300c\u8fd1\u3044\u307b\u3046\u300d\u3067\u6c7a\u3081\u308b\u3068\u3001\u5916\u308c\u305f\u3068\u304d\u306b\u8ab0\u3082\u6c17\u3065\u304d\u307e\u305b\u3093\u3002\u6c0f\u540d\u306f\u540d\u3068\u59d3\u306e\u9806\u3001\u30df\u30c9\u30eb\u30cd\u30fc\u30e0\u3001\u7d50\u5a5a\u524d\u306e\u59d3\u306e\u9055\u3044\u304c\u666e\u901a\u306b\u3042\u308a\u3001**\u8a9e\u306e\u9806\u306e\u9055\u3044\u3092 `mismatch` \u306b\u3059\u308b\u3068\u78ba\u8a8d\u304c\u610f\u5473\u306e\u306a\u3044\u9055\u3044\u3067\u57cb\u307e\u308a\u307e\u3059\u3002** 10\u756a\u76ee\u306f\u3001**\u9078\u8003\u306e\u6750\u6599\u304c\u610f\u56f3\u305b\u305a\u5897\u3048\u308b\u306e\u3092\u9632\u3050**\u6c7a\u307e\u308a\u3067\u3059\u3002","output_data":"**\u8aad\u307f\u53d6\u308a\u3068\u7167\u5408\u306e\u7d50\u679c\u3092\u3001\u5fdc\u52df\u8005\u3054\u3068\u306b\u6b21\u306e\u5f62\u306eJSON\u306b\u307e\u3068\u3081\u3066\u4e00\u89a7\u3078\u6e21\u3057\u307e\u3059\u3002**\n\n```json\n{\n  \"applicant_id\": \"2026-R114-0087\",\n  \"documents\": [\n    { \"doc_type\": \"transcript | diploma | other\", \"file\": \"transcript_1.pdf\",\n      \"pages\": 4, \"language_check\": \"english | other\", \"job_id\": \"\" }\n  ],\n  \"fields\": [\n    { \"item\": \"CONFERRAL_DATE\", \"source\": \"transcript_1.pdf\",\n      \"status\": \"ok | not_found | unreadable | ambiguous | pending | cannot_map\",\n      \"value\": \"June 5, 2021\", \"normalized\": \"2021-06-05\",\n      \"confidence\": 0, \"page\": 4 }\n  ],\n  \"comparison\": [\n    { \"item\": \"degree_level\", \"form\": \"master\", \"document\": \"master\",\n      \"result\": \"match | partial | mismatch | wording_differs | cannot_check\" },\n    { \"item\": \"completion_month\", \"form\": \"2021-03\", \"document\": \"2021-06\",\n      \"gap_months\": 3, \"result\": \"match | partial | mismatch | cannot_check\" }\n  ],\n  \"verdict\": \"consistent | review | missing_document\"\n}\n```\n\n`comparison` \u306e `item` \u306f `name` \uff0f `institution` \uff0f `degree_level` \uff0f `major` \uff0f `completion_month` \uff0f `enrollment_period` \u3067\u3059\u3002\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`fields`\uff08\u66f8\u985e\u306e\u8a18\u9332\uff09\u3068 `comparison`\uff08\u81ea\u793e\u306e\u6c7a\u307e\u308a\u3067\u7167\u3089\u3057\u305f\u7d50\u679c\uff09\u3092\u5225\u306e\u5c64\u306b\u7f6e\u3051\u308b\u3053\u3068\u3067\u3059\u3002** \u8868\u3084\u6c7a\u307e\u308a\u3092\u76f4\u3057\u3066\u3082\u3001**\u8aad\u307f\u53d6\u308a\u3092\u3084\u308a\u76f4\u3055\u305a\u306b\u7167\u5408\u3060\u3051\u3092\u5f15\u304d\u76f4\u305b\u307e\u3059\u3002** 2\u3064\u76ee\u306f\u3001`verdict` \u30923\u6bb5\u968e\u306b\u9650\u308c\u308b\u3053\u3068\u3067\u3059\u3002\n\n| `verdict` | \u6761\u4ef6 | \u63a1\u7528\u62c5\u5f53\u306e\u6271\u3044 |\n|:--|:--|:--|\n| `consistent` | \u5168\u9805\u76ee\u304c `match`\u3001\u307e\u305f\u306f `partial` \u304c\u6c0f\u540d\u306e\u8a9e\u306e\u9806\u3060\u3051 | \u4e00\u89a7\u3067\u6d41\u3057\u898b\u3066\u5370\u3092\u4ed8\u3051\u308b |\n| `review` | `match` \u4ee5\u5916\u306e\u5024\uff08\u8a9e\u306e\u9806\u3060\u3051\u306e `partial` \u3092\u9664\u304f\uff09\u304c\u3042\u308b | \u66f8\u985e\u306e\u753b\u50cf\u3067\u78ba\u304b\u3081\u308b |\n| `missing_document` | \u66f8\u985e\u304c\u6b20\u3051\u3066\u3044\u308b\u3001\u307e\u305f\u306f\u82f1\u8a9e\u4ee5\u5916\u3067\u8aad\u3081\u306a\u3044 | \u66f8\u985e\u306e\u8ffd\u52a0\u3092\u983c\u3080\u304b\u3001\u4eba\u304c\u8aad\u3080 |\n\n**`verdict` \u306b\u300c\u4e0d\u6b63\u300d\u300c\u4e0d\u5408\u683c\u300d\u306b\u5f53\u305f\u308b\u5024\u3092\u7f6e\u304b\u306a\u3044\u306e\u304c\u3001\u3053\u306e\u8868\u306e\u3044\u3061\u3070\u3093\u5927\u4e8b\u306a\u3068\u3053\u308d\u3067\u3059\u3002** \u9055\u3044\u304c\u3042\u308b\u3053\u3068\u3068\u5fdc\u52df\u3092\u9000\u3051\u308b\u3053\u3068\u306e\u9593\u306b\u306f\u3001\u5fc5\u305a\u4eba\u306e\u78ba\u8a8d\u304c\u5165\u308a\u307e\u3059\u3002**3\u3064\u76ee\u306b\u3001`page` \u304c\u3042\u308c\u3070\u6210\u7e3e\u8a3c\u660e\u66f8\u3092\u6700\u521d\u304b\u3089\u3081\u304f\u3089\u305a\u306b\u6e08\u307f\u307e\u3059\u3002**","integration_systems":"| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u5fdc\u52df\u53d7\u4ed8\u30b7\u30b9\u30c6\u30e0 | \u6bce\u671d\u306e\u66f8\u304d\u51fa\u3057\uff08\u30d5\u30a1\u30a4\u30eb\uff09 | \u524d\u65e5\u5206\u306e\u66f8\u985e\u3068\u30d5\u30a9\u30fc\u30e0\u306e\u5b66\u6b74\u3092\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u3078 |\n| \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08S3\uff09 | \u4fdd\u5b58\u306e\u901a\u77e5\u3067 Lambda \u3092\u8d77\u52d5 | \u5fdc\u52df\u8005\u756a\u53f7\u3054\u3068\u306e\u66f8\u985e\u306e\u53d7\u3051\u4ed8\u3051 |\n| AWS Textract | `StartDocumentAnalysis` \u3068 `GetDocumentAnalysis` | \u66f8\u985e\u306e\u8aad\u307f\u53d6\u308a |\n| \u5fdc\u52df\u8005\u306e\u4e00\u89a7 | \u7167\u5408\u7d50\u679c\u306e\u66f8\u304d\u8fbc\u307f | \u300c\u78ba\u8a8d\u5f85\u3061\u300d\u306e\u884c\u3068\u6839\u62e0\u3092\u66f8\u304f |\n\n**\u5fdc\u52df\u53d7\u4ed8\u30b7\u30b9\u30c6\u30e0\u3078\u306f\u66f8\u304d\u623b\u3055\u305a\u3001\u5fdc\u52df\u8005\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u3082\u81ea\u52d5\u3067\u306f\u9001\u308a\u307e\u305b\u3093\u3002** \u7167\u5408\u306e\u7d50\u679c\u304c\u5fdc\u52df\u306e\u72b6\u614b\u306b\u53cd\u6620\u3055\u308c\u308b\u7d4c\u8def\u3092\u4f5c\u308b\u3068\u3001**\u8aad\u307f\u9055\u30441\u3064\u3067\u5fdc\u52df\u8005\u304c\u9078\u8003\u304b\u3089\u5916\u308c\u307e\u3059\u3002** \u554f\u3044\u5408\u308f\u305b\u306f\u8a00\u8449\u3072\u3068\u3064\u3067\u300c\u7591\u308f\u308c\u3066\u3044\u308b\u300d\u3068\u53d7\u3051\u53d6\u3089\u308c\u308b\u305f\u3081\u3001\u6587\u9762\u306f\u63a1\u7528\u62c5\u5f53\u304c\u66f8\u304d\u307e\u3059\u3002","human_review":"**\u4eba\u304c\u958b\u304f\u306e\u306f `review` \u3068 `missing_document` \u306e\u5fdc\u52df\u8005\u3060\u3051\u3067\u3059\u3002** \u5168\u54e1\u3092\u958b\u304f\u3068\u3001\u7b2c10\u7ae0\u306e6.0\u6642\u9593\u306b\u306f\u53ce\u307e\u308a\u307e\u305b\u3093\u3002\n\n1. **`mismatch` \u3092\u5148\u306b\u898b\u308b** \u2026 \u753b\u50cf\u306e\u8a72\u5f53\u30da\u30fc\u30b8\u3067\u3001**\u8aad\u307f\u53d6\u308a\u306e\u8aa4\u308a\u3067 `mismatch` \u306b\u306a\u3063\u3066\u3044\u306a\u3044\u304b\u3092\u6700\u521d\u306b\u78ba\u304b\u3081\u307e\u3059**\n2. **\u5927\u5b66\u540d\u3068\u5b66\u4f4d\u540d\u306e\u9055\u3044\u3092\u8abf\u3079\u308b** \u2026 \u6539\u79f0\u3084\u7565\u79f0\u306a\u3089\u3001\u5225\u540d\u8868\u30fb\u5bfe\u5fdc\u8868\u306b1\u884c\u8db3\u3057\u3066\u7167\u5408\u3092\u5f15\u304d\u76f4\u3057\u307e\u3059\n3. **\u4fee\u4e86\u5e74\u6708\u306e\u5dee\u3092\u78ba\u304b\u3081\u308b** \u2026 \u8ad6\u6587\u306e\u5be9\u67fb\u306e\u65e5\u30fb\u8ab2\u7a0b\u306e\u4fee\u4e86\u65e5\u30fb\u6388\u4e0e\u65e5\u306e\u3069\u308c\u3092\u66f8\u3044\u305f\u304b\u3067\u3001\u6570\u304b\u6708\u306e\u5dee\u306f\u666e\u901a\u306b\u51fa\u307e\u3059\u3002**\u7406\u7531\u304c\u66f8\u985e\u304b\u3089\u8aad\u3081\u308c\u3070\u554f\u3044\u5408\u308f\u305b\u306f\u8981\u308a\u307e\u305b\u3093**\n4. **`pending` \u3092\u516c\u52df\u306e\u6761\u4ef6\u306b\u7167\u3089\u3059** \u2026 \u898b\u8fbc\u307f\u3067\u306e\u5fdc\u52df\u3092\u8a8d\u3081\u306a\u3044\u516c\u52df\u306a\u3089\u3001\u9078\u8003\u59d4\u54e1\u4f1a\u306b\u5224\u65ad\u3092\u4ef0\u304e\u307e\u3059\n5. **\u554f\u3044\u5408\u308f\u305b\u304c\u8981\u308b\u3082\u306e\u3060\u3051\u5fdc\u52df\u8005\u306b\u805e\u304f** \u2026 \u3069\u3053\u304c\u3069\u3046\u9055\u3046\u304b\u3092\u5177\u4f53\u7684\u306b\u4f1d\u3048\u307e\u3059\n\n**1\u756a\u76ee\u30683\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u66f8\u304d\u65b9\u306e\u9055\u3044\u3092\u305d\u306e\u307e\u307e\u554f\u3044\u5408\u308f\u305b\u308b\u3068\u3001**\u5fdc\u52df\u8005\u306e\u624b\u9593\u3092\u5897\u3084\u3057\u3001\u7d44\u7e54\u306e\u5370\u8c61\u3092\u843d\u3068\u3057\u307e\u3059\u3002**","exception_handling":"| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30d1\u30b9\u30ef\u30fc\u30c9\u4ed8\u304d\u306ePDF | PDF\u306f\u4fdd\u8b77\u3055\u308c\u3066\u3044\u3066\u306f\u3044\u3051\u306a\u3044\u3002**\u89e3\u9664\u3057\u305f\u5199\u3057\u3092\u5fdc\u52df\u8005\u306b\u983c\u3080** |\n| \u82f1\u8a9e\u4ee5\u5916\u306e\u66f8\u985e | \u8cea\u554f\u306f\u82f1\u8a9e\u306e\u307f\u3002\u7ffb\u8a33\u8a3c\u660e\u3064\u304d\u306e\u82f1\u8a33\u304c\u3042\u308c\u3070\u305d\u3061\u3089\u3092\u8aad\u307f\u3001\u7121\u3051\u308c\u3070 `missing_document` \u3067\u4eba\u3078 |\n| \u30e9\u30c6\u30f3\u8a9e\u306e\u5b66\u4f4d\u8a18 | **\u6210\u7e3e\u8a3c\u660e\u66f8\u306e\u5074\u306e\u8a18\u8f09\u3067\u7167\u3089\u3059** |\n| \u6388\u4e0e\u65e5\u304c\u6210\u7e3e\u8a3c\u660e\u66f8\u306e\u6700\u5f8c\u306e\u30da\u30fc\u30b8\u3060\u3051\u306b\u3042\u308b | \u8cea\u554f\u306b `Pages: [\"*\"]` \u3092\u4ed8\u3051\u5fd8\u308c\u308b\u3068\u7a7a\u306b\u306a\u308b\u3002**\u5168\u30da\u30fc\u30b8\u306b\u5f53\u3066\u308b** |\n| \u5730\u7d0b\u3067\u6587\u5b57\u304c\u6b20\u3051\u308b | `unreadable` \u3067\u4eba\u3078 |\n| \u30d5\u30a9\u30fc\u30e0\u306e\u5b66\u6b74\u304c\u8907\u6570\u884c\u3067\u3001\u3069\u308c\u3068\u7167\u3089\u3059\u304b\u6c7a\u307e\u3089\u306a\u3044 | \u5927\u5b66\u540d\u3067\u884c\u3092\u9078\u3076\u3002**\u9078\u3079\u306a\u3051\u308c\u3070 `cannot_check` \u306b\u3057\u3066\u63a8\u6e2c\u3057\u306a\u3044** |\n| \u8aad\u307f\u53d6\u308a\u304c\u5931\u6557\u3057\u305f | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306b\u6b8b\u3057\u3001\u6210\u529f\u3057\u305f\u3068\u304d\u3060\u3051\u51e6\u7406\u6e08\u307f\u3078\u79fb\u3059 |\n\n**\u4e0a\u306e4\u884c\u304c\u5927\u534a\u3067\u3001\u3069\u308c\u3082\u66f8\u985e\u306e\u5074\u306e\u4e8b\u60c5\u3067\u3059\u3002** \u5fdc\u52df\u8981\u9805\u306b\u66f8\u3044\u3066\u304a\u304f\u3060\u3051\u3067\u6e1b\u308a\u307e\u3059\u3002","log_storage":"- \u66f8\u985e\u306e\u5143\u30d5\u30a1\u30a4\u30eb\u3068\u53d7\u3051\u4ed8\u3051\u305f\u65e5\u6642\u3001AWS Textract \u306e\u7d50\u679c\u306e\u5168\u6587\uff08JSON\uff09\u3068 `JobId`\n- \u305d\u308d\u3048\u305f\u5f8c\u306e\u5024\u3068**\u305d\u308d\u3048\u65b9\u306e\u8a18\u9332**\u3001\u7167\u5408\u306e\u7d50\u679c\u3068**\u305d\u306e\u3068\u304d\u306e\u5225\u540d\u8868\u30fb\u5bfe\u5fdc\u8868\u30fb\u6c7a\u307e\u308a\u306e\u7248**\n- \u63a1\u7528\u62c5\u5f53\u304c\u76f4\u3057\u305f\u9805\u76ee\u3068\u76f4\u3059\u524d\u306e\u5024\u3001\u554f\u3044\u5408\u308f\u305b\u305f\u5185\u5bb9\u3068\u56de\u7b54\n- **\u5927\u5b66\u3054\u3068\u30fb\u56fd\u3054\u3068\u306e `review` \u306e\u767a\u751f\u7387**\n\n**\u8868\u306e\u7248\u3092\u6b8b\u3059\u306e\u306f\u3001\u8868\u304c\u80b2\u3064\u3068\u904e\u53bb\u306e `mismatch` \u304c `match` \u306b\u5909\u308f\u308a\u3001\u5f53\u6642\u306a\u305c\u554f\u3044\u5408\u308f\u305b\u305f\u306e\u304b\u304c\u5206\u304b\u3089\u306a\u304f\u306a\u308b\u304b\u3089\u3067\u3059\u3002** \u4fdd\u5b58\u306e\u671f\u9593\u306f\u5fdc\u52df\u66f8\u985e\u306e\u53d6\u308a\u6271\u3044\u306e\u6c7a\u307e\u308a\u306b\u5408\u308f\u305b\u307e\u3059\u3002","implementation_level":"\u672c\u683c\u69cb\u6210","difficulty":3,"cost_band":"\u4e2d","cost_level_label":"API\u9023\u643a","security_level":"\u9ad8","implementation_status":"\u69cb\u6210\u4f8b","assumption_people":3,"assumption_frequency":60,"assumption_workdays":20,"volume_month":60,"before_minutes_per_case":30,"after_minutes_per_case":6,"hourly_cost":3500,"before_hours_month":30,"after_hours_month":6,"saved_hours_month":24,"reduction_rate":80,"saved_hours_year":288,"annual_cost_effect":1008000,"summary":"\u7814\u7a76\u8005\u30fb\u6559\u54e1\u306e\u516c\u52df\u3067\u3001\u6d77\u5916\u306e\u5927\u5b66\u3092\u51fa\u305f\u5fdc\u52df\u8005\u304c\u51fa\u3059\u82f1\u6587\u306e\u5b66\u4f4d\u8a18\u3068\u6210\u7e3e\u8a3c\u660e\u66f8\u3092\u8aad\u307f\u53d6\u308a\u307e\u3059\u3002\u6c0f\u540d\u30fb\u5927\u5b66\u540d\u30fb\u5b66\u4f4d\u30fb\u5c02\u653b\u30fb\u6388\u4e0e\u65e5\u3092\u5fdc\u52df\u66f8\u985e\u306e\u5b66\u6b74\u306e\u6b04\u3068\u7167\u3089\u3057\u3001\u98df\u3044\u9055\u3044\u3068\u8aad\u3081\u306a\u304b\u3063\u305f\u9805\u76ee\u3092\u9078\u8003\u306e\u524d\u306b\u63a1\u7528\u62c5\u5f53\u3078\u8fd4\u3057\u307e\u3059\u3002","before_flow":"1. \u5fdc\u52df\u53d7\u4ed8\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u3001\u5fdc\u52df\u8005\u3054\u3068\u306e\u66f8\u985e\uff08PDF\uff09\u3068\u30d5\u30a9\u30fc\u30e0\u306e\u5165\u529b\u5185\u5bb9\u3092\u66f8\u304d\u51fa\u3059\n2. \u5b66\u4f4d\u8a18\u3068\u6210\u7e3e\u8a3c\u660e\u66f8\u306ePDF\u3092\u958b\u304d\u3001\u6c0f\u540d\u30fb\u5927\u5b66\u540d\u30fb\u5b66\u4f4d\u30fb\u5c02\u653b\u30fb\u5b66\u4f4d\u306e\u6388\u4e0e\u65e5\u3092\u63a2\u3059\n3. \u898b\u3064\u3051\u305f\u5024\u3092\u3001\u5fdc\u52df\u8005\u306e\u4e00\u89a7\u306e\u7167\u5408\u6b04\u306b\u624b\u3067\u5199\u3059\n4. \u30d5\u30a9\u30fc\u30e0\u306e\u5b66\u6b74\u306e\u6b04\u3068\u898b\u6bd4\u3079\u3001\u9055\u3044\u304c\u3042\u308c\u3070\u8d64\u5b57\u306b\u3059\u308b\n5. \u65e5\u4ed8\u306e\u66f8\u304d\u65b9\uff08\u65e5\u30fb\u6708\u306e\u9806\u304b\u6708\u30fb\u65e5\u306e\u9806\u304b\uff09\u3001\u5927\u5b66\u306e\u65e7\u540d\u79f0\u3001\u5b66\u4f4d\u540d\u306e\u7565\u3057\u65b9\u3092\u8abf\u3079\u308b\n6. \u98df\u3044\u9055\u3044\u3068\u3001\u5fdc\u52df\u8005\u306b\u78ba\u304b\u3081\u308b\u3053\u3068\u3092\u30e1\u30e2\u306b\u307e\u3068\u3081\u308b\n7. \u9078\u8003\u59d4\u54e1\u4f1a\u306b\u56de\u3059\u66f8\u985e\u306b\u300c\u5b66\u6b74\u78ba\u8a8d\u6e08\u307f\u300d\u300c\u8981\u78ba\u8a8d\u300d\u306e\u5370\u3092\u4ed8\u3051\u308b\n\n**\uff08a\uff09\u5b66\u4f4d\u306e\u6388\u4e0e\u65e5\u3092\u63a2\u3059\u306e\u306b\u6642\u9593\u304c\u304b\u304b\u308b\u3002** **\u6388\u4e0e\u65e5\u306f\u6210\u7e3e\u8a3c\u660e\u66f8\u306e\u6700\u5f8c\u306e\u30da\u30fc\u30b8\u306b1\u884c\u3060\u3051\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u591a\u304f\u3001**\u79d1\u76ee\u306e\u8868\u3092\u4f55\u30da\u30fc\u30b8\u3082\u3081\u304f\u3063\u3066\u305f\u3069\u308a\u7740\u304d\u307e\u3059\u3002\n\n**\uff08b\uff09\u65e5\u4ed8\u3068\u5b66\u4f4d\u540d\u3092\u8aad\u307f\u9055\u3048\u308b\u3002** \u300c05\/06\/2021\u300d\u306f5\u67086\u65e5\u3068\u30826\u67085\u65e5\u3068\u3082\u8aad\u3081\u307e\u3059\u3002\u5b66\u4f4d\u3082\u300cMSc\u300d\u300cM.S.\u300d\u300cMaster of Science\u300d\u300cMagister\u300d\u3068\u8a00\u3044\u65b9\u304c\u3055\u307e\u3056\u307e\u3067\u3059\u3002**\u8aad\u307f\u9055\u3048\u305f\u307e\u307e\u300c\u4e00\u81f4\u300d\u3068\u5370\u3092\u4ed8\u3051\u308b\u3068\u3001\u8ab0\u3082\u898b\u76f4\u3057\u307e\u305b\u3093\u3002**\n\n**\uff08c\uff09\u98df\u3044\u9055\u3044\u306b\u6c17\u3065\u304f\u306e\u304c\u9045\u3044\u3002** 2\u756a\u304b\u30895\u756a\u306f\u9078\u8003\u306e\u5408\u9593\u306b\u884c\u3046\u305f\u3081\u3001**\u9762\u63a5\u306e\u65e5\u7a0b\u304c\u6c7a\u307e\u3063\u305f\u5f8c\u3084\u3001\u63a1\u7528\u306e\u624b\u7d9a\u304d\u306b\u5165\u3063\u3066\u304b\u3089\u98df\u3044\u9055\u3044\u306b\u6c17\u3065\u304f\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002** \u305d\u306e\u6bb5\u968e\u3067\u5fdc\u52df\u8005\u306b\u78ba\u304b\u3081\u308b\u3068\u3001\u65e5\u7a0b\u304c\u5d29\u308c\u307e\u3059\u3002\n\n**\uff08d\uff09\u62c5\u5f53\u8005\u306b\u3088\u3063\u3066\u898b\u308b\u6df1\u3055\u304c\u9055\u3044\u3001\u3069\u3053\u307e\u3067\u898b\u305f\u304b\u304c\u8a18\u9332\u306b\u6b8b\u308a\u307e\u305b\u3093\u3002**","before_flow_steps":["\u5fdc\u52df\u53d7\u4ed8\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u3001\u5fdc\u52df\u8005\u3054\u3068\u306e\u66f8\u985e\uff08PDF\uff09\u3068\u30d5\u30a9\u30fc\u30e0\u306e\u5165\u529b\u5185\u5bb9\u3092\u66f8\u304d\u51fa\u3059","\u5b66\u4f4d\u8a18\u3068\u6210\u7e3e\u8a3c\u660e\u66f8\u306ePDF\u3092\u958b\u304d\u3001\u6c0f\u540d\u30fb\u5927\u5b66\u540d\u30fb\u5b66\u4f4d\u30fb\u5c02\u653b\u30fb\u5b66\u4f4d\u306e\u6388\u4e0e\u65e5\u3092\u63a2\u3059","\u898b\u3064\u3051\u305f\u5024\u3092\u3001\u5fdc\u52df\u8005\u306e\u4e00\u89a7\u306e\u7167\u5408\u6b04\u306b\u624b\u3067\u5199\u3059","\u30d5\u30a9\u30fc\u30e0\u306e\u5b66\u6b74\u306e\u6b04\u3068\u898b\u6bd4\u3079\u3001\u9055\u3044\u304c\u3042\u308c\u3070\u8d64\u5b57\u306b\u3059\u308b","\u65e5\u4ed8\u306e\u66f8\u304d\u65b9\uff08\u65e5\u30fb\u6708\u306e\u9806\u304b\u6708\u30fb\u65e5\u306e\u9806\u304b\uff09\u3001\u5927\u5b66\u306e\u65e7\u540d\u79f0\u3001\u5b66\u4f4d\u540d\u306e\u7565\u3057\u65b9\u3092\u8abf\u3079\u308b","\u98df\u3044\u9055\u3044\u3068\u3001\u5fdc\u52df\u8005\u306b\u78ba\u304b\u3081\u308b\u3053\u3068\u3092\u30e1\u30e2\u306b\u307e\u3068\u3081\u308b","\u9078\u8003\u59d4\u54e1\u4f1a\u306b\u56de\u3059\u66f8\u985e\u306b\u300c\u5b66\u6b74\u78ba\u8a8d\u6e08\u307f\u300d\u300c\u8981\u78ba\u8a8d\u300d\u306e\u5370\u3092\u4ed8\u3051\u308b"],"after_flow":"1. **\u3010\u81ea\u52d5\u3011** \u5fdc\u52df\u53d7\u4ed8\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u6bce\u671d\u3001\u524d\u65e5\u5206\u306e\u5fdc\u52df\u8005\u306e\u66f8\u985e\u3068\u30d5\u30a9\u30fc\u30e0\u306e\u5b66\u6b74\u3092\u66f8\u304d\u51fa\u3057\u3001\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09\u306b\u5fdc\u52df\u8005\u756a\u53f7\u3054\u3068\u306b\u7f6e\u304f\n2. **\u3010\u81ea\u52d5\u3011** \u4fdd\u5b58\u3092\u304d\u3063\u304b\u3051\u306b\u51e6\u7406\u304c\u52d5\u304d\u3001\u5f62\u5f0f\u30fb\u30b5\u30a4\u30ba\u30fb\u30da\u30fc\u30b8\u6570\u30fb\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u6709\u7121\u3092\u78ba\u304b\u3081\u308b\n3. **\u3010\u81ea\u52d5\u3011** AWS Textract \u304c\u5b66\u4f4d\u8a18\u3068\u6210\u7e3e\u8a3c\u660e\u66f8\u3092\u8aad\u307f\u3001\u6c7a\u3081\u3066\u304a\u3044\u305f\u8cea\u554f\u3078\u306e\u7b54\u3048\u3001\u8868\u3001\u5168\u6587\u3092\u4fe1\u983c\u5ea6\u3064\u304d\u3067\u8fd4\u3059\n4. **\u3010\u81ea\u52d5\u3011** \u8aad\u307f\u53d6\u3063\u305f\u5024\u306e\u66f8\u304d\u65b9\u3092\u305d\u308d\u3048\u308b\uff08\u65e5\u4ed8\u306e\u5f62\u3001\u5b66\u4f4d\u540d\u306e\u8868\u8a18\u3001\u5927\u5b66\u540d\u306e\u5225\u540d\uff09\n5. **\u3010\u81ea\u52d5\u3011** \u30d5\u30a9\u30fc\u30e0\u306e\u5b66\u6b74\u306e\u6b04\u30681\u9805\u76ee\u305a\u3064\u7167\u3089\u3057\u3001`match` \uff0f `partial` \uff0f `mismatch` \uff0f `cannot_check` \u3092\u4ed8\u3051\u308b\n6. **\u3010\u81ea\u52d5\u3011** \u5fdc\u52df\u8005\u306e\u4e00\u89a7\u306b\u7167\u5408\u306e\u7d50\u679c\u3068\u6839\u62e0\uff08\u66f8\u985e\u306e\u30da\u30fc\u30b8\u3068\u8aad\u307f\u53d6\u3063\u305f\u6587\u5b57\u5217\uff09\u3092\u66f8\u304d\u8fbc\u307f\u3001\u300c\u78ba\u8a8d\u5f85\u3061\u300d\u306b\u3059\u308b\n7. **\u3010\u4eba\u3011** \u63a1\u7528\u62c5\u5f53\u304c\u3001`mismatch` \u3068 `cannot_check` \u3092\u542b\u3080\u5fdc\u52df\u8005\u3060\u3051\u3092\u958b\u304d\u3001\u66f8\u985e\u306e\u753b\u50cf\u3067\u78ba\u304b\u3081\u308b\n8. **\u3010\u4eba\u3011** \u78ba\u304b\u3081\u3066\u3082\u98df\u3044\u9055\u3044\u304c\u6b8b\u308b\u3082\u306e\u306b\u3064\u3044\u3066\u3001\u5fdc\u52df\u8005\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u306e\u6587\u9762\u3092\u66f8\u3044\u3066\u9001\u308b\n9. **\u3010\u4eba\u3011** \u9078\u8003\u59d4\u54e1\u4f1a\u306b\u56de\u3059\u66f8\u985e\u306b\u300c\u5b66\u6b74\u78ba\u8a8d\u6e08\u307f\u300d\u300c\u8981\u78ba\u8a8d\u300d\u306e\u5370\u3092\u4ed8\u3051\u308b\n\n**7\u756a\u76ee\u304c\u3001\u3053\u306e\u8a2d\u8a08\u306e\u5206\u304b\u308c\u76ee\u3067\u3059\u3002** \u4eba\u304c\u958b\u304f\u306e\u306f**\u9055\u3044\u304c\u51fa\u305f\u4eba\u3068\u3001\u8aad\u307f\u53d6\u308a\u306b\u81ea\u4fe1\u304c\u7121\u3044\u4eba\u3060\u3051\u3067\u3059\u3002**\n\n**5\u756a\u76ee\u3092\u898f\u5247\u3067\u6c7a\u3081\u3066\u3044\u308b\u306e\u3082\u3001\u610f\u56f3\u3057\u3066\u306e\u3053\u3068\u3067\u3059\u3002** \u3069\u3053\u307e\u3067\u3092\u300c\u8981\u78ba\u8a8d\u300d\u3068\u3059\u308b\u304b\u306f**\u63a1\u7528\u3059\u308b\u5074\u306e\u6c7a\u307e\u308a\u3067\u3059\u3002** \u898f\u5247\u304c\u51fa\u3059\u306e\u306f**\u9055\u3044\u306e\u6709\u7121\u307e\u3067**\u3067\u3001\u5fdc\u52df\u8cc7\u683c\u306f\u4eba\u3068\u9078\u8003\u59d4\u54e1\u4f1a\u304c\u6c7a\u3081\u307e\u3059\u3002","after_flow_steps":["**\u3010\u81ea\u52d5\u3011** \u5fdc\u52df\u53d7\u4ed8\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u6bce\u671d\u3001\u524d\u65e5\u5206\u306e\u5fdc\u52df\u8005\u306e\u66f8\u985e\u3068\u30d5\u30a9\u30fc\u30e0\u306e\u5b66\u6b74\u3092\u66f8\u304d\u51fa\u3057\u3001\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09\u306b\u5fdc\u52df\u8005\u756a\u53f7\u3054\u3068\u306b\u7f6e\u304f","**\u3010\u81ea\u52d5\u3011** \u4fdd\u5b58\u3092\u304d\u3063\u304b\u3051\u306b\u51e6\u7406\u304c\u52d5\u304d\u3001\u5f62\u5f0f\u30fb\u30b5\u30a4\u30ba\u30fb\u30da\u30fc\u30b8\u6570\u30fb\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u6709\u7121\u3092\u78ba\u304b\u3081\u308b","**\u3010\u81ea\u52d5\u3011** AWS