{"id":5407,"date":"2016-10-27T14:00:08","date_gmt":"2016-10-27T05:00:08","guid":{"rendered":"http:\/\/sitest.jp\/blog\/?p=5407"},"modified":"2016-12-06T20:05:42","modified_gmt":"2016-12-06T11:05:42","slug":"google-cloud-natural-language-api%e3%81%a7%e8%87%aa%e7%84%b6%e8%a8%80%e8%aa%9e%e8%a7%a3%e6%9e%90%e5%85%a5%e9%96%80","status":"publish","type":"post","link":"https:\/\/sitest.jp\/blog\/?p=5407","title":{"rendered":"Google Cloud Natural Language API\u3067\u81ea\u7136\u8a00\u8a9e\u89e3\u6790\u5165\u9580"},"content":{"rendered":"

\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3068\u3044\u3046\u306e\u3092\u3054\u5b58\u77e5\u3067\u3057\u3087\u3046\u304b\u3002
\nMachine Learning \u7b49\u3092\u4f7f\u7528\u3057\u3066\u3001\u666e\u6bb5\u6211\u3005\u304c\u4f7f\u7528\u3057\u3066\u3044\u308b\u8a00\u8449\u3092\u89e3\u6790\u30fb\u5206\u6790\u3057\u307e\u3059\u3002\u306a\u3093\u3060\u304b\u96e3\u3057\u305d\u3046\u3067\u3059\u3088\u306d\u3002\u6642\u9593\u3082\u304b\u304b\u308a\u305d\u3046\u3067\u3059\u3002
\n\u4eca\u56de\u306f\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u304c\u7c21\u5358\u306b\u3067\u304d\u3066\u3057\u307e\u3046\u3068\u3044\u3046Google\u304c\u516c\u958b\u3057\u3066\u3044\u308b\u81ea\u7136\u8a00\u8a9e\u51e6\u7406API\u3092\u4f7f\u3063\u3066\u307f\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002
\n<\/p>\n

\n

\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3068\u306f\uff1f<\/h3>\n<\/div>\n

\n\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\uff08\u3057\u305c\u3093\u3052\u3093\u3054\u3057\u3087\u308a\u3001\u82f1\u8a9e: natural language processing\u3001\u7565\u79f0\uff1aNLP\uff09\u306f\u3001\u4eba\u9593\u304c\u65e5\u5e38\u7684\u306b\u4f7f\u3063\u3066\u3044\u308b\u81ea\u7136\u8a00\u8a9e\u3092\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306b\u51e6\u7406\u3055\u305b\u308b\u4e00\u9023\u306e\u6280\u8853\u3067\u3042\u308a\u3001\u4eba\u5de5\u77e5\u80fd\u3068\u8a00\u8a9e\u5b66\u306e\u4e00\u5206\u91ce\u3067\u3042\u308b\u3002\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u5185\u306e\u60c5\u5831\u3092\u81ea\u7136\u8a00\u8a9e\u306b\u5909\u63db\u3057\u305f\u308a\u3001\u81ea\u7136\u8a00\u8a9e\u306e\u6587\u7ae0\u3092\u3088\u308a\u5f62\u5f0f\u7684\u306a\uff08\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u304c\u7406\u89e3\u3057\u3084\u3059\u3044\uff09\u8868\u73fe\u306b\u5909\u63db\u3059\u308b\u3068\u3044\u3063\u305f\u51e6\u7406\u304c\u542b\u307e\u308c\u308b\u3002\u5fdc\u7528\u4f8b\u3068\u3057\u3066\u306f\u4e88\u6e2c\u5909\u63db\u3001IME\u306a\u3069\u306e\u6587\u5b57\u5909\u63db\u304c\u6319\u3052\u3089\u308c\u308b\u3002<\/p><\/blockquote>\n

(Wikipedia:\u81ea\u7136\u8a00\u8a9e\u51e6\u7406<\/a>)<\/p>\n

\u65e5\u5e38\u7684\u306b\u4f7f\u3063\u3066\u3044\u308b\u8a00\u8449\u304b\u3089\u5358\u8a9e\u3092\u62bd\u51fa\u3057\u305f\u308a\u3001\u8981\u7d04\u3084\u5fdc\u7b54\u307e\u3067\u3059\u308b\u3053\u3068\u3092\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3068\u547c\u3076\u3088\u3046\u3067\u3059\u3002<\/p>\n