Textract \u304c\u5b66\u4f4d\u8a18\u3068\u6210\u7e3e\u8a3c\u660e\u66f8\u3092\u8aad\u307f\u3001\u6c7a\u3081\u3066\u304a\u3044\u305f\u8cea\u554f\u3078\u306e\u7b54\u3048\u3001\u8868\u3001\u5168\u6587\u3092\u4fe1\u983c\u5ea6\u3064\u304d\u3067\u8fd4\u3059","**\u3010\u81ea\u52d5\u3011** \u8aad\u307f\u53d6\u3063\u305f\u5024\u306e\u66f8\u304d\u65b9\u3092\u305d\u308d\u3048\u308b\uff08\u65e5\u4ed8\u306e\u5f62\u3001\u5b66\u4f4d\u540d\u306e\u8868\u8a18\u3001\u5927\u5b66\u540d\u306e\u5225\u540d\uff09","**\u3010\u81ea\u52d5\u3011** \u30d5\u30a9\u30fc\u30e0\u306e\u5b66\u6b74\u306e\u6b04\u30681\u9805\u76ee\u305a\u3064\u7167\u3089\u3057\u3001`match` \uff0f `partial` \uff0f `mismatch` \uff0f `cannot_check` \u3092\u4ed8\u3051\u308b","**\u3010\u81ea\u52d5\u3011** \u5fdc\u52df\u8005\u306e\u4e00\u89a7\u306b\u7167\u5408\u306e\u7d50\u679c\u3068\u6839\u62e0\uff08\u66f8\u985e\u306e\u30da\u30fc\u30b8\u3068\u8aad\u307f\u53d6\u3063\u305f\u6587\u5b57\u5217\uff09\u3092\u66f8\u304d\u8fbc\u307f\u3001\u300c\u78ba\u8a8d\u5f85\u3061\u300d\u306b\u3059\u308b","**\u3010\u4eba\u3011** \u63a1\u7528\u62c5\u5f53\u304c\u3001`mismatch` \u3068 `cannot_check` \u3092\u542b\u3080\u5fdc\u52df\u8005\u3060\u3051\u3092\u958b\u304d\u3001\u66f8\u985e\u306e\u753b\u50cf\u3067\u78ba\u304b\u3081\u308b","**\u3010\u4eba\u3011** \u78ba\u304b\u3081\u3066\u3082\u98df\u3044\u9055\u3044\u304c\u6b8b\u308b\u3082\u306e\u306b\u3064\u3044\u3066\u3001\u5fdc\u52df\u8005\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u306e\u6587\u9762\u3092\u66f8\u3044\u3066\u9001\u308b","**\u3010\u4eba\u3011** \u9078\u8003\u59d4\u54e1\u4f1a\u306b\u56de\u3059\u66f8\u985e\u306b\u300c\u5b66\u6b74\u78ba\u8a8d\u6e08\u307f\u300d\u300c\u8981\u78ba\u8a8d\u300d\u306e\u5370\u3092\u4ed8\u3051\u308b"],"architecture":"```\n\u5fdc\u52df\u53d7\u4ed8\u30b7\u30b9\u30c6\u30e0\uff08\u5b66\u4f4d\u8a18\u30fb\u6210\u7e3e\u8a3c\u660e\u66f8\u306ePDF\u3001\u30d5\u30a9\u30fc\u30e0\u306e\u5b66\u6b74\u306e\u6b04\uff09\n   \u2502  \u6bce\u671d\u3001\u524d\u65e5\u5206\u3092\u5fdc\u52df\u8005\u756a\u53f7\u3054\u3068\u306b\u66f8\u304d\u51fa\u3059\n   \u25bc\u3010\u30c8\u30ea\u30ac\u30fc\u3011\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09\u3078\u306e\u4fdd\u5b58\nAWS Lambda\n   \u251c\u2500\u2500\u25b6 \u5f62\u5f0f\u30fb\u30b5\u30a4\u30ba\u30fb\u30da\u30fc\u30b8\u6570\u30fb\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u78ba\u8a8d\n   \u25bc\nAWS Textract\uff08StartDocumentAnalysis\uff1aQUERIES\u30fbTABLES\u30fbLAYOUT\uff09\n   \u2502   \u8cea\u554f\u3078\u306e\u7b54\u3048\u30fb\u8868\u30fb\u5168\u6587\u3092\u4fe1\u983c\u5ea6\u3064\u304d\u3067\u8fd4\u3059\n   \u25bc  \u5b8c\u4e86\u306e\u901a\u77e5\uff08Amazon SNS\uff09\nAWS Lambda\uff08Python\uff09\n   \u2502   \u2460 \u65e5\u4ed8\u30fb\u5b66\u4f4d\u540d\u30fb\u5927\u5b66\u540d\u306e\u66f8\u304d\u65b9\u3092\u305d\u308d\u3048\u308b\n   \u2502   \u2461 \u30d5\u30a9\u30fc\u30e0\u306e\u5b66\u6b74\u306e\u6b04\u30681\u9805\u76ee\u305a\u3064\u7167\u3089\u3059\n   \u2502   \u2462 match\uff0fpartial\uff0fmismatch\uff0fcannot_check \u3092\u4ed8\u3051\u308b\n   \u25bc\n\u5fdc\u52df\u8005\u306e\u4e00\u89a7\u306b\u300c\u78ba\u8a8d\u5f85\u3061\u300d\u306e\u7167\u5408\u7d50\u679c\uff08\u6839\u62e0\u3064\u304d\uff09\n   \u25bc\n\u3010\u4eba\u304c mismatch \u3068 cannot_check \u306e\u3042\u308b\u5fdc\u52df\u8005\u3060\u3051\u78ba\u8a8d\u3011\n   \u2514\u2500\u2500\u25b6 \u5fdc\u52df\u8005\u3078\u306e\u554f\u3044\u5408\u308f\u305b\uff0f\u9078\u8003\u59d4\u54e1\u4f1a\u3078\u306e\u5370\n```\n\n| \u5f79\u5272 | \u60f3\u5b9a\u3059\u308b\u88fd\u54c1 | \u4ee3\u66ff\u5019\u88dc |\n|:--|:--|:--|\n| OCR | AWS Textract\uff08AnalyzeDocument \u306e\u975e\u540c\u671f\u51e6\u7406\u3002QUERIES\u30fbTABLES\u30fbLAYOUT\uff09 | Azure AI Document Intelligence\u3001Google Document AI |\n| \u5dee\u7570\u8a08\u7b97 | \u30d5\u30a9\u30fc\u30e0\u306e\u5b66\u6b74\u306e\u6b04\u3068\u306e\u7167\u5408\uff08Python\u3002AWS Lambda \u3067\u52d5\u304b\u3059\uff09 | \u2500 |\n| \u9023\u643a | AWS Lambda\uff08S3 \u3078\u306e\u4fdd\u5b58\u3092\u8d77\u70b9\u306b\u8aad\u307f\u53d6\u308a\u3092\u59cb\u3081\u3001\u7d50\u679c\u3092\u4e00\u89a7\u3078\u66f8\u304f\uff09 | Amazon EventBridge |\n| \u4fdd\u7ba1 | Amazon S3\uff08\u66f8\u985e\u3068\u8aad\u307f\u53d6\u308a\u7d50\u679c\u3002\u81ea\u793e\u306e\u9375\u3067\u6697\u53f7\u5316\uff09 | \u5b66\u5185\u306e\u30d5\u30a1\u30a4\u30eb\u30b5\u30fc\u30d0\u30fc |\n| \u901a\u77e5 | Amazon SNS\uff08\u8aad\u307f\u53d6\u308a\u306e\u5b8c\u4e86\u306e\u901a\u77e5\uff09 | Amazon SQS |\n\n**\u5fdc\u52df\u53d7\u4ed8\u30b7\u30b9\u30c6\u30e0\u3068\u4e00\u89a7\u306f\u65e2\u5b58\u306e\u3082\u306e\u3067\u3059\u3002** \u4e00\u89a7\u306b\u300c\u7167\u5408\u7d50\u679c\u300d\u300c\u6839\u62e0\u300d\u300c\u78ba\u8a8d\u8005\u300d\u306e\u5217\u3092\u8db3\u3057\u3001**\u30d5\u30a9\u30fc\u30e0\u306e\u4fee\u4e86\u5e74\u6708\u3092\u5e74\u3068\u6708\u306b\u5206\u3051\u3066\u5165\u529b\u3059\u308b\u5f62\u306b\u5909\u3048\u307e\u3059\u3002**\n\n**\u571f\u53f0\u306b\u306a\u308b\u306e\u306f AWS Textract \u306e\u6587\u66f8\u5206\u6790\u3067\u3059\u3002** \u5168\u6587\u306b\u52a0\u3048\u3066\u3001\u8868\u3068\u3001**\u300c\u8cea\u554f\uff08Queries\uff09\u300d\u3078\u306e\u7b54\u3048**\u3092\u8fd4\u3057\u307e\u3059\u3002\u8cea\u554f\u306f\u300cWhat degree was awarded?\u300d\u306e\u3088\u3046\u306b\u82f1\u8a9e\u306e\u6587\u3067\u66f8\u304d\u3001\u7b54\u3048\u306b\u5225\u540d\u3092\u4ed8\u3051\u3066\u53d7\u3051\u53d6\u308c\u307e\u3059\u3002\u7b54\u3048\u306b\u306f\u4fe1\u983c\u5ea6\u3068\u4f4d\u7f6e\u304c\u4ed8\u304d\u3001**\u7b54\u3048\u304c\u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070\u7a7a\u306b\u306a\u308a\u307e\u3059\u3002** \u66f8\u5f0f\u304c\u5927\u5b66\u3054\u3068\u306b\u9055\u3063\u3066\u3082\u3001\u9805\u76ee\u306e\u8a00\u3044\u65b9\u304c\u304a\u304a\u3080\u306d\u5171\u901a\u306a\u3089\u540c\u3058\u8cea\u554f\u3067\u53d6\u308c\u308b\u306e\u304c\u3001\u3053\u306e\u984c\u6750\u306b\u5408\u3046\u7406\u7531\u3067\u3059\u3002\n\n**\u4e00\u65b9\u3067\u3001\u6587\u5b57\u306e\u691c\u51fa\u306f\u82f1\u30fb\u4ecf\u30fb\u72ec\u30fb\u4f0a\u30fb\u8461\u30fb\u897f\u306e6\u8a00\u8a9e\u3001\u8cea\u554f\u306b\u3088\u308b\u62bd\u51fa\u3068\u624b\u66f8\u304d\u306e\u8a8d\u8b58\u306f\u82f1\u8a9e\u3060\u3051\u3067\u3059\u3002** \u30d5\u30e9\u30f3\u30b9\u8a9e\u3084\u30b9\u30da\u30a4\u30f3\u8a9e\u306e\u6210\u7e3e\u8a3c\u660e\u66f8\u306f\u5168\u6587\u306f\u53d6\u308c\u3066\u3082\u8cea\u554f\u304c\u4f7f\u3048\u305a\u3001\u4e2d\u56fd\u8a9e\u30fb\u97d3\u56fd\u8a9e\u30fb\u30a2\u30e9\u30d3\u30a2\u8a9e\u306e\u66f8\u985e\u306f\u8aad\u3081\u307e\u305b\u3093\u3002**\u82f1\u8a9e\u306e\u66f8\u985e\u3060\u3051\u3092\u3053\u306e\u7d4c\u8def\u306b\u6d41\u3057\u3001\u305d\u308c\u4ee5\u5916\u306f\u4eba\u306e\u78ba\u8a8d\u304b\u5225\u306e\u88fd\u54c1\u306b\u56de\u3057\u307e\u3059\u3002**","implementation_steps":"### \u30c8\u30ea\u30ac\u30fc\n\n**\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08Amazon S3\uff09\u306b\u5fdc\u52df\u8005\u306e\u66f8\u985e\u304c\u7f6e\u304b\u308c\u305f\u3053\u3068\u3092\u8d77\u70b9\u306b\u3057\u307e\u3059\u3002** \u5fdc\u52df\u53d7\u4ed8\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u6bce\u671d7\u6642\u306b\u524d\u65e5\u5206\u3092\u66f8\u304d\u51fa\u3057\u3001`<\u5fdc\u52df\u8005\u756a\u53f7>\/diploma_1.pdf`\u3001`<\u5fdc\u52df\u8005\u756a\u53f7>\/transcript_1.pdf`\u3001`<\u5fdc\u52df\u8005\u756a\u53f7>\/form.json` \u306e\u5f62\u3067\u7f6e\u304d\u307e\u3059\u3002**\u516c\u52df\u306e\u7de0\u5207\u306e\u76f4\u5f8c\u306b\u307e\u3068\u3081\u3066\u51e6\u7406\u3059\u308b\u3068\u3001\u78ba\u8a8d\u304c\u9078\u8003\u59d4\u54e1\u4f1a\u306e\u76f4\u524d\u306b\u96c6\u4e2d\u3057\u307e\u3059\u3002** \u5c4a\u3044\u305f\u7fcc\u671d\u306b\u306f\u7d50\u679c\u304c\u4e00\u89a7\u306b\u4e26\u3076\u5f62\u306b\u3057\u307e\u3059\u3002\n\n**`form.json` \u306e\u4fdd\u5b58\u3092\u6700\u5f8c\u306b\u884c\u3044\u3001\u305d\u308c\u3092\u5408\u56f3\u306b\u540c\u3058\u5fdc\u52df\u8005\u756a\u53f7\u306e\u66f8\u985e\u3092\u8aad\u307f\u53d6\u308a\u306b\u56de\u3057\u307e\u3059\u3002**\n\nAWS Lambda \u304c\u66f8\u985e\u3054\u3068\u306b `StartDocumentAnalysis` \u3092\u547c\u3073\u307e\u3059\u3002**\u540c\u671f\u306e\u51e6\u7406\u3067\u306f PDF \u306f1\u30da\u30fc\u30b8\u307e\u3067\u306a\u306e\u3067\u3001\u975e\u540c\u671f\u306b\u305d\u308d\u3048\u307e\u3059\u3002** `ClientRequestToken` \u306b\u30d5\u30a1\u30a4\u30eb\u306e\u30cf\u30c3\u30b7\u30e5\u304b\u3089\u4f5c\u3063\u305f\u5024\u3092\u5165\u308c\u308b\u3068\u3001**\u4e8c\u5ea6\u7f6e\u3044\u3066\u3082\u4e8c\u91cd\u306b\u8aad\u307f\u307e\u305b\u3093\u3002** \u5b8c\u4e86\u306f Amazon SNS \u306b\u5c4a\u304d\u3001`GetDocumentAnalysis` \u3067\u7d50\u679c\u3092\u53d6\u308a\u307e\u3059\u3002**\u7d50\u679c\u306f\u65e2\u5b9a\u30677\u65e5\u9593\u3057\u304b\u53d6\u308c\u306a\u3044\u305f\u3081\u3001`OutputConfig` \u3067\u81ea\u793e\u306e S3 \u306b\u51fa\u3057\u307e\u3059\u3002**\n\n### \u5165\u529b\u30c7\u30fc\u30bf\n\n| \u30c7\u30fc\u30bf | \u4e2d\u8eab | \u53d6\u5f97\u5143 |\n|:--|:--|:--|\n| \u5b66\u4f4d\u8a18 | PDF\u3002\u591a\u304f\u306f1\u30da\u30fc\u30b8\u3002\u5b66\u4f4d\u540d\u30fb\u5c02\u653b\u30fb\u5927\u5b66\u540d\u30fb\u6388\u4e0e\u65e5\u30fb\u6c0f\u540d | \u5fdc\u52df\u53d7\u4ed8\u30b7\u30b9\u30c6\u30e0\uff08S3\uff09 |\n| \u6210\u7e3e\u8a3c\u660e\u66f8 | PDF\u3002\u8907\u6570\u30da\u30fc\u30b8\u3002\u5b66\u671f\u3054\u3068\u306e\u79d1\u76ee\u3068\u6210\u7e3e\u3001\u5728\u7c4d\u671f\u9593\u3001**\u5b66\u4f4d\u306e\u6388\u4e0e\u306e\u8a18\u8f09** | \u5fdc\u52df\u53d7\u4ed8\u30b7\u30b9\u30c6\u30e0\uff08S3\uff09 |\n| \u30d5\u30a9\u30fc\u30e0\u306e\u5b66\u6b74 | \u5927\u5b66\u540d\u30fb\u56fd\u30fb\u5b66\u4f4d\u30fb\u5c02\u653b\u30fb\u5165\u5b66\u5e74\u6708\u30fb\u4fee\u4e86\u5e74\u6708\u3001\u6c0f\u540d\uff08\u30ed\u30fc\u30de\u5b57\uff09 | \u5fdc\u52df\u53d7\u4ed8\u30b7\u30b9\u30c6\u30e0\uff08`form.json`\uff09 |\n| \u5927\u5b66\u540d\u306e\u5225\u540d\u8868 | \u5927\u5b66\u306e\u65e7\u540d\u79f0\u30fb\u7565\u79f0\u30fb\u30ad\u30e3\u30f3\u30d1\u30b9\u540d\u3068\u3001\u6b63\u5f0f\u540d\u79f0\u306e\u5bfe\u5fdc | \u63a1\u7528\u62c5\u5f53\u304c\u80b2\u3066\u308b\u8868 |\n| \u5b66\u4f4d\u540d\u306e\u5bfe\u5fdc\u8868 | \u300cMSc\u300d\u300cM.S.\u300d\u306a\u3069\u306e\u8a00\u3044\u65b9\u3068\u5b66\u4f4d\u306e\u6bb5\u968e\uff08\u5b66\u58eb\u30fb\u4fee\u58eb\u30fb\u535a\u58eb\uff09\u306e\u5bfe\u5fdc | \u63a1\u7528\u62c5\u5f53\u304c\u80b2\u3066\u308b\u8868 |\n| \u7167\u5408\u306e\u6c7a\u307e\u308a | \u4fee\u4e86\u5e74\u6708\u306e\u5dee\u3092\u3069\u3053\u304b\u3089\u300c\u8981\u78ba\u8a8d\u300d\u3068\u3059\u308b\u304b\u3001\u8aad\u307f\u53d6\u308a\u306e\u4fe1\u983c\u5ea6\u306e\u4e0b\u9650 | \u4eba\u4e8b\u90e8\u304c\u6c7a\u3081\u305f\u8868 |\n\n**\u8cea\u3092\u6c7a\u3081\u308b\u306e\u306f\u3001\u4e0b\u306e3\u3064\u3067\u3059\u3002** \u5225\u540d\u8868\u304c\u7121\u3051\u308c\u3070\u6539\u79f0\u3057\u305f\u5927\u5b66\u306f\u3059\u3079\u3066 `mismatch` \u306b\u306a\u308a\u3001\u5bfe\u5fdc\u8868\u304c\u7121\u3051\u308c\u3070\u300cM.S.\u300d\u3068\u300cMaster of Science\u300d\u304c\u5225\u7269\u306b\u306a\u308a\u307e\u3059\u3002**\u3069\u3061\u3089\u3082\u7a7a\u3067\u59cb\u3081\u3001\u78ba\u8a8d\u306e\u305f\u3073\u306b1\u884c\u305a\u3064\u8db3\u3057\u307e\u3059\u3002** \u5bfe\u5fdc\u8868\u306b\u300c\u65e5\u672c\u306e\u3069\u306e\u5b66\u4f4d\u306b\u5f53\u305f\u308b\u304b\u300d\u306f\u66f8\u304d\u307e\u305b\u3093\u3002**\u5f53\u3066\u306f\u3081\u306f\u63a1\u7528\u3059\u308b\u5074\u306e\u5224\u65ad\u3060\u304b\u3089\u3067\u3059\u3002**\n\n### \u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u65b9\u6cd5\n\n\u8aad\u307f\u53d6\u308a\u306f `StartDocumentAnalysis` \u306b `FeatureTypes` \u3068\u3057\u3066 `QUERIES`\u3001`TABLES`\u3001`LAYOUT` \u3092\u6307\u5b9a\u3057\u3066\u884c\u3044\u307e\u3059\u3002**\u5168\u6587\u306e\u884c\u3068\u5358\u8a9e\u306f\u3001\u6307\u5b9a\u3057\u305f\u6a5f\u80fd\u306b\u304b\u304b\u308f\u3089\u305a\u8fd4\u308a\u307e\u3059\u3002**\n\n| \u53d6\u308b\u3082\u306e | \u3069\u306e\u6a5f\u80fd\u3067 | \u4f55\u306b\u4f7f\u3046\u304b |\n|:--|:--|:--|\n| \u8cea\u554f\u3078\u306e\u7b54\u3048 | `QUERIES` | \u6c0f\u540d\u30fb\u5927\u5b66\u540d\u30fb\u5b66\u4f4d\u30fb\u5c02\u653b\u30fb\u6388\u4e0e\u65e5\u306a\u3069\u3001\u6c7a\u307e\u3063\u305f\u9805\u76ee\u306e\u5024\u3068\u4fe1\u983c\u5ea6 |\n| \u8868 | `TABLES` | \u5b66\u671f\u3054\u3068\u306e\u79d1\u76ee\u306e\u8868\u3002\u6700\u521d\u3068\u6700\u5f8c\u306e\u5b66\u671f\u304b\u3089\u5728\u7c4d\u671f\u9593\u3092\u78ba\u304b\u3081\u308b |\n| \u6587\u66f8\u306e\u533a\u753b | `LAYOUT` | **\u5b66\u4f4d\u8a18\u306e\u5927\u304d\u306a\u98fe\u308a\u6587\u5b57\u306e\u5b66\u4f4d\u540d\u3092\u300c\u984c\u540d\u300d\u3068\u3057\u3066\u62fe\u3046** |\n| \u5168\u6587\u306e\u884c\u3068\u5358\u8a9e | \u5e38\u306b\u8fd4\u308b | \u7b54\u3048\u306e\u4f4d\u7f6e\u306e\u78ba\u304b\u3081\u3068\u3001\u300cExpected\u300d\u306a\u3069\u306e\u8a9e\u3092\u63a2\u3059\u6750\u6599 |\n\n**\u8cea\u554f\u306f\u5bfe\u8c61\u306e\u30da\u30fc\u30b8\u3092\u6307\u5b9a\u3057\u306a\u3044\u3068\u3001\u65e2\u5b9a\u30671\u30da\u30fc\u30b8\u76ee\u306b\u3057\u304b\u5f53\u305f\u308a\u307e\u305b\u3093\u3002** \u6210\u7e3e\u8a3c\u660e\u66f8\u306e\u6388\u4e0e\u65e5\u306f\u6700\u5f8c\u306e\u30da\u30fc\u30b8\u306b\u3042\u308b\u3053\u3068\u304c\u591a\u3044\u306e\u3067\u3001**\u6210\u7e3e\u8a3c\u660e\u66f8\u306e\u8cea\u554f\u306b\u306f `Pages: [\"*\"]` \u3092\u4ed8\u3051\u3066\u5168\u30da\u30fc\u30b8\u306b\u5f53\u3066\u307e\u3059\u3002** \u5b66\u4f4d\u8a18\u306f1\u30da\u30fc\u30b8\u306a\u306e\u3067\u6307\u5b9a\u3057\u306a\u304f\u3066\u3082\u8db3\u308a\u307e\u3059\u3002\n\n**\u8cea\u554f\u306f1\u30da\u30fc\u30b8\u3042\u305f\u308a\u975e\u540c\u671f\u306e\u51e6\u7406\u306730\u554f\u307e\u3067\u3001\u6587\u306f200\u5b57\u307e\u3067\u82f1\u6570\u5b57\u3068\u8a18\u53f7\u3060\u3051**\u3067\u66f8\u304d\u307e\u3059\u3002\u672c\u8a18\u4e8b\u306f\u66f8\u985e\u3054\u3068\u306b8\u554f\u524d\u5f8c\u306b\u7d5e\u308a\u307e\u3059\u3002\u5728\u7c4d\u671f\u9593\u304c\u30d5\u30a9\u30fc\u30e0\u306e\u5165\u5b66\u5e74\u6708\u3068\u5927\u304d\u304f\u96e2\u308c\u3066\u3044\u308c\u3070\u3001**\u5225\u306e\u8ab2\u7a0b\u306e\u6210\u7e3e\u8a3c\u660e\u66f8\u304c\u6dfb\u3048\u3089\u308c\u3066\u3044\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002**\n\n### \u524d\u51e6\u7406\n\n1. **\u5f62\u5f0f\u306e\u78ba\u8a8d** \u2026 JPEG\u3001PNG\u3001PDF\u3001TIFF \u3067\u3042\u308b\u3053\u3068\u3002XFA\u5f62\u5f0f\u306ePDF\u306f\u6271\u3048\u306a\u3044\u305f\u3081\u3001\u5370\u5237\u3057\u76f4\u3057\u3066PDF\u306b\u3057\u307e\u3059\n2. **\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u78ba\u8a8d** \u2026 PDF\u306f\u30d1\u30b9\u30ef\u30fc\u30c9\u4fdd\u8b77\u4e0d\u53ef\u3067\u3059\u3002**\u5927\u5b66\u304c\u96fb\u5b50\u7684\u306b\u767a\u884c\u3057\u305f\u6210\u7e3e\u8a3c\u660e\u66f8\u306b\u306f\u30d1\u30b9\u30ef\u30fc\u30c9\u4ed8\u304d\u306e\u3082\u306e\u304c\u3042\u308a\u3001** \u305d\u306e\u5834\u5408\u306f\u89e3\u9664\u3057\u305f\u5199\u3057\u3092\u5fdc\u52df\u8005\u306b\u983c\u3080\u304b\u3001\u4eba\u306e\u78ba\u8a8d\u306b\u56de\u3057\u307e\u3059\n3. **\u30b5\u30a4\u30ba\u3068\u5bf8\u6cd5\u306e\u78ba\u8a8d** \u2026 \u975e\u540c\u671f\u306e\u51e6\u7406\u3067 PDF \u3068 TIFF \u306f500MB\u30fb3,000\u30da\u30fc\u30b8\u3001JPEG \u3068 PNG \u306f10MB\u307e\u3067\u3001\u753b\u50cf\u306f\u3069\u306e\u8fba\u308210,000\u30d4\u30af\u30bb\u30eb\u4ee5\u4e0b\u3067\u3059\n4. **\u6587\u5b57\u306e\u5927\u304d\u3055\u306e\u78ba\u8a8d** \u2026 \u6587\u5b57\u306e\u9ad8\u3055\u304c15\u30d4\u30af\u30bb\u30eb\uff08150 DPI\u30678\u30dd\u30a4\u30f3\u30c8\u76f8\u5f53\uff09\u3092\u4e0b\u56de\u308b\u3068\u691c\u51fa\u3055\u308c\u307e\u305b\u3093\u3002**\u6388\u4e0e\u65e5\u306f\u5c0f\u3055\u306a\u5b57\u306e\u3053\u3068\u304c\u591a\u3044\u306e\u3067\u3001\u7e2e\u5c0f\u3057\u3059\u304e\u307e\u305b\u3093**\n5. **\u66f8\u985e\u306e\u7a2e\u985e\u306e\u632f\u308a\u5206\u3051** \u2026 \u30d5\u30a1\u30a4\u30eb\u540d\u3067\u306f\u306a\u304f\u3001\u5168\u6587\u306e\u6700\u521d\u306e\u6570\u884c\u306e\u300cTranscript\u300d\u300cDiploma\u300d\u306a\u3069\u306e\u8a9e\u3067\u632f\u308a\u5206\u3051\u307e\u3059\n6. **\u8a00\u8a9e\u306e\u78ba\u8a8d** \u2026 \u82f1\u8a9e\u306e\u5b66\u4f4d\u540d\u30fb\u6708\u540d\u306e\u8a9e\u304c\u307b\u3068\u3093\u3069\u7121\u3051\u308c\u3070\u82f1\u8a9e\u4ee5\u5916\u3068\u307f\u306a\u3057\u3001\u8cea\u554f\u3092\u5f53\u3066\u305a\u306b\u4eba\u306b\u56de\u3057\u307e\u3059\u3002**\u7ffb\u8a33\u8a3c\u660e\u3064\u304d\u306e\u82f1\u8a33\u304c\u3042\u308c\u3070\u82f1\u8a33\u3092\u8aad\u307f\u307e\u3059**\n\n**2\u756a\u76ee\u30686\u756a\u76ee\u306f\u3001\u3069\u3061\u3089\u3082\u300c\u7b54\u3048\u304c\u7a7a\u300d\u3068\u3057\u3066\u8fd4\u308a `not_found` \u3068\u533a\u5225\u304c\u3064\u304b\u306a\u3044\u305f\u3081\u3001**\u524d\u51e6\u7406\u3067\u7406\u7531\u3092\u4ed8\u3051\u3066\u5206\u3051\u307e\u3059\u3002\n\n### AI\u306b\u4f55\u3092\u3055\u305b\u308b\u306e\u304b\n\n**\u3055\u305b\u308b\u306e\u306f\u3001\u66f8\u985e\u304b\u3089\u6c7a\u307e\u3063\u305f\u9805\u76ee\u306e\u5024\u3092\u8aad\u307f\u53d6\u308a\u3001\u6839\u62e0\u306e\u4f4d\u7f6e\u3068\u4fe1\u983c\u5ea6\u3092\u6dfb\u3048\u308b\u3053\u3068\u3060\u3051\u3067\u3059\u3002** \u7167\u3089\u3057\u5408\u308f\u305b\u306f\u3001\u8aad\u307f\u53d6\u308a\u306e\u5f8c\u306b\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u898f\u5247\u304c\u884c\u3044\u307e\u3059\u3002\n\n| \u8aad\u307f\u53d6\u308b\u9805\u76ee | \u4e2d\u8eab | \u8aad\u307f\u53d6\u308c\u306a\u3044\u3068\u304d\u306e\u6271\u3044 |\n|:--|:--|:--|\n| \u6c0f\u540d | \u66f8\u985e\u306b\u66f8\u304b\u308c\u305f\u672c\u4eba\u306e\u6c0f\u540d | \u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070 `not_found` |\n| \u5927\u5b66\u540d | \u5b66\u4f4d\u3092\u51fa\u3057\u305f\u5927\u5b66\u30fb\u6a5f\u95a2\u306e\u540d\u524d | \u8aad\u3081\u306a\u3051\u308c\u3070 `unreadable` |\n| \u5b66\u4f4d | \u5b66\u4f4d\u306e\u540d\u524d\uff08Bachelor of \u301c\u3001Master of \u301c\u3001Doctor of Philosophy \u306a\u3069\uff09 | \u5bfe\u5fdc\u8868\u306b\u7121\u3051\u308c\u3070 `cannot_map` |\n| \u5c02\u653b | \u5c02\u653b\u30fb\u5206\u91ce\u306e\u540d\u524d | \u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070 `not_found` |\n| \u6388\u4e0e\u65e5 | \u5b66\u4f4d\u3092\u6388\u4e0e\u3057\u305f\u65e5\uff08Date Conferred\u3001Date Awarded \u306a\u3069\uff09 | \u65e5\u30fb\u6708\u306e\u9806\u304c\u6c7a\u307e\u3089\u306a\u3051\u308c\u3070 `ambiguous` |\n| \u5b66\u4f4d\u306e\u72b6\u614b | \u6388\u4e0e\u6e08\u307f\u304b\u3001\u898b\u8fbc\u307f\u30fb\u5728\u5b66\u4e2d\u304b | \u300cExpected\u300d\u300cIn Progress\u300d\u304c\u3042\u308c\u3070 `pending` |\n| \u5728\u7c4d\u671f\u9593\u30fb\u767a\u884c\u65e5 | \u6700\u521d\u3068\u6700\u5f8c\u306e\u5b66\u671f\u3001\u767a\u884c\u3057\u305f\u65e5 | \u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070 `not_found` |\n\n**\u5b66\u4f4d\u306e\u72b6\u614b\u3092\u72ec\u7acb\u3057\u3066\u8aad\u3080\u306e\u304c\u3001\u3053\u306e\u8868\u3067\u3044\u3061\u3070\u3093\u5927\u4e8b\u306a\u3068\u3053\u308d\u3067\u3059\u3002** \u5728\u5b66\u4e2d\u306e\u6210\u7e3e\u8a3c\u660e\u66f8\u306b\u306f\u6388\u4e0e\u65e5\u304c\u7121\u3044\u304b\u300cDegree Expected\u300d\u3068\u66f8\u304b\u308c\u3001**\u305d\u306e\u307e\u307e\u7167\u5408\u3059\u308b\u3068\u98df\u3044\u9055\u3044\u306b\u898b\u3048\u307e\u3059\u304c\u3001\u5b9f\u969b\u306f\u300c\u307e\u3060\u6388\u4e0e\u3055\u308c\u3066\u3044\u306a\u3044\u300d\u3067\u3059\u3002** \u898b\u8fbc\u307f\u3067\u306e\u5fdc\u52df\u3092\u8a8d\u3081\u308b\u516c\u52df\u304b\u3067\u6271\u3044\u304c\u5909\u308f\u308b\u305f\u3081\u3001\u5225\u306e\u9805\u76ee\u306b\u3057\u307e\u3059\u3002\n\n| \u3055\u305b\u306a\u3044\u3053\u3068 | \u7406\u7531 |\n|:--|:--|\n| \u66f8\u985e\u306e\u771f\u507d\u306e\u5224\u65ad | \u898b\u305f\u76ee\u304b\u3089\u306f\u5206\u304b\u3089\u306a\u3044\u3002\u5fc5\u8981\u306a\u3089\u767a\u884c\u3057\u305f\u5927\u5b66\u306b\u5225\u306e\u7d4c\u8def\u3067\u78ba\u304b\u3081\u308b |\n| \u5b66\u4f4d\u306e\u5f53\u3066\u306f\u3081\u30fb\u5fdc\u52df\u8cc7\u683c\u306e\u5224\u65ad | \u5236\u5ea6\u3054\u3068\u306b\u4e2d\u8eab\u304c\u9055\u3046\u3002\u63a1\u7528\u3059\u308b\u5074\u3068\u9078\u8003\u59d4\u54e1\u4f1a\u304c\u6c7a\u3081\u308b |\n| \u8aad\u3081\u306a\u304b\u3063\u305f\u5024\u306e\u88dc\u5b8c | \u30d5\u30a9\u30fc\u30e0\u306e\u8a18\u8f09\u3067\u57cb\u3081\u308b\u3068\u7167\u5408\u306e\u610f\u5473\u304c\u306a\u304f\u306a\u308b |\n\n### \u30d7\u30ed\u30f3\u30d7\u30c8\u307e\u305f\u306f\u6307\u793a\u5185\u5bb9\u306e\u4f8b\n\nAWS Textract \u3078\u306e\u6307\u793a\u306f\u3001\u82f1\u8a9e\u306e\u8cea\u554f\u306e\u4e00\u89a7\u3067\u3059\u3002**\u5225\u540d\u3092\u4ed8\u3051\u3066\u3001\u53d7\u3051\u53d6\u308b\u5074\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u9805\u76ee\u3092\u53d6\u308a\u9055\u3048\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\u3002** \u6210\u7e3e\u8a3c\u660e\u66f8\u306b\u306f\u6b21\u306e\u8cea\u554f\u3092\u5168\u30da\u30fc\u30b8\u306b\u5f53\u3066\u307e\u3059\u3002\n\n```\nQueriesConfig:\n  Queries:\n    - Text: \"What is the student's full name?