\n

Google Cloud Natural Language API\u3068\u306f\uff1f<\/h3>\n<\/div>\n

Google Cloud Natural Language API \u306f\u3001\u4f7f\u3044\u3084\u3059\u3044 REST API \u306b\u3088\u308b\u5f37\u529b\u306a\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3067\u3001\u30c6\u30ad\u30b9\u30c8\u306e\u69cb\u9020\u3068\u610f\u5473\u3092\u660e\u3089\u304b\u306b\u3057\u307e\u3059\u3002Natural Language API \u306b\u3088\u3063\u3066\u3001\u4f8b\u3048\u3070\u30cb\u30e5\u30fc\u30b9\u8a18\u4e8b\u3084\u30d6\u30ed\u30b0\u8a18\u4e8b\u3067\u8a00\u53ca\u3055\u308c\u3066\u3044\u308b\u4eba\u3001\u5834\u6240\u3001\u30a4\u30d9\u30f3\u30c8\u306a\u3069\u306e\u60c5\u5831\u3092\u62bd\u51fa\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001\u4f8b\u3048\u3070\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u306a\u3069\u3067\u81ea\u793e\u30b5\u30fc\u30d3\u30b9\u306b\u3064\u3044\u3066\u66f8\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u306e\u611f\u60c5\uff08\u4f8b : \u201c\u80af\u5b9a\u7684\u201d\u3001\u201c\u5426\u5b9a\u7684\u201d\uff09\u3092\u7406\u89e3\u3057\u305f\u308a\u3001\u30b3\u30fc\u30eb\u30bb\u30f3\u30bf\u30fc\u3084\u30e1\u30c3\u30bb\u30fc\u30b8\u30f3\u30b0 \u30a2\u30d7\u30ea\u3067\u4f7f\u3048\u3070\u3001\u8da3\u65e8\u3092\u89e3\u6790\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p><\/blockquote>\n

(Cloud Natural Language API<\/a>)<\/p>\n

\u30c6\u30ad\u30b9\u30c8\u304b\u3089\u4eba\u3001\u5834\u6240\u3001\u30a4\u30d9\u30f3\u30c8\u7b49\u306e\u60c5\u5831\u3092\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306b\u3088\u3063\u3066\u62bd\u51fa\u3057\u3066\u304f\u308c\u308b\u3088\u3046\u3067\u3059\u306d\u3002
\n\u3055\u3089\u306b\u611f\u60c5\u307e\u3067\u7406\u89e3\u3057\u3066\u304f\u308c\u308b\u3068\u306f\uff01\u304a\u3082\u3057\u308d\u305d\u3046\u3067\u3059\uff01
\n\u3053\u308c\u3089\u306fGoogle\u306e\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u304c\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

\n

\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3092\u3084\u3063\u3066\u307f\u3088\u3046<\/h3>\n<\/div>\n

\u4eca\u56de\u306f\u4ee5\u524d\u79c1\u304c\u66f8\u3044\u305f\u3053\u3061\u3089\u306e\u8a18\u4e8b<\/a>\u306e\u4e00\u90e8\u3092\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3057\u3066\u307f\u307e\u3059\u3002
\nGoogle Cloud Platform\u306e\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8<\/a>\u3092\u53c2\u8003\u306b\u9032\u3081\u307e\u3057\u3087\u3046\u3002<\/p>\n

Google Cloud Platform<\/a> \u306b\u30ed\u30b0\u30a4\u30f3\u3057\u3001Cloud Natural Language API\u3092\u6709\u52b9\u5316\u3057\u307e\u3059\u3002<\/p>\n

API\u30ad\u30fc\u3092\u53d6\u5f97\u3057\u3001API\u306b\u30a2\u30af\u30bb\u30b9\u51fa\u6765\u308b\u72b6\u614b\u306b\u3057\u307e\u3059\u3002
\n\u3000\u203bAPI\u30ad\u30fc\u306bIP\u5236\u9650\u7b49\u3092\u4ed8\u4e0e\u3059\u308b\u307b\u3046\u304c\u5b89\u5168\u3067\u3059\u3002<\/p>\n

\u4eca\u56de\u306fPostman\u7b49\u306eREST\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3092\u4f7f\u3063\u3066\u51e6\u7406\u7d50\u679c\u3092\u5f97\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002
\nPostman\u306eBody\u306b\u306fJSON\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002<\/p>\n