\"\n      Alias: NAME\n      Pages: [\"*\"]\n    - Text: \"What is the name of the university or institution?\"\n      Alias: INSTITUTION\n      Pages: [\"*\"]\n    - Text: \"What degree was conferred or awarded?\"\n      Alias: DEGREE\n      Pages: [\"*\"]\n    - Text: \"What is the major or field of study?\"\n      Alias: MAJOR\n      Pages: [\"*\"]\n    - Text: \"What is the date the degree was conferred or awarded?\"\n      Alias: CONFERRAL_DATE\n      Pages: [\"*\"]\n    - Text: \"What is the date of admission or first enrollment?\"\n      Alias: ENTRY_DATE\n      Pages: [\"*\"]\n    - Text: \"What is the date this transcript was issued?\"\n      Alias: ISSUE_DATE\n      Pages: [\"*\"]\n```\n\n**\u5b66\u4f4d\u8a18\u306b\u306f\u3001\u6c0f\u540d\u30fb\u5927\u5b66\u540d\u30fb\u5b66\u4f4d\u30fb\u5c02\u653b\u30fb\u6388\u4e0e\u65e5\u306e5\u554f\u3060\u3051\u3092\u5f53\u3066\u307e\u3059\u3002** \u53d6\u308c\u306a\u304b\u3063\u305f\u3068\u304d\u306f\u3001`LAYOUT` \u306e\u984c\u540d\u306e\u6587\u5b57\u5217\u3092\u5b66\u4f4d\u306e\u5019\u88dc\u3068\u3057\u3066\u6b8b\u3057\u307e\u3059\u3002\n\n\u53d7\u3051\u53d6\u3063\u305f\u7b54\u3048\u306b\u5bfe\u3057\u3066\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u5074\u3067\u6b21\u306e\u6c7a\u307e\u308a\u3092\u5f53\u3066\u307e\u3059\u3002**\u3053\u308c\u304c\u5b9f\u8cea\u7684\u306a\u300c\u6307\u793a\u300d\u3067\u3059\u3002**\n\n```\n\u3010\u7b54\u3048\u306e\u6271\u3044\u306e\u6c7a\u307e\u308a\u3011\n1. \u7b54\u3048\u304c\u7a7a\u306e\u9805\u76ee\u306f not_found \u3068\u3059\u308b\u3002\u30d5\u30a9\u30fc\u30e0\u306e\u8a18\u8f09\u3067\u57cb\u3081\u306a\u3044\u3002\n2. \u4fe1\u983c\u5ea6\u304c\u6c7a\u3081\u305f\u5024\u3092\u4e0b\u56de\u308b\u9805\u76ee\u306f unreadable \u3068\u3057\u3001\u5024\u306f\u53c2\u8003\u3068\u3057\u3066\u6b8b\u3059\u3002\n3. \u7b54\u3048\u306e\u6587\u5b57\u5217\u304c\u5168\u6587\u306e\u884c\u306e\u3069\u3053\u306b\u3042\u308b\u304b\u3092\u63a2\u3057\u3001\u898b\u3064\u304b\u3089\u306a\u3051\u308c\u3070 ambiguous \u3068\u3059\u308b\u3002\n4. \u65e5\u4ed8\u306f\u3001\u6708\u306e\u540d\u524d\u304c\u66f8\u304b\u308c\u3066\u3044\u308c\u3070\uff08June 5, 2021\uff0f5 June 2021\uff09\u305d\u306e\u307e\u307e\u8aad\u3080\u3002\n   \u6570\u5b57\u3060\u3051\u3067\u65e5\u3068\u6708\u306e\u4e21\u65b9\u304c12\u4ee5\u4e0b\u306a\u3089 ambiguous \u3068\u3057\u3001\n   \u30d5\u30a9\u30fc\u30e0\u306e\u4fee\u4e86\u5e74\u6708\u306b\u8fd1\u3044\u307b\u3046\u3092\u9078\u3070\u306a\u3044\u3002\n5. \u5168\u6587\u306b\u300cExpected\u300d\u300cIn Progress\u300d\u300cNot Conferred\u300d\u300cPending\u300d\u304c\u3042\u308c\u3070\u3001\n   \u5b66\u4f4d\u306e\u72b6\u614b\u3092 pending \u3068\u3057\u3001\u6388\u4e0e\u65e5\u306e\u7167\u5408\u3092\u884c\u308f\u306a\u3044\u3002\n6. \u5b66\u4f4d\u306f\u5b66\u4f4d\u540d\u306e\u5bfe\u5fdc\u8868\u3067\u6bb5\u968e\uff08bachelor\uff0fmaster\uff0fdoctor\uff09\u306b\u305d\u308d\u3048\u308b\u3002\n   \u8868\u306b\u7121\u3044\u8a00\u3044\u65b9\u306f cannot_map \u3068\u3057\u3001\u8fd1\u3044\u8a00\u3044\u65b9\u306b\u5bc4\u305b\u306a\u3044\u3002\n7. \u5927\u5b66\u540d\u306f\u5927\u5b66\u540d\u306e\u5225\u540d\u8868\u3067\u6b63\u5f0f\u540d\u79f0\u306b\u305d\u308d\u3048\u3066\u304b\u3089\u6bd4\u3079\u308b\u3002\n   \u8868\u306b\u7121\u3044\u540d\u524d\u306f\u3001\u305d\u306e\u307e\u307e\u6bd4\u3079\u3066\u9055\u3048\u3070 mismatch \u3068\u3059\u308b\u3002\n8. \u6c0f\u540d\u306f\u5927\u6587\u5b57\u30fb\u5c0f\u6587\u5b57\u3068\u8a18\u53f7\u3092\u5916\u3057\u3001\u8a9e\u306e\u96c6\u307e\u308a\u3068\u3057\u3066\u6bd4\u3079\u308b\u3002\n   \u8a9e\u306e\u9806\u3060\u3051\u304c\u9055\u3046\u3082\u306e\u306f partial\u3001\u8a9e\u304c\u8db3\u308a\u306a\u3044\u30fb\u591a\u3044\u3082\u306e\u3082 partial\u3001\n   \u5171\u901a\u3059\u308b\u8a9e\u304c\u7121\u3044\u3082\u306e\u3092 mismatch \u3068\u3059\u308b\u3002\n9. \u5c02\u653b\u306f\u8a00\u3044\u65b9\u306e\u5dee\u304c\u5927\u304d\u3044\u306e\u3067\u3001\u4e00\u81f4\u30fb\u4e0d\u4e00\u81f4\u3092\u6c7a\u3081\u306a\u3044\u3002\n   \u8aad\u307f\u53d6\u3063\u305f\u5024\u3068\u30d5\u30a9\u30fc\u30e0\u306e\u5024\u3092\u4e26\u3079\u3001wording_differs \u3068\u3057\u3066\u4eba\u306b\u898b\u305b\u308b\u3002\n10. \u6210\u7e3e\uff08GPA\u3001\u79d1\u76ee\u3054\u3068\u306e\u8a55\u4fa1\uff09\u306f\u8aad\u307f\u53d6\u308a\u7d50\u679c\u306b\u6b8b\u3055\u305a\u3001\u7167\u5408\u306b\u3082\u4f7f\u308f\u306a\u3044\u3002\n```\n\n**4\u756a\u76ee\u30688\u756a\u76ee\u304c\u89e3\u91c8\u306e\u7f60\u3067\u3059\u3002** \u65e5\u4ed8\u3092\u300c\u8fd1\u3044\u307b\u3046\u300d\u3067\u6c7a\u3081\u308b\u3068\u3001\u5916\u308c\u305f\u3068\u304d\u306b\u8ab0\u3082\u6c17\u3065\u304d\u307e\u305b\u3093\u3002\u6c0f\u540d\u306f\u540d\u3068\u59d3\u306e\u9806\u3001\u30df\u30c9\u30eb\u30cd\u30fc\u30e0\u3001\u7d50\u5a5a\u524d\u306e\u59d3\u306e\u9055\u3044\u304c\u666e\u901a\u306b\u3042\u308a\u3001**\u8a9e\u306e\u9806\u306e\u9055\u3044\u3092 `mismatch` \u306b\u3059\u308b\u3068\u78ba\u8a8d\u304c\u610f\u5473\u306e\u306a\u3044\u9055\u3044\u3067\u57cb\u307e\u308a\u307e\u3059\u3002** 10\u756a\u76ee\u306f\u3001**\u9078\u8003\u306e\u6750\u6599\u304c\u610f\u56f3\u305b\u305a\u5897\u3048\u308b\u306e\u3092\u9632\u3050**\u6c7a\u307e\u308a\u3067\u3059\u3002\n\n### \u51fa\u529b\u5f62\u5f0f\n\n**\u8aad\u307f\u53d6\u308a\u3068\u7167\u5408\u306e\u7d50\u679c\u3092\u3001\u5fdc\u52df\u8005\u3054\u3068\u306b\u6b21\u306e\u5f62\u306eJSON\u306b\u307e\u3068\u3081\u3066\u4e00\u89a7\u3078\u6e21\u3057\u307e\u3059\u3002**\n\n```json\n{\n  \"applicant_id\": \"2026-R114-0087\",\n  \"documents\": [\n    { \"doc_type\": \"transcript | diploma | other\", \"file\": \"transcript_1.pdf\",\n      \"pages\": 4, \"language_check\": \"english | other\", \"job_id\": \"\" }\n  ],\n  \"fields\": [\n    { \"item\": \"CONFERRAL_DATE\", \"source\": \"transcript_1.pdf\",\n      \"status\": \"ok | not_found | unreadable | ambiguous | pending | cannot_map\",\n      \"value\": \"June 5, 2021\", \"normalized\": \"2021-06-05\",\n      \"confidence\": 0, \"page\": 4 }\n  ],\n  \"comparison\": [\n    { \"item\": \"degree_level\", \"form\": \"master\", \"document\": \"master\",\n      \"result\": \"match | partial | mismatch | wording_differs | cannot_check\" },\n    { \"item\": \"completion_month\", \"form\": \"2021-03\", \"document\": \"2021-06\",\n      \"gap_months\": 3, \"result\": \"match | partial | mismatch | cannot_check\" }\n  ],\n  \"verdict\": \"consistent | review | missing_document\"\n}\n```\n\n`comparison` \u306e `item` \u306f `name` \uff0f `institution` \uff0f `degree_level` \uff0f `major` \uff0f `completion_month` \uff0f `enrollment_period` \u3067\u3059\u3002\n\n**1\u3064\u76ee\u306e\u7406\u7531\u306f\u3001`fields`\uff08\u66f8\u985e\u306e\u8a18\u9332\uff09\u3068 `comparison`\uff08\u81ea\u793e\u306e\u6c7a\u307e\u308a\u3067\u7167\u3089\u3057\u305f\u7d50\u679c\uff09\u3092\u5225\u306e\u5c64\u306b\u7f6e\u3051\u308b\u3053\u3068\u3067\u3059\u3002** \u8868\u3084\u6c7a\u307e\u308a\u3092\u76f4\u3057\u3066\u3082\u3001**\u8aad\u307f\u53d6\u308a\u3092\u3084\u308a\u76f4\u3055\u305a\u306b\u7167\u5408\u3060\u3051\u3092\u5f15\u304d\u76f4\u305b\u307e\u3059\u3002** 2\u3064\u76ee\u306f\u3001`verdict` \u30923\u6bb5\u968e\u306b\u9650\u308c\u308b\u3053\u3068\u3067\u3059\u3002\n\n| `verdict` | \u6761\u4ef6 | \u63a1\u7528\u62c5\u5f53\u306e\u6271\u3044 |\n|:--|:--|:--|\n| `consistent` | \u5168\u9805\u76ee\u304c `match`\u3001\u307e\u305f\u306f `partial` \u304c\u6c0f\u540d\u306e\u8a9e\u306e\u9806\u3060\u3051 | \u4e00\u89a7\u3067\u6d41\u3057\u898b\u3066\u5370\u3092\u4ed8\u3051\u308b |\n| `review` | `match` \u4ee5\u5916\u306e\u5024\uff08\u8a9e\u306e\u9806\u3060\u3051\u306e `partial` \u3092\u9664\u304f\uff09\u304c\u3042\u308b | \u66f8\u985e\u306e\u753b\u50cf\u3067\u78ba\u304b\u3081\u308b |\n| `missing_document` | \u66f8\u985e\u304c\u6b20\u3051\u3066\u3044\u308b\u3001\u307e\u305f\u306f\u82f1\u8a9e\u4ee5\u5916\u3067\u8aad\u3081\u306a\u3044 | \u66f8\u985e\u306e\u8ffd\u52a0\u3092\u983c\u3080\u304b\u3001\u4eba\u304c\u8aad\u3080 |\n\n**`verdict` \u306b\u300c\u4e0d\u6b63\u300d\u300c\u4e0d\u5408\u683c\u300d\u306b\u5f53\u305f\u308b\u5024\u3092\u7f6e\u304b\u306a\u3044\u306e\u304c\u3001\u3053\u306e\u8868\u306e\u3044\u3061\u3070\u3093\u5927\u4e8b\u306a\u3068\u3053\u308d\u3067\u3059\u3002** \u9055\u3044\u304c\u3042\u308b\u3053\u3068\u3068\u5fdc\u52df\u3092\u9000\u3051\u308b\u3053\u3068\u306e\u9593\u306b\u306f\u3001\u5fc5\u305a\u4eba\u306e\u78ba\u8a8d\u304c\u5165\u308a\u307e\u3059\u3002**3\u3064\u76ee\u306b\u3001`page` \u304c\u3042\u308c\u3070\u6210\u7e3e\u8a3c\u660e\u66f8\u3092\u6700\u521d\u304b\u3089\u3081\u304f\u3089\u305a\u306b\u6e08\u307f\u307e\u3059\u3002**\n\n### \u30b7\u30b9\u30c6\u30e0\u9023\u643a\n\n| \u3064\u306a\u304e\u5148 | \u65b9\u5f0f | \u5185\u5bb9 |\n|:--|:--|:--|\n| \u5fdc\u52df\u53d7\u4ed8\u30b7\u30b9\u30c6\u30e0 | \u6bce\u671d\u306e\u66f8\u304d\u51fa\u3057\uff08\u30d5\u30a1\u30a4\u30eb\uff09 | \u524d\u65e5\u5206\u306e\u66f8\u985e\u3068\u30d5\u30a9\u30fc\u30e0\u306e\u5b66\u6b74\u3092\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u3078 |\n| \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\uff08S3\uff09 | \u4fdd\u5b58\u306e\u901a\u77e5\u3067 Lambda \u3092\u8d77\u52d5 | \u5fdc\u52df\u8005\u756a\u53f7\u3054\u3068\u306e\u66f8\u985e\u306e\u53d7\u3051\u4ed8\u3051 |\n| AWS Textract | `StartDocumentAnalysis` \u3068 `GetDocumentAnalysis` | \u66f8\u985e\u306e\u8aad\u307f\u53d6\u308a |\n| \u5fdc\u52df\u8005\u306e\u4e00\u89a7 | \u7167\u5408\u7d50\u679c\u306e\u66f8\u304d\u8fbc\u307f | \u300c\u78ba\u8a8d\u5f85\u3061\u300d\u306e\u884c\u3068\u6839\u62e0\u3092\u66f8\u304f |\n\n**\u5fdc\u52df\u53d7\u4ed8\u30b7\u30b9\u30c6\u30e0\u3078\u306f\u66f8\u304d\u623b\u3055\u305a\u3001\u5fdc\u52df\u8005\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u3082\u81ea\u52d5\u3067\u306f\u9001\u308a\u307e\u305b\u3093\u3002** \u7167\u5408\u306e\u7d50\u679c\u304c\u5fdc\u52df\u306e\u72b6\u614b\u306b\u53cd\u6620\u3055\u308c\u308b\u7d4c\u8def\u3092\u4f5c\u308b\u3068\u3001**\u8aad\u307f\u9055\u30441\u3064\u3067\u5fdc\u52df\u8005\u304c\u9078\u8003\u304b\u3089\u5916\u308c\u307e\u3059\u3002** \u554f\u3044\u5408\u308f\u305b\u306f\u8a00\u8449\u3072\u3068\u3064\u3067\u300c\u7591\u308f\u308c\u3066\u3044\u308b\u300d\u3068\u53d7\u3051\u53d6\u3089\u308c\u308b\u305f\u3081\u3001\u6587\u9762\u306f\u63a1\u7528\u62c5\u5f53\u304c\u66f8\u304d\u307e\u3059\u3002\n\n### \u4eba\u9593\u306e\u78ba\u8a8d\n\n**\u4eba\u304c\u958b\u304f\u306e\u306f `review` \u3068 `missing_document` \u306e\u5fdc\u52df\u8005\u3060\u3051\u3067\u3059\u3002** \u5168\u54e1\u3092\u958b\u304f\u3068\u3001\u7b2c10\u7ae0\u306e6.0\u6642\u9593\u306b\u306f\u53ce\u307e\u308a\u307e\u305b\u3093\u3002\n\n1. **`mismatch` \u3092\u5148\u306b\u898b\u308b** \u2026 \u753b\u50cf\u306e\u8a72\u5f53\u30da\u30fc\u30b8\u3067\u3001**\u8aad\u307f\u53d6\u308a\u306e\u8aa4\u308a\u3067 `mismatch` \u306b\u306a\u3063\u3066\u3044\u306a\u3044\u304b\u3092\u6700\u521d\u306b\u78ba\u304b\u3081\u307e\u3059**\n2. **\u5927\u5b66\u540d\u3068\u5b66\u4f4d\u540d\u306e\u9055\u3044\u3092\u8abf\u3079\u308b** \u2026 \u6539\u79f0\u3084\u7565\u79f0\u306a\u3089\u3001\u5225\u540d\u8868\u30fb\u5bfe\u5fdc\u8868\u306b1\u884c\u8db3\u3057\u3066\u7167\u5408\u3092\u5f15\u304d\u76f4\u3057\u307e\u3059\n3. **\u4fee\u4e86\u5e74\u6708\u306e\u5dee\u3092\u78ba\u304b\u3081\u308b** \u2026 \u8ad6\u6587\u306e\u5be9\u67fb\u306e\u65e5\u30fb\u8ab2\u7a0b\u306e\u4fee\u4e86\u65e5\u30fb\u6388\u4e0e\u65e5\u306e\u3069\u308c\u3092\u66f8\u3044\u305f\u304b\u3067\u3001\u6570\u304b\u6708\u306e\u5dee\u306f\u666e\u901a\u306b\u51fa\u307e\u3059\u3002**\u7406\u7531\u304c\u66f8\u985e\u304b\u3089\u8aad\u3081\u308c\u3070\u554f\u3044\u5408\u308f\u305b\u306f\u8981\u308a\u307e\u305b\u3093**\n4. **`pending` \u3092\u516c\u52df\u306e\u6761\u4ef6\u306b\u7167\u3089\u3059** \u2026 \u898b\u8fbc\u307f\u3067\u306e\u5fdc\u52df\u3092\u8a8d\u3081\u306a\u3044\u516c\u52df\u306a\u3089\u3001\u9078\u8003\u59d4\u54e1\u4f1a\u306b\u5224\u65ad\u3092\u4ef0\u304e\u307e\u3059\n5. **\u554f\u3044\u5408\u308f\u305b\u304c\u8981\u308b\u3082\u306e\u3060\u3051\u5fdc\u52df\u8005\u306b\u805e\u304f** \u2026 \u3069\u3053\u304c\u3069\u3046\u9055\u3046\u304b\u3092\u5177\u4f53\u7684\u306b\u4f1d\u3048\u307e\u3059\n\n**1\u756a\u76ee\u30683\u756a\u76ee\u3092\u7701\u304b\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u66f8\u304d\u65b9\u306e\u9055\u3044\u3092\u305d\u306e\u307e\u307e\u554f\u3044\u5408\u308f\u305b\u308b\u3068\u3001**\u5fdc\u52df\u8005\u306e\u624b\u9593\u3092\u5897\u3084\u3057\u3001\u7d44\u7e54\u306e\u5370\u8c61\u3092\u843d\u3068\u3057\u307e\u3059\u3002**\n\n### \u4f8b\u5916\u51e6\u7406\n\n| \u8d77\u304d\u308b\u3053\u3068 | \u5bfe\u5fdc |\n|:--|:--|\n| \u30d1\u30b9\u30ef\u30fc\u30c9\u4ed8\u304d\u306ePDF | PDF\u306f\u4fdd\u8b77\u3055\u308c\u3066\u3044\u3066\u306f\u3044\u3051\u306a\u3044\u3002**\u89e3\u9664\u3057\u305f\u5199\u3057\u3092\u5fdc\u52df\u8005\u306b\u983c\u3080** |\n| \u82f1\u8a9e\u4ee5\u5916\u306e\u66f8\u985e | \u8cea\u554f\u306f\u82f1\u8a9e\u306e\u307f\u3002\u7ffb\u8a33\u8a3c\u660e\u3064\u304d\u306e\u82f1\u8a33\u304c\u3042\u308c\u3070\u305d\u3061\u3089\u3092\u8aad\u307f\u3001\u7121\u3051\u308c\u3070 `missing_document` \u3067\u4eba\u3078 |\n| \u30e9\u30c6\u30f3\u8a9e\u306e\u5b66\u4f4d\u8a18 | **\u6210\u7e3e\u8a3c\u660e\u66f8\u306e\u5074\u306e\u8a18\u8f09\u3067\u7167\u3089\u3059** |\n| \u6388\u4e0e\u65e5\u304c\u6210\u7e3e\u8a3c\u660e\u66f8\u306e\u6700\u5f8c\u306e\u30da\u30fc\u30b8\u3060\u3051\u306b\u3042\u308b | \u8cea\u554f\u306b `Pages: [\"*\"]` \u3092\u4ed8\u3051\u5fd8\u308c\u308b\u3068\u7a7a\u306b\u306a\u308b\u3002**\u5168\u30da\u30fc\u30b8\u306b\u5f53\u3066\u308b** |\n| \u5730\u7d0b\u3067\u6587\u5b57\u304c\u6b20\u3051\u308b | `unreadable` \u3067\u4eba\u3078 |\n| \u30d5\u30a9\u30fc\u30e0\u306e\u5b66\u6b74\u304c\u8907\u6570\u884c\u3067\u3001\u3069\u308c\u3068\u7167\u3089\u3059\u304b\u6c7a\u307e\u3089\u306a\u3044 | \u5927\u5b66\u540d\u3067\u884c\u3092\u9078\u3076\u3002**\u9078\u3079\u306a\u3051\u308c\u3070 `cannot_check` \u306b\u3057\u3066\u63a8\u6e2c\u3057\u306a\u3044** |\n| \u8aad\u307f\u53d6\u308a\u304c\u5931\u6557\u3057\u305f | \u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u306b\u6b8b\u3057\u3001\u6210\u529f\u3057\u305f\u3068\u304d\u3060\u3051\u51e6\u7406\u6e08\u307f\u3078\u79fb\u3059 |\n\n**\u4e0a\u306e4\u884c\u304c\u5927\u534a\u3067\u3001\u3069\u308c\u3082\u66f8\u985e\u306e\u5074\u306e\u4e8b\u60c5\u3067\u3059\u3002** \u5fdc\u52df\u8981\u9805\u306b\u66f8\u3044\u3066\u304a\u304f\u3060\u3051\u3067\u6e1b\u308a\u307e\u3059\u3002\n\n### \u4fdd\u5b58\u30fb\u30ed\u30b0\n\n- \u66f8\u985e\u306e\u5143\u30d5\u30a1\u30a4\u30eb\u3068\u53d7\u3051\u4ed8\u3051\u305f\u65e5\u6642\u3001AWS Textract \u306e\u7d50\u679c\u306e\u5168\u6587\uff08JSON\uff09\u3068 `JobId`\n- \u305d\u308d\u3048\u305f\u5f8c\u306e\u5024\u3068**\u305d\u308d\u3048\u65b9\u306e\u8a18\u9332**\u3001\u7167\u5408\u306e\u7d50\u679c\u3068**\u305d\u306e\u3068\u304d\u306e\u5225\u540d\u8868\u30fb\u5bfe\u5fdc\u8868\u30fb\u6c7a\u307e\u308a\u306e\u7248**\n- \u63a1\u7528\u62c5\u5f53\u304c\u76f4\u3057\u305f\u9805\u76ee\u3068\u76f4\u3059\u524d\u306e\u5024\u3001\u554f\u3044\u5408\u308f\u305b\u305f\u5185\u5bb9\u3068\u56de\u7b54\n- **\u5927\u5b66\u3054\u3068\u30fb\u56fd\u3054\u3068\u306e `review` \u306e\u767a\u751f\u7387**\n\n**\u8868\u306e\u7248\u3092\u6b8b\u3059\u306e\u306f\u3001\u8868\u304c\u80b2\u3064\u3068\u904e\u53bb\u306e `mismatch` \u304c `match` \u306b\u5909\u308f\u308a\u3001\u5f53\u6642\u306a\u305c\u554f\u3044\u5408\u308f\u305b\u305f\u306e\u304b\u304c\u5206\u304b\u3089\u306a\u304f\u306a\u308b\u304b\u3089\u3067\u3059\u3002** \u4fdd\u5b58\u306e\u671f\u9593\u306f\u5fdc\u52df\u66f8\u985e\u306e\u53d6\u308a\u6271\u3044\u306e\u6c7a\u307e\u308a\u306b\u5408\u308f\u305b\u307e\u3059\u3002","minimal_setup":"1. \u904e\u53bb\u306e\u5fdc\u52df\u8005\u304b\u308920\u4eba\u5206\u306e\u5b66\u4f4d\u8a18\u3068\u6210\u7e3e\u8a3c\u660e\u66f8\u3092\u9078\u3076\uff08**\u56fd\u3068\u5927\u5b66\u304c\u3070\u3089\u3051\u308b\u3088\u3046\u306b\u3057\u3001\u5f53\u6642\u98df\u3044\u9055\u3044\u304c\u3042\u3063\u305f\u4eba\u3092\u5165\u308c\u308b**\uff09\n2. AWS \u306e\u30b3\u30f3\u30bd\u30fc\u30eb\u3067 AWS Textract \u306e\u6587\u66f8\u5206\u6790\u3092\u958b\u304d\u30011\u901a\u305a\u3064\u8aad\u307f\u53d6\u3089\u305b\u308b\uff08\u7b2c7\u7ae0\u306e\u8cea\u554f\u3092\u5165\u308c\u3001\u6210\u7e3e\u8a3c\u660e\u66f8\u306f\u5168\u30da\u30fc\u30b8\u306b\u5f53\u3066\u308b\uff09\n3. \u7b54\u3048\u3068\u4fe1\u983c\u5ea6\u3092\u8868\u306b\u5199\u3057\u3001\u5f53\u6642\u306e\u7167\u5408\u6b04\u306e\u5024\u3068\u898b\u6bd4\u3079\u308b\n4. \u8aad\u3081\u306a\u304b\u3063\u305f\u9805\u76ee\u3068\u3001\u53d6\u308a\u9055\u3048\u305f\u9805\u76ee\uff08\u5165\u5b66\u65e5\u3092\u6388\u4e0e\u65e5\u3068\u3057\u3066\u8aad\u3093\u3060\u306a\u3069\uff09\u306b\u5370\u3092\u4ed8\u3051\u308b\n5. \u30d5\u30a9\u30fc\u30e0\u306e\u5b66\u6b74\u3068\u624b\u3067\u7167\u3089\u3057\u3001\u5f53\u6642\u306e\u98df\u3044\u9055\u3044\u304c\u540c\u3058\u304f\u51fa\u308b\u304b\u3092\u898b\u308b\n\n**20\u4eba\u5206\u306f\u5fc5\u305a\u3084\u3063\u3066\u304f\u3060\u3055\u3044\u3002** \u7167\u5408\u306e\u898f\u5247\u3092\u66f8\u304f\u524d\u306b\u3001**\u300c\u5927\u5b66\u3054\u3068\u306e\u66f8\u5f0f\u306e\u3070\u3089\u3064\u304d\u3092\u3001\u8cea\u554f\u3067\u5438\u53ce\u3067\u304d\u308b\u304b\u300d\u3092\u78ba\u304b\u3081\u307e\u3059\u3002**\n\n| \u51fa\u3066\u304d\u305f\u5185\u5bb9 | \u5224\u65ad |\n|:--|:--|\n| \u8cea\u554f\u306e\u7b54\u3048\u304c\u5f53\u6642\u306e\u7167\u5408\u6b04\u306e\u5024\u3068\u5408\u3063\u305f | **S3 \u3068 Lambda \u306e\u9023\u643a\u306b\u9032\u3080** |\n| \u6388\u4e0e\u65e5\u304c\u7a7a\u3067\u8fd4\u308b\u66f8\u985e\u304c\u591a\u3044 | \u5168\u30da\u30fc\u30b8\u3078\u306e\u6307\u5b9a\u3092\u78ba\u304b\u3081\u3001\u8cea\u554f\u306e\u8a00\u3044\u65b9\u3092\u76f4\u3059\u3002**\u69cb\u6210\u306f\u6709\u52b9** |\n| \u5165\u5b66\u65e5\u3068\u6388\u4e0e\u65e5\u3092\u53d6\u308a\u9055\u3048\u308b | \u8cea\u554f\u3092\u5206\u3051\u76f4\u3057\u3001\u5168\u6587\u306e\u4f4d\u7f6e\u3067\u78ba\u304b\u3081\u308b\u3002**\u69cb\u6210\u306f\u6709\u52b9** |","minimal_setup_short":"\u30b3\u30f3\u30bd\u30fc\u30eb\u3067\u66f8\u985e\u30921\u901a\u305a\u3064\u8aad\u307e\u305b\u3001\u7b54\u3048\u3092\u624b\u3067\u7167\u5408\u6b04\u306b\u5199\u3059 \uff0f \u66f8\u985e\u306e\u8aad\u307f\u53d6\u308a","semi_auto_setup":"\u4e0a\u8a18\uff0bS3 \u3078\u306e\u4fdd\u5b58\u3092\u8d77\u70b9\u306b\u8aad\u307f\u53d6\u308a\u3001\u7b54\u3048\u3092\u4e00\u89a7\u306b\u66f8\u304d\u51fa\u3059 \uff0f \u8aad\u307f\u53d6\u308a\u3068\u4e00\u89a7\u5316","full_setup":"\u4e0a\u8a18\uff0b\u30d5\u30a9\u30fc\u30e0\u306e\u5b66\u6b74\u3092\u5f15\u304d\u3001\u5225\u540d\u8868\u30fb\u5bfe\u5fdc\u8868\u3067\u305d\u308d\u3048\u30661\u9805\u76ee\u305a\u3064\u7167\u3089\u3057\u3001\u6839\u62e0\u3064\u304d\u3067\u4e00\u89a7\u306b\u66f8\u304d\u8fbc\u3080 \uff0f \u8aad\u307f\u53d6\u308a\u30fb\u7167\u5408\u30fb\u6839\u62e0\u306e\u63d0\u793a","level_note":"**\u6700\u5c0f\u69cb\u6210\u306f\u3001\u78ba\u304b\u3081\u308b\u305f\u3081\u306e\u6bb5\u968e\u3067\u3059\u3002**\n**\u534a\u81ea\u52d5\u5316\u3067\u30011\u4eba30\u5206\u304c15\u5206\u7a0b\u5ea6\u306b\u306a\u308a\u307e\u3059\u3002** \u898b\u6bd4\u3079\u3066\u8abf\u3079\u308b\u4f5c\u696d\u304c\u6b8b\u308a\u307e\u3059\u3002**\u672c\u683c\u69cb\u6210\u30676\u5206\u306b\u306a\u308a\u3001\u3053\u306e\u6bb5\u968e\u304c\u672c\u8a18\u4e8b\u306e\u60f3\u5b9a\u3067\u3059\u3002** \u5dee\u304c\u5927\u304d\u3044\u306e\u306f\u3001**\u5225\u540d\u8868\u3068\u5bfe\u5fdc\u8868\u304c\u80b2\u3064\u307b\u3069\u3001\u540c\u3058\u8abf\u3079\u3082\u306e\u3092\u7e70\u308a\u8fd4\u3055\u306a\u304f\u306a\u308b\u304b\u3089\u3067\u3059\u3002**\n**\u6bb5\u968e\u3092\u98db\u3070\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002** \u534a\u81ea\u52d5\u5316\u306e\u4e00\u89a7\u30921\u304b\u6708\u898b\u308b\u3068\u3001\u8aad\u307f\u53d6\u308a\u306e\u602a\u3057\u3044\u5927\u5b66\u3068\u66f8\u304d\u9593\u9055\u3048\u3084\u3059\u3044\u9805\u76ee\u304c\u5148\u306b\u5206\u304b\u308a\u307e\u3059\u3002","troubleshooting":"| \u554f\u984c | \u5bfe\u7b56 |\n|:--|:--|\n| \u6388\u4e0e\u65e5\u304c\u7a7a\u3067\u8fd4\u308b | **\u8cea\u554f\u306f\u65e2\u5b9a\u30671\u30da\u30fc\u30b8\u76ee\u3060\u3051\u3002** \u6210\u7e3e\u8a3c\u660e\u66f8\u306b\u306f `Pages: [\"*\"]` \u3092\u4ed8\u3051\u308b |\n| \u65e5\u3068\u6708\u3092\u53d6\u308a\u9055\u3048\u308b | \u4e21\u65b9\u306b\u8aad\u3081\u308b\u3082\u306e\u306f `ambiguous`\u3002**\u30d5\u30a9\u30fc\u30e0\u306e\u5e74\u6708\u3067\u6c7a\u3081\u306a\u3044** |\n| \u8aad\u3081\u306a\u304b\u3063\u305f\u5024\u304c\u30d5\u30a9\u30fc\u30e0\u306e\u8a18\u8f09\u3067\u57cb\u307e\u308b | \u88dc\u5b8c\u3092\u7981\u3058\u3001**\u7a7a\u306e\u9805\u76ee\u306f `not_found` \u306e\u307e\u307e\u4eba\u306b\u56de\u3059** |\n| \u6539\u79f0\u3057\u305f\u5927\u5b66\u304c\u3059\u3079\u3066 `mismatch` \u306b\u306a\u308b | \u5225\u540d\u8868\u3092\u80b2\u3066\u308b\u3002**\u78ba\u8a8d\u306e\u305f\u3073\u306b1\u884c\u8db3\u3059** |\n| \u6c0f\u540d\u306e\u8a9e\u306e\u9806\u306e\u9055\u3044\u3067\u78ba\u8a8d\u304c\u57cb\u307e\u308b | \u8a9e\u306e\u96c6\u307e\u308a\u3067\u6bd4\u3079\u3001\u9806\u306e\u9055\u3044\u306f `partial` |\n| \u5728\u5b66\u4e2d\u306e\u6210\u7e3e\u8a3c\u660e\u66f8\u3092\u300c\u6388\u4e0e\u65e5\u306a\u3057\u300d\u3068\u6271\u3046 | \u5b66\u4f4d\u306e\u72b6\u614b\u3092\u72ec\u7acb\u3057\u3066\u8aad\u307f\u3001`pending` \u306b\u5206\u3051\u308b |\n| \u7167\u5408\u306e\u7d50\u679c\u3067\u5fdc\u52df\u306e\u72b6\u614b\u304c\u5909\u308f\u308b | **\u5fdc\u52df\u53d7\u4ed8\u30b7\u30b9\u30c6\u30e0\u3078\u66f8\u304d\u623b\u3055\u306a\u3044** |\n| \u554f\u3044\u5408\u308f\u305b\u304c\u81ea\u52d5\u3067\u9001\u3089\u308c\u308b | **\u9001\u3089\u306a\u3044\u3002** \u63a1\u7528\u62c5\u5f53\u304c\u6587\u9762\u3092\u66f8\u304f |\n\n**\u4e0a\u306e3\u884c\u304c\u3001\u3053\u306e\u69cb\u6210\u306e\u5931\u6557\u306e\u307b\u3068\u3093\u3069\u3067\u3059\u3002** **\u8aad\u307f\u53d6\u308a\u306e\u5074\u3067\u6c7a\u3081\u305a\u306b\u4eba\u306b\u56de\u305b\u308b\u304b\u3067\u3001\u904b\u7528\u306b\u4e57\u308b\u304b\u304c\u6c7a\u307e\u308a\u307e\u3059\u3002**\n\n**\u4e0b\u306e2\u884c\u306f\u3001\u7167\u5408\u306e\u7d50\u679c\u3092\u9078\u8003\u306e\u7406\u7531\u305d\u306e\u3082\u306e\u306b\u3057\u306a\u3044\u305f\u3081\u306e\u5b88\u308a\u3067\u3059\u3002**","governance_notes":"**\u3053\u306e\u69cb\u6210\u3067\u6271\u3046\u30c7\u30fc\u30bf\uff1a** \u5fdc\u52df\u8005\u306e\u6c0f\u540d\u3001\u5b66\u6b74\u3001\u5728\u7c4d\u671f\u9593\u3001\u5b66\u4f4d\u3001\u305d\u3057\u3066\u6210\u7e3e\u8a3c\u660e\u66f8\u306b\u5370\u5237\u3055\u308c\u3066\u3044\u308b**\u79d1\u76ee\u3054\u3068\u306e\u6210\u7e3e\u3001\u5b66\u7c4d\u756a\u53f7\u3001\u751f\u5e74\u6708\u65e5**\u3067\u3059\u3002\u5fdc\u52df\u8005\u672c\u4eba\u306e\u500b\u4eba\u30c7\u30fc\u30bf\u3067\u3001\u9078\u8003\u306b\u95a2\u308f\u308a\u307e\u3059\u3002\n\n1. **\u4f7f\u3046\u5730\u57df\u3092\u6c7a\u3081\u3001\u56fd\u306e\u540d\u524d\u3092\u628a\u63e1\u3059\u308b** \u2026 AWS Textract \u306e\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306e\u4e00\u89a7\uff082026-10-15 \u6642\u70b9\uff09\u306b\u306f\u6771\u4eac\u306e\u30ea\u30fc\u30b8\u30e7\u30f3\u304c\u7121\u304f\u3001\u8fd1\u3044\u3068\u3053\u308d\u306f\u30bd\u30a6\u30eb\u30fb\u30b7\u30f3\u30ac\u30dd\u30fc\u30eb\u306a\u3069\u3067\u3059\u3002\u500b\u4eba\u60c5\u5831\u4fdd\u8b77\u59d4\u54e1\u4f1a\u306e Q&A \u306f\u3001\u5916\u56fd\u306b\u3042\u308b\u4e8b\u696d\u8005\u306e\u30af\u30e9\u30a6\u30c9\u306b\u500b\u4eba\u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u3059\u308b\u5834\u5408\u3001**\u305d\u306e\u5916\u56fd\u306e\u500b\u4eba\u60c5\u5831\u306e\u4fdd\u8b77\u306b\u95a2\u3059\u308b\u5236\u5ea6\u7b49\u3092\u628a\u63e1\u3057\u305f\u3046\u3048\u3067\u5b89\u5168\u7ba1\u7406\u63aa\u7f6e\u3092\u8b1b\u3058\u3001\u4e8b\u696d\u8005\u304c\u6240\u5728\u3059\u308b\u5916\u56fd\u3068\u30b5\u30fc\u30d0\u304c\u6240\u5728\u3059\u308b\u5916\u56fd\u306e\u540d\u79f0\u3092\u660e\u3089\u304b\u306b\u3059\u308b**\u3053\u3068\u3092\u6c42\u3081\u3066\u3044\u307e\u3059\u3002\u3069\u306e\u30ea\u30fc\u30b8\u30e7\u30f3\u3092\u4f7f\u3046\u304b\u3092\u5148\u306b\u6c7a\u3081\u3001\u5b66\u5185\u306e\u624b\u7d9a\u304d\u306b\u8f09\u305b\u307e\u3059\n2. **\u7d50\u679c\u306e\u4fdd\u7ba1\u5148\u3092\u81ea\u793e\u306e S3 \u306b\u3059\u308b** \u2026 \u975e\u540c\u671f\u306e\u51e6\u7406\u306e\u7d50\u679c\u306f\u3001\u65e2\u5b9a\u3067\u306f AWS Textract \u306e\u5074\u306e\u9818\u57df\u306b\u6697\u53f7\u5316\u3055\u308c\u30667\u65e5\u9593\u4fdd\u7ba1\u3055\u308c\u307e\u3059\u3002**`OutputConfig` \u3067\u81ea\u793e\u306e S3 \u306b\u51fa\u3057\u3001`KMSKeyId` \u3067\u81ea\u793e\u306e\u9375\u3067\u6697\u53f7\u5316\u3057\u307e\u3059**\n3. **\u76ee\u7684\u306e\u5916\u306e\u60c5\u5831\u3092\u6301\u305f\u306a\u3044** \u2026 \u6210\u7e3e\u30fb\u5b66\u7c4d\u756a\u53f7\u30fb\u751f\u5e74\u6708\u65e5\u306f**\u8aad\u307f\u53d6\u308a\u7d50\u679c\u304b\u3089\u5916\u3057\u3001\u4e00\u89a7\u306b\u5199\u3057\u307e\u305b\u3093**\n4. **\u7167\u5408\u306e\u7d50\u679c\u3067\u9078\u8003\u3092\u81ea\u52d5\u3067\u52d5\u304b\u3055\u306a\u3044** \u2026 \u51fa\u3059\u306e\u306f\u9055\u3044\u3068\u6839\u62e0\u307e\u3067\u3067\u3059\u3002**\u5fdc\u52df\u306e\u72b6\u614b\u3092\u5909\u3048\u308b\u306e\u3082\u3001\u5fdc\u52df\u8005\u306b\u554f\u3044\u5408\u308f\u305b\u308b\u306e\u3082\u4eba\u3067\u3059**\n5. **\u3053\u306e\u69cb\u6210\u306f\u66f8\u985e\u306e\u771f\u507d\u3068\u5b66\u4f4d\u306e\u5f53\u3066\u306f\u3081\u3092\u5224\u65ad\u3057\u307e\u305b\u3093** \u2026 \u66f8\u985e\u304c\u672c\u7269\u304b\u3001\u5916\u56fd\u306e\u5b66\u4f4d\u304c\u65e5\u672c\u306e\u3069\u306e\u5b66\u4f4d\u306b\u5f53\u305f\u308b\u304b\u3001\u5fdc\u52df\u8cc7\u683c\u3092\u6e80\u305f\u3059\u304b\u306f\u3001\u63a1\u7528\u3059\u308b\u5074\u3068\u9078\u8003\u59d4\u54e1\u4f1a\u304c\u6c7a\u3081\u307e\u3059\u3002NIC-Japan \u304c\u63d0\u4f9b\u3059\u308b\u5916\u56fd\u306e\u6559\u80b2\u5236\u5ea6\u306e\u60c5\u5831\u306a\u3069\u3092\u53c2\u8003\u306b\u3001**\u5224\u65ad\u306e\u6839\u62e0\u3092\u4eba\u306e\u5074\u3067\u6b8b\u3057\u3066\u304f\u3060\u3055\u3044**\n6. **\u4e0d\u63a1\u7528\u8005\u306e\u66f8\u985e\u306e\u6271\u3044\u3092\u5148\u306b\u6c7a\u3081\u308b** \u2026 \u3044\u3064\u307e\u3067\u6b8b\u3057\u3001\u3044\u3064\u6d88\u3059\u304b\u3092\u5fdc\u52df\u66f8\u985e\u306e\u53d6\u308a\u6271\u3044\u306e\u6c7a\u307e\u308a\u306b\u5408\u308f\u305b\u307e\u3059\u3002**\u8aad\u307f\u53d6\u308a\u7d50\u679c\u306eJSON\u3082\u66f8\u985e\u3068\u540c\u3058\u6271\u3044\u306b\u3057\u307e\u3059**\n\n\u8aa4\u308a\u304c\u8d77\u304d\u305f\u5834\u5408\u306e\u30ea\u30b9\u30af\u306f\u3001**\u98df\u3044\u9055\u3044\u3092\u898b\u843d\u3068\u3059\u3053\u3068\u3068\u3001\u98df\u3044\u9055\u3044\u3067\u306a\u3044\u3082\u306e\u3092\u5fdc\u52df\u8005\u306b\u554f\u3044\u5408\u308f\u305b\u308b\u3053\u3068\u306e2\u3064\u3067\u3059\u3002** \u524d\u8005\u306f\u8aad\u3081\u306a\u304b\u3063\u305f\u5024\u3092\u57cb\u3081\u308b\u3068\u8d77\u304d\u3001\u5f8c\u8005\u306f\u66f8\u304d\u65b9\u306e\u9055\u3044\u3092 `mismatch` \u306b\u3059\u308b\u3068\u8d77\u304d\u307e\u3059\u3002**\u3069\u3061\u3089\u3082\u300c\u8aad\u3081\u306a\u3044\u3082\u306e\u3092\u8aad\u3081\u306a\u3044\u307e\u307e\u4eba\u306b\u56de\u3059\u300d\u8a2d\u8a08\u3067\u9632\u304e\u307e\u3059\u3002**","recommended_for":"\u7814\u7a76\u8005\u30fb\u6559\u54e1\u30fb\u30dd\u30b9\u30c9\u30af\u306e\u516c\u52df\u3092\u901a\u5e74\u3067\u51fa\u3057\u3001\u6d77\u5916\u306e\u5927\u5b66\u3067\u5b66\u4f4d\u3092\u53d6\u3063\u305f\u5fdc\u52df\u8005\u304c\u6bce\u6708\u6570\u5341\u4eba\u3044\u308b\u5927\u5b66\u30fb\u7814\u7a76\u6a5f\u95a2\u3002\u5916\u56fd\u4eba\u306e\u6280\u8853\u8005\u30fb\u7814\u7a76\u8005\u3092\u6bce\u6708\u63a1\u7528\u3059\u308b\u4f01\u696d\u306e\u7814\u7a76\u958b\u767a\u90e8\u9580\u3084\u3001\u305d\u306e\u7d39\u4ecb\u3092\u884c\u3046\u4eba\u6750\u4f1a\u793e\u3002\u5b66\u4f4d\u8a18\u3068\u6210\u7e3e\u8a3c\u660e\u66f8\u306e\u5199\u3057\u30921\u901a\u305a\u3064\u958b\u304d\u3001\u5fdc\u52df\u66f8\u985e\u306e\u5b66\u6b74\u306e\u6b04\u3068\u76ee\u3067\u898b\u6bd4\u3079\u3066\u3044\u308b\u5834\u5408\u3002\u5b66\u6b74\u306e\u98df\u3044\u9055\u3044\u306b\u9078\u8003\u306e\u7d42\u76e4\u3084\u63a1\u7528\u306e\u624b\u7d9a\u304d\u306e\u6bb5\u968e\u3067\u6c17\u3065\u304d\u3001\u65e5\u7a0b\u304c\u5d29\u308c\u305f\u7d4c\u9a13\u304c\u3042\u308b\u7d44\u7e54\u3002","not_recommended_for":"\u6d77\u5916\u306e\u5927\u5b66\u3092\u51fa\u305f\u5fdc\u52df\u8005\u304c\u6708\u306b\u6570\u4eba\u3067\u3001\u76ee\u8996\u3067\u8db3\u308a\u308b\u5834\u5408\u3002\u5b66\u4f4d\u8a18\u30fb\u6210\u7e3e\u8a3c\u660e\u66f8\u304c\u82f1\u8a9e\u4ee5\u5916\uff08\u4e2d\u56fd\u8a9e\u30fb\u97d3\u56fd\u8a9e\u30fb\u30a2\u30e9\u30d3\u30a2\u8a9e\u306a\u3069\uff09\u3067\u767a\u884c\u3055\u308c\u308b\u56fd\u306e\u5fdc\u52df\u8005\u304c\u5927\u534a\u306e\u5834\u5408\uff08AWS