{\n    \"document\":{\n        \"type\":\"PLAIN_TEXT\",\n        \"language\":\"ja\",\n        \"content\":\"\u8b0e\u306e\u30b7\u30f3\u30ac\u30fc\u30fb\u30bd\u30f3\u30b0\u30e9\u30a4\u30bf\u30fc\u300c\u30d4\u30b3\u592a\u90ce\u300d\u304c\u6b4c\u3046\u300c\u30da\u30f3\u30d1\u30a4\u30ca\u30c3\u30dd\u30fc\u30a2\u30c3\u30dd\u30fc\u30da\u30f3\u300d\u3067\u3059\u3002YouTube\u3067\u306e\u518d\u751f\u56de\u6570\u306f 1,000\u4e07\u56de\u4ee5\u4e0a\uff01\u3000\u6d41\u884c\u306b\u654f\u611f\u306a\u4e2d\u9ad8\u751f\u306e\u307f\u306a\u3089\u305a\u3001\u3042\u306e\u30b8\u30e3\u30b9\u30c6\u30a3\u30f3\u30fb\u30d3\u30fc\u30d0\u30fc\u3082Twitter\u3067\u7d39\u4ecb\u3059\u308b\u307b\u3069\u306e\u4eba\u6c17\u3067\u3001PPAP\u3092\u771f\u4f3c\u3057\u3066\u8e0a\u3063\u3066\u3044\u308b\u52d5\u753b\u304c\u6b21\u3005\u306b\u6295\u7a3f\u3055\u308c\u3066\u3044\u307e\u3059\u3002\"\n    },\n    \"encodingType\":\"UTF8\"\n}\n<\/code><\/pre>\n
\u4e0a\u8a18\u306e\u3088\u3046\u306b\u306aJSON\u3092Body\u306b\u8a18\u5165\u3057\u307e\u3059\u3002<\/p>\n
\u30fbdocument.type : \u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u30bf\u30a4\u30d7
\n\u30fbdocument.language : \u6307\u5b9a\u8a00\u8a9e
\n\u30fbdocument.content : \u89e3\u6790\u5bfe\u8c61\u306e\u6587\u7ae0(\u6539\u884c\u306f\u5165\u308c\u306a\u3044\u307b\u3046\u304c\u3044\u3044\u3088\u3046\u3067\u3059)
\n\u30fbencodingType : document.content\u306e\u6587\u5b57\u30b3\u30fc\u30c9<\/p>\n
\u305d\u308c\u3092\u4ee5\u4e0b\u306eURL\u306bPOST\u3057\u307e\u3059\u3002<\/p>\n
https:\/\/language.googleapis.com\/v1beta1\/documents:analyzeEntities?key={\u767a\u884c\u3057\u305fAPI\u30ad\u30fc}\n<\/code><\/pre>\n
\u2193\u30ec\u30b9\u30dd\u30f3\u30b9\u2193<\/p>\n
{\n  \"entities\": [\n    {\n      \"name\": \"\u30d4\u30b3\u592a\u90ce\",\n      \"type\": \"PERSON\",\n      \"metadata\": {},\n      \"salience\": 0,\n      \"mentions\": [\n        {\n          \"text\": {\n            \"content\": \"\u30d4\u30b3\u592a\u90ce\",\n            \"beginOffset\": 45\n          }\n        }\n      ]\n    },\n    {\n      \"name\": \"\u30da\u30f3\u30d1\u30a4\u30ca\u30c3\u30dd\u30fc\u30a2\u30c3\u30dd\u30fc\u30da\u30f3\",\n      \"type\": \"CONSUMER_GOOD\",\n      \"metadata\": {},\n      \"salience\": 0,\n      \"mentions\": [\n        {\n          \"text\": {\n            \"content\": \"\u30da\u30f3\u30d1\u30a4\u30ca\u30c3\u30dd\u30fc\u30a2\u30c3\u30dd\u30fc\u30da\u30f3\",\n            \"beginOffset\": 72\n          }\n        }\n      ]\n    },\n    {\n      \"name\": \"YouTube\",\n      \"type\": \"OTHER\",\n      \"metadata\": {\n        \"wikipedia_url\": \"http:\/\/ja.wikipedia.org\/wiki\/YouTube\"\n      },\n      \"salience\": 0,\n      \"mentions\": [\n        {\n          \"text\": {\n            \"content\": \"YouTube\",\n            \"beginOffset\": 126\n          }\n        }\n      ]\n    },\n    {\n      \"name\": \"\u30b8\u30e3\u30b9\u30c6\u30a3\u30f3\",\n      \"type\": \"PERSON\",\n      \"metadata\": {\n        \"wikipedia_url\": \"http:\/\/ja.wikipedia.org\/wiki\/%E3%82%B8%E3%83%A3%E3%82%B9%E3%83%86%E3%82%A3%E3%83%B3%E3%83%BB%E3%82%A2%E3%83%83%E3%83%97%E3%83%88%E3%83%B3\"\n      },\n      \"salience\": 0,\n      \"mentions\": [\n        {\n          \"text\": {\n            \"content\": \"\u30b8\u30e3\u30b9\u30c6\u30a3\u30f3\",\n            \"beginOffset\": 229\n          }\n        }\n      ]\n    },\n    {\n      \"name\": \"\u30d3\u30fc\u30d0\u30fc\",\n      \"type\": \"LOCATION\",\n      \"metadata\": {\n        \"wikipedia_url\": \"http:\/\/ja.wikipedia.org\/wiki\/%E3%83%93%E3%83%BC%E3%83%90%E3%83%BC\"\n      },\n      \"salience\": 0,\n      \"mentions\": [\n        {\n          \"text\": {\n            \"content\": \"\u30d3\u30fc\u30d0\u30fc\",\n            \"beginOffset\": 250\n          }\n        }\n      ]\n    },\n    {\n      \"name\": \"Twitter\",\n      \"type\": \"OTHER\",\n      \"metadata\": {\n        \"wikipedia_url\": \"http:\/\/ja.wikipedia.org\/wiki\/Twitter\"\n      },\n      \"salience\": 0,\n      \"mentions\": [\n        {\n          \"text\": {\n            \"content\": \"Twitter\",\n            \"beginOffset\": 265\n          }\n        }\n      ]\n    },\n    {\n      \"name\": \"PPAP\",\n      \"type\": \"OTHER\",\n      \"metadata\": {},\n      \"salience\": 0,\n      \"mentions\": [\n        {\n          \"text\": {\n            \"content\": \"PPAP\",\n            \"beginOffset\": 308\n          }\n        }\n      ]\n    }\n  ],\n  \"language\": \"ja\"\n}\n<\/code><\/pre>\n
\u30ec\u30b9\u30dd\u30f3\u30b9\u304c\u8fd4\u3063\u3066\u304d\u307e\u3057\u305f\uff01
\n\u30ec\u30b9\u30dd\u30f3\u30b9\u3082JSON\u3067\u8fd4\u3063\u3066\u304a\u308a\u3001name\u30d7\u30ed\u30d1\u30c6\u30a3\u304c\u305d\u308c\u305e\u308c\u81ea\u7136\u8a00\u8a9e\u3068\u3057\u3066\u8a8d\u8b58\u3055\u308c\u305f\u3082\u306e\u306b\u306a\u308a\u307e\u3059\u3002\u305d\u308c\u305e\u308c\u306bType\u304c\u3064\u3044\u3066\u304a\u308a\u3001PERSON\u3084CONSUMER_GOOD\u3001OTHER\u7b49\u306e\u8a00\u8449\u306e\u54c1\u8a5e\u304c\u3064\u3044\u3066\u3044\u307e\u3059\u3002
\n\u3055\u3089\u306b\u4e00\u90e8\u306e\u30c7\u30fc\u30bf\u306b\u306fWikipedia\u306e\u30ea\u30f3\u30af\u307e\u3067\u4ed8\u3044\u3066\u3044\u307e\u3059\u306d\uff01\u3059\u3054\u3044\u3067\u3059\u3002
\n\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u304c\u7c21\u5358\u306b\u3067\u304d\u3066\u3057\u307e\u3044\u307e\u3057\u305f\uff01<\/p>\n
\n
\u307e\u3068\u3081<\/h3>\n<\/div>\n
\u3000\u4eca\u56de\u306e\u7d50\u679c\u3067\u300c\u30b8\u30e3\u30b9\u30c6\u30a3\u30f3\u30fb\u30d3\u30fc\u30d0\u30fc\u300d\u304c\u30b8\u30e3\u30b9\u30c6\u30a3\u30f3\u3068\u30d3\u30fc\u30d0\u30fc\u306b\u5206\u304b\u308c\u3066\u3057\u307e\u3044\u3001\u305d\u308c\u305e\u308c\u5225\u306eWikipedia\u30ea\u30f3\u30af\u304c\u3064\u3044\u3066\u3057\u307e\u3063\u305f\u306e\u306f\u6b8b\u5ff5\u3067\u3057\u305f\u3002\u307e\u3060BETA\u7248\u3068\u306e\u3053\u3068\u306a\u306e\u3067\u3001\u4eca\u5f8c\u306b\u671f\u5f85\u3067\u3059\uff01
\n\u3000\u516c\u5f0f\u30b5\u30a4\u30c8\u306b\u3082\u3042\u308a\u307e\u3059\u304cGoogle Cloud Speech API \u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u97f3\u58f0\u30c7\u30fc\u30bf\u3092\u8a00\u8a9e\u51e6\u7406\u3057\u305f\u308a\u3001Vision API OCR \u3068\u7d44\u307f\u5408\u308f\u305b\u3066\u30b9\u30ad\u30e3\u30f3\u3057\u305f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u5206\u6790\u3059\u308b\u306e\u306b\u4f7f\u3048\u308b\u305d\u3046\u3067\u3059\u3002\u5922\u304c\u81a8\u3089\u307f\u307e\u3059\uff01
\n\u3000\u307f\u306a\u3055\u3093\u3082\u6c17\u8efd\u306b\u81ea\u7136\u8a00\u8a9e\u89e3\u6790\u306b\u6311\u6226\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"
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