Textract \u306e\u6587\u5b57\u306e\u691c\u51fa\u306f\u82f1\u30fb\u4ecf\u30fb\u72ec\u30fb\u4f0a\u30fb\u8461\u30fb\u897f\u306e6\u8a00\u8a9e\u3001\u8cea\u554f\u306b\u3088\u308b\u62bd\u51fa\u306f\u82f1\u8a9e\u306e\u307f\uff09\u3002\u306a\u304a\u3001\u5b66\u4f4d\u306e\u771f\u507d\u306e\u78ba\u8a8d\u3001\u5916\u56fd\u306e\u5b66\u4f4d\u304c\u65e5\u672c\u306e\u3069\u306e\u5b66\u4f4d\u306b\u5f53\u305f\u308b\u304b\u306e\u5224\u65ad\u3001\u9078\u8003\u306e\u5408\u5426\u306f\u3001\u3053\u306e\u69cb\u6210\u3067\u306f\u884c\u3044\u307e\u305b\u3093\u3002","first_step":"**1\u9031\u76ee\uff1a\u30d5\u30a9\u30fc\u30e0\u3068\u5fdc\u52df\u8981\u9805\u3092\u76f4\u3059**\n\n\u30d5\u30a9\u30fc\u30e0\u306e\u5b66\u6b74\u306e\u6b04\u306e\u4fee\u4e86\u5e74\u6708\u3092\u3001\u5e74\u3068\u6708\u306b\u5206\u3051\u3066\u5165\u529b\u3059\u308b\u5f62\u306b\u5909\u3048\u307e\u3059\u3002\u5fdc\u52df\u8981\u9805\u306e\u63d0\u51fa\u66f8\u985e\u306e\u6b04\u306b\u3001**\u30d1\u30b9\u30ef\u30fc\u30c9\u3092\u5916\u3057\u305fPDF\u3067\u51fa\u3059\u3053\u3068\u3001\u82f1\u8a9e\u4ee5\u5916\u306e\u66f8\u985e\u306b\u306f\u82f1\u8a33\u3092\u6dfb\u3048\u308b\u3053\u3068**\u3092\u66f8\u304d\u307e\u3059\u3002\u3042\u308f\u305b\u3066\u3001\u3069\u306e\u30ea\u30fc\u30b8\u30e7\u30f3\u3092\u4f7f\u3046\u304b\u3092\u5b66\u5185\u306e\u60c5\u5831\u306e\u62c5\u5f53\u3068\u6c7a\u3081\u307e\u3059\u3002\n\n**2\u9031\u76ee\uff1a20\u4eba\u5206\u3067\u8a66\u3059**\n\n\u904e\u53bb\u306e20\u4eba\u5206\u3092\u3001\u30b3\u30f3\u30bd\u30fc\u30eb\u3067\u8cea\u554f\u3064\u304d\u3067\u8aad\u307f\u53d6\u3089\u305b\u307e\u3059\u3002**\u6388\u4e0e\u65e5\u304c\u7a7a\u3067\u8fd4\u3063\u3066\u3044\u306a\u3044\u304b\u3092\u6700\u512a\u5148\u3067\u898b\u307e\u3059\u3002**\n\n**3\u9031\u76ee\uff1a\u7167\u5408\u306e\u6c7a\u307e\u308a\u30921\u3064\u306e\u8868\u306b\u3059\u308b**\n\n**\u4fee\u4e86\u5e74\u6708\u306e\u5dee\u3092\u3069\u3053\u304b\u3089\u300c\u8981\u78ba\u8a8d\u300d\u3068\u3059\u308b\u304b\u3001\u6c0f\u540d\u306e\u8a9e\u306e\u9806\u306e\u9055\u3044\u3092\u3069\u3046\u6271\u3046\u304b\u3001\u898b\u8fbc\u307f\u3067\u306e\u5fdc\u52df\u3092\u3069\u3046\u6271\u3046\u304b**\u3092\u3001\u4eba\u4e8b\u90e8\u3068\u516c\u52df\u3092\u51fa\u3059\u90e8\u5c40\u3067\u6c7a\u3081\u307e\u3059\u3002\u3053\u3053\u304c\u6c7a\u307e\u3089\u306a\u3044\u3046\u3061\u306b\u4ed5\u7d44\u307f\u3092\u7d44\u3080\u3068\u3001\u7167\u5408\u306f\u51fa\u308b\u306e\u306b\u8ab0\u3082\u4f7f\u3048\u306a\u3044\u72b6\u614b\u306b\u306a\u308a\u307e\u3059\u3002\n\n**4\u9031\u76ee\uff1a\u53d7\u4ed8\u30d5\u30a9\u30eb\u30c0\u304b\u3089\u8aad\u307f\u53d6\u308a\u307e\u3067\u3092\u3064\u306a\u3050**\n\n\u66f8\u304d\u51fa\u3057\u3092 S3 \u306b\u7f6e\u304d\u3001AWS Textract \u306e\u975e\u540c\u671f\u51e6\u7406\u3067\u8aad\u307f\u3001\u7d50\u679c\u3092\u4e00\u89a7\u306b\u66f8\u304d\u51fa\u3059\u3068\u3053\u308d\u307e\u3067\u4f5c\u308a\u307e\u3059\u3002**\u3053\u306e\u6642\u70b9\u3067\u306f\u7167\u5408\u3092\u305b\u305a\u3001`fields` \u3060\u3051\u3092\u898b\u307e\u3059\u3002**\n\n**2\u304b\u6708\u76ee\uff1a** \u30d5\u30a9\u30fc\u30e0\u306e\u5b66\u6b74\u3068\u306e\u7167\u5408\u3092\u8db3\u3057\u3001`verdict` \u3092\u51fa\u3057\u307e\u3059\u3002`review` \u306e\u4ef6\u6570\u3068\u7406\u7531\u3092\u6bce\u9031\u6570\u3048\u3001\u5225\u540d\u8868\u3068\u5bfe\u5fdc\u8868\u306b\u884c\u3092\u8db3\u3057\u3066\u3044\u304d\u307e\u3059\u3002**3\u304b\u6708\u76ee\u4ee5\u964d\uff1a** 1\u4eba30\u5206\u304c\u4f55\u5206\u306b\u306a\u3063\u305f\u304b\u3092\u5b9f\u6e2c\u3057\u307e\u3059\u3002**\u5927\u5b66\u3054\u3068\u30fb\u56fd\u3054\u3068\u306e `review` \u306e\u767a\u751f\u7387\u3092\u898b\u3066\u3001\u5fdc\u52df\u8981\u9805\u3068\u30d5\u30a9\u30fc\u30e0\u306e\u66f8\u304d\u65b9\u3092\u76f4\u3057\u305f\u6642\u70b9\u3067\u3001\u3053\u306e\u69cb\u6210\u306f\u5b8c\u6210\u3067\u3059\u3002**\n\n---","related_usecases":["UC-0507","UC-0667","UC-1131","UC-0951"],"related_articles":[{"id":7597,"slug":"ai-ocr-kami-data-ka","title":"AI-OCR\u3067\u7d19\u306e\u66f8\u985e\u3092\u30c7\u30fc\u30bf\u306b\u3059\u308b5\u6761\u4ef6\uff5c\u8aad\u307f\u53d6\u308a\u7cbe\u5ea6\u306e\u6c7a\u307e\u308a\u65b9"},{"id":4556,"slug":"saiyo-koho-marketing","title":"\u63a1\u7528\u5e83\u5831\u306f\u30de\u30fc\u30b1\u306e\u4ed5\u4e8b\u306a\u306e\u304b\uff5c\u767a\u4fe1\u306e\u8cc7\u7523\u3092\u5171\u6709\u3059\u308b"},{"id":4088,"slug":"junni-keisoku-hendo-ai","title":"\u691c\u7d22\u9806\u4f4d\u306f\u6bce\u65e5\u30c1\u30a7\u30c3\u30af\u3059\u3079\u304d\uff1f\uff5c\u5909\u52d5\u306e\u898b\u65b9\u3068\u76f4\u3057\u65b9"}],"sources":"| \u78ba\u8a8d\u3057\u305f\u5185\u5bb9 | \u60c5\u5831\u6e90 | \u78ba\u8a8d\u65e5 |\n|:--|:--|:--|\n| \u5bfe\u5fdc\u3059\u308b\u5f62\u5f0f\u304c JPEG\u30fbPNG\u30fbPDF\u30fbTIFF \u3067 XFA \u5f62\u5f0f\u306e PDF \u306f\u4e0d\u53ef\u306a\u3053\u3068\u3002\u540c\u671f\u306e\u51e6\u7406\u306f10MB\u30fbPDF\u3068TIFF\u306f1\u30da\u30fc\u30b8\u307e\u3067\u3001\u975e\u540c\u671f\u306f JPEG \u3068 PNG \u304c10MB\u3001PDF \u3068 TIFF \u304c500MB\u30fb3,000\u30da\u30fc\u30b8\u307e\u3067\u3067\u3042\u308b\u3053\u3068\u3002PDF\u306f\u30d1\u30b9\u30ef\u30fc\u30c9\u4fdd\u8b77\u4e0d\u53ef\u3002\u753b\u50cf\u306f\u5404\u8fba10,000\u30d4\u30af\u30bb\u30eb\u4ee5\u4e0b\u3002\u8cea\u554f\u306f1\u30da\u30fc\u30b8\u3042\u305f\u308a\u540c\u671f15\u554f\u30fb\u975e\u540c\u671f30\u554f\u307e\u3067\u3002\u6587\u5b57\u306e\u691c\u51fa\u304c\u82f1\u30fb\u4ecf\u30fb\u72ec\u30fb\u4f0a\u30fb\u8461\u30fb\u897f\u3067\u3001\u8cea\u554f\u306f\u82f1\u8a9e\u306e\u6587\u66f8\u306e\u307f\u3001\u624b\u66f8\u304d\u306f\u82f1\u8a9e\u306e\u307f\u3002\u6587\u5b57\u306e\u9ad8\u3055\u306e\u4e0b\u9650\u304c15\u30d4\u30af\u30bb\u30eb\uff08150 DPI\u30678\u30dd\u30a4\u30f3\u30c8\u76f8\u5f53\uff09 | [AWS: Set Quotas in Amazon Textract](https:\/\/docs.aws.amazon.com\/textract\/latest\/dg\/limits-document.html) | 2026-10-15 |\n| \u8cea\u554f\u306e\u7b54\u3048\u304c `QUERY` \u3068 `QUERY_RESULT` \u306e\u30d6\u30ed\u30c3\u30af\u3067\u8fd4\u308a\u3001\u5225\u540d\u30fb\u4fe1\u983c\u5ea6\u30fb\u4f4d\u7f6e\u30fb\u7b54\u3048\u306e\u6587\u5b57\u5217\u3092\u6301\u3061\u3001\u7b54\u3048\u304c\u7121\u3051\u308c\u3070\u7a7a\u306b\u306a\u308b\u3053\u3068 | [AWS: Queries](https:\/\/docs.aws.amazon.com\/textract\/latest\/dg\/queryresponse.html) | 2026-10-15 |\n| \u8cea\u554f\u306e\u6587\u3068\u5225\u540d\u304c200\u5b57\u307e\u3067\u3067\u4f7f\u3048\u308b\u6587\u5b57\u304c\u6c7a\u307e\u3063\u3066\u3044\u308b\u3053\u3068\u3002\u5bfe\u8c61\u306e\u30da\u30fc\u30b8\u3092\u6307\u5b9a\u3057\u306a\u3044\u3068\u65e2\u5b9a\u3067 `[\"1\"]` \u306b\u306a\u308a\u3001`*` \u3067\u5168\u30da\u30fc\u30b8\u3092\u6307\u5b9a\u3067\u304d\u308b\u3053\u3068 | [AWS: Query\uff08API Reference\uff09](https:\/\/docs.aws.amazon.com\/textract\/latest\/APIReference\/API_Query.html) | 2026-10-15 |\n| \u975e\u540c\u671f\u306e\u51e6\u7406\u304c `StartDocumentAnalysis` \u3067\u59cb\u307e\u308a\u3001\u5b8c\u4e86\u304c SNS \u306b\u901a\u77e5\u3055\u308c\u3001`GetDocumentAnalysis` \u3067\u7d50\u679c\u3092\u53d6\u308b\u3053\u3068\u3002`ClientRequestToken` \u3067\u540c\u3058 `JobId` \u304c\u8fd4\u308b\u3053\u3068\u3002\u7d50\u679c\u306f\u65e2\u5b9a\u30677\u65e5\u9593\u3001AWS Textract \u306e\u5074\u306b\u6697\u53f7\u5316\u3057\u3066\u4fdd\u7ba1\u3055\u308c\u3001`OutputConfig` \u3067\u81ea\u793e\u306e S3 \u306b\u51fa\u305b\u3001\u81ea\u793e\u306e\u9375\u3067\u6697\u53f7\u5316\u3067\u304d\u308b\u3053\u3068 | [AWS: Calling Amazon Textract Asynchronous Operations](https:\/\/docs.aws.amazon.com\/textract\/latest\/dg\/api-async.html) | 2026-10-15 |\n| AWS Textract \u306e\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306e\u4e00\u89a7\u306b\u6771\u4eac\u306e\u30ea\u30fc\u30b8\u30e7\u30f3\u304c\u7121\u304f\u3001\u30a2\u30b8\u30a2\u592a\u5e73\u6d0b\u306f\u30e0\u30f3\u30d0\u30a4\u30fb\u30bd\u30a6\u30eb\u30fb\u30b7\u30f3\u30ac\u30dd\u30fc\u30eb\u30fb\u30b7\u30c9\u30cb\u30fc\u3067\u3042\u308b\u3053\u3068 | [AWS: Amazon Textract endpoints and quotas](https:\/\/docs.aws.amazon.com\/general\/latest\/gr\/textract.html) | 2026-10-15 |\n| NIC-Japan \u304c\u65e5\u672c\u3068\u95a2\u4fc2\u56fd\u306e\u9ad8\u7b49\u6559\u80b2\u5236\u5ea6\u30fb\u8cc7\u683c\u306e\u60c5\u5831\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3002\u8cc7\u683c\u306e\u627f\u8a8d\u306e\u5224\u65ad\u306f\u6a29\u9650\u306e\u3042\u308b\u6a5f\u95a2\u304c\u884c\u3044\u3001\u500b\u3005\u306e\u5165\u5b66\u8cc7\u683c\u306e\u5be9\u67fb\u3084\u5358\u4f4d\u306e\u8a8d\u5b9a\u306f\u5404\u9ad8\u7b49\u6559\u80b2\u6a5f\u95a2\u304c\u884c\u3046\u3053\u3068 | [NIC-Japan: NIC in Recognition](https:\/\/www.nicjp.niad.ac.jp\/en\/qa\/jp_nic\/recognition_by_nic.html) | 2026-10-15 |\n| \u5916\u56fd\u306b\u3042\u308b\u4e8b\u696d\u8005\u306e\u30af\u30e9\u30a6\u30c9\u306b\u500b\u4eba\u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u3059\u308b\u5834\u5408\u3001\u5f53\u8a72\u5916\u56fd\u306e\u5236\u5ea6\u7b49\u3092\u628a\u63e1\u3057\u305f\u3046\u3048\u3067\u5b89\u5168\u7ba1\u7406\u63aa\u7f6e\u3092\u8b1b\u3058\u308b\u5fc5\u8981\u304c\u3042\u308a\u3001\u4e8b\u696d\u8005\u304c\u6240\u5728\u3059\u308b\u5916\u56fd\u3068\u30b5\u30fc\u30d0\u304c\u6240\u5728\u3059\u308b\u5916\u56fd\u306e\u540d\u79f0\u3092\u660e\u3089\u304b\u306b\u3059\u308b\u3053\u3068\uff08Q10-25\uff09 | [\u500b\u4eba\u60c5\u5831\u4fdd\u8b77\u59d4\u54e1\u4f1a: FAQ Q10-25](https:\/\/www.ppc.go.jp\/all_faq_index\/faq1-q10-25) | 2026-10-15 |\n\n**\u66f8\u985e\u306e\u771f\u507d\u3001\u5916\u56fd\u306e\u5b66\u4f4d\u306e\u5f53\u3066\u306f\u3081\u3001\u5fdc\u52df\u8cc7\u683c\u3068\u9078\u8003\u306e\u5224\u65ad\u306f\u3001\u63a1\u7528\u3059\u308b\u5074\u3068\u9078\u8003\u59d4\u54e1\u4f1a\u3067\u6c7a\u3081\u3066\u304f\u3060\u3055\u3044\u3002** \u672c\u8a18\u4e8b\u306f\u4e0a\u8a18\u306e\u516c\u958b\u60c5\u5831\u3067\u78ba\u8a8d\u3067\u304d\u305f\u7bc4\u56f2\u3060\u3051\u3092\u6271\u3063\u3066\u3044\u307e\u3059\u3002\n\n**\u5b9f\u88c5\u30b9\u30c6\u30fc\u30bf\u30b9\uff1a\u69cb\u6210\u4f8b\u3002** 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