{"id":4235,"date":"2025-09-20T14:08:09","date_gmt":"2025-09-20T05:08:09","guid":{"rendered":"https:\/\/dennie.tokyo\/it\/?p=4235"},"modified":"2025-10-08T22:14:42","modified_gmt":"2025-10-08T13:14:42","slug":"%e3%80%90amazon-comprehend%e3%80%91%e3%82%ab%e3%82%b9%e3%82%bf%e3%83%a0%e5%88%86%e9%a1%9e%e3%83%a2%e3%83%87%e3%83%ab%e3%81%ae%e4%bd%9c%e6%88%90","status":"publish","type":"post","link":"https:\/\/dennie.tokyo\/it\/?p=4235","title":{"rendered":"\u3010Amazon Comprehend\u3011\u30ab\u30b9\u30bf\u30e0\u5206\u985e\u30e2\u30c7\u30eb\u306e\u4f5c\u6210"},"content":{"rendered":"\n<p>\u30ab\u30b9\u30bf\u30e0\u5206\u985e\u30e2\u30c7\u30eb\u306e\u4f5c\u6210\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<!--more-->\n\n\n\n<p>AWS\u30b3\u30f3\u30bd\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u305f\u8aac\u660e\u306b\u306a\u308a\u307e\u3059\u3002\u30dd\u30a4\u30f3\u30c8\u306b\u306a\u308a\u305d\u3046\u306a\u5165\u529b\u9805\u76ee\u306e\u307f\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h1 class=\"wp-block-heading\">Model settings<\/h1>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"804\" height=\"426\" src=\"https:\/\/dennie.tokyo\/it\/wp-content\/uploads\/2025\/09\/ModelSettings.png\" alt=\"\" class=\"wp-image-4237\" srcset=\"https:\/\/dennie.tokyo\/it\/wp-content\/uploads\/2025\/09\/ModelSettings.png 804w, https:\/\/dennie.tokyo\/it\/wp-content\/uploads\/2025\/09\/ModelSettings-300x159.png 300w, https:\/\/dennie.tokyo\/it\/wp-content\/uploads\/2025\/09\/ModelSettings-768x407.png 768w\" sizes=\"auto, (max-width: 804px) 100vw, 804px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Model name<\/h2>\n\n\n\n<p>\u4efb\u610f\u306e\u30e2\u30c7\u30eb\u540d\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Language<\/h2>\n\n\n\n<p>Japanese\u304c\u306a\u3044\u306e\u3067English\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Classifier encryption<\/h2>\n\n\n\n<p>(\u8a73\u3057\u304f\u306a\u3044\u306e\u3067\u3056\u3063\u304f\u308a\u8aac\u660e\u306b\u306a\u308a\u307e\u3059\u3002)<br>\u5206\u985e\u30e2\u30c7\u30eb\u304c\u4fdd\u6301\u3059\u308b\u30c7\u30fc\u30bf\u3092\u6697\u53f7\u5316\u51fa\u6765\u308b\u3088\u3046\u3067\u3059\u3002<br>\u6697\u53f7\u5316\u306b\u306fKMS\u304c\u4f7f\u7528\u3067\u304d\u3001KMS\u306f\u81ea\u8eab\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u3082\u3057\u304f\u306f\u81ea\u8eab\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u4ee5\u5916\u306e\u3082\u306e\u3092\u6307\u5b9a\u51fa\u6765\u308b\u3088\u3046\u3067\u3059\u3002<\/p>\n\n\n\n<h1 class=\"wp-block-heading\">Data specifications &#8211; Annotation and data format<\/h1>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"615\" src=\"https:\/\/dennie.tokyo\/it\/wp-content\/uploads\/2025\/09\/DataSpecifications.png\" alt=\"\" class=\"wp-image-4240\" srcset=\"https:\/\/dennie.tokyo\/it\/wp-content\/uploads\/2025\/09\/DataSpecifications.png 800w, https:\/\/dennie.tokyo\/it\/wp-content\/uploads\/2025\/09\/DataSpecifications-300x231.png 300w, https:\/\/dennie.tokyo\/it\/wp-content\/uploads\/2025\/09\/DataSpecifications-768x590.png 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Data format<\/h2>\n\n\n\n<p>\u4f7f\u7528\u3059\u308b\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u306e\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u306b\u306f\u4ee5\u4e0b\u3092\u9078\u629e\u51fa\u6765\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>CSV<\/li><li>Augmented manifest<\/li><\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">CSV<\/h3>\n\n\n\n<p>CSV\u30d5\u30a1\u30a4\u30eb\u5f62\u5f0f\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3059\u308b\u5834\u5408\u300cCSV\u300d\u3092\u9078\u629e\u3057\u307e\u3059\u3002<br>CSV\u30d5\u30a1\u30a4\u30eb\u5f62\u5f0f\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u3092\u4f5c\u6210\u3059\u308b\u65b9\u6cd5\u306f\u4ee5\u4e0b\u3092\u53c2\u8003\u306b\u3057\u3066\u4e0b\u3055\u3044\u3002<\/p>\n\n\n\n<div class=\"title_box\"><span class=\"box-title\">\u30ab\u30b9\u30bf\u30e0\u5206\u985e\u30e2\u30c7\u30eb\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf<\/span>\n<p><a href=\"https:\/\/dennie.tokyo\/it\/?p=4206\" rel=\"noopener\" target=\"_blank\">\u3010Amazon Comprehend\u3011\u30ab\u30b9\u30bf\u30e0\u5206\u985e\u30e2\u30c7\u30eb\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf<\/a><\/p>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\">Augmented manifest<\/h3>\n\n\n\n<p>\u62e1\u5f35\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u30d5\u30a1\u30a4\u30eb\u5f62\u5f0f\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3059\u308b\u5834\u5408\u300cAugmented manifest\u300d\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Classifier mode<\/h2>\n\n\n\n<p>\u4f7f\u7528\u3059\u308b\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u306e\u30e2\u30fc\u30c9\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Using Single-label mode(\u30b7\u30f3\u30b0\u30eb\u30e9\u30d9\u30eb\u30e2\u30fc\u30c9)<\/li><li>Using Multi-label mode(\u30de\u30eb\u30c1\u30e9\u30d9\u30eb\u30e2\u30fc\u30c9)<\/li><\/ul>\n\n\n\n<h1 class=\"wp-block-heading\">Data specifications &#8211; DATA<\/h1>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"798\" height=\"445\" src=\"https:\/\/dennie.tokyo\/it\/wp-content\/uploads\/2025\/09\/data.png\" alt=\"\" class=\"wp-image-4244\" srcset=\"https:\/\/dennie.tokyo\/it\/wp-content\/uploads\/2025\/09\/data.png 798w, https:\/\/dennie.tokyo\/it\/wp-content\/uploads\/2025\/09\/data-300x167.png 300w, https:\/\/dennie.tokyo\/it\/wp-content\/uploads\/2025\/09\/data-768x428.png 768w\" sizes=\"auto, (max-width: 798px) 100vw, 798px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Training dataset<\/h2>\n\n\n\n<p>\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u306bCSV\u30d5\u30a1\u30a4\u30eb\u5f62\u5f0f\u3092\u4f7f\u7528\u3059\u308b\u5834\u5408\u306b\u6307\u5b9a\u3057\u307e\u3059\u3002\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u306f\u4e88\u3081S3\u30d0\u30c3\u30b1\u30c3\u30c8\u306b\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u3066\u304a\u304d\u3001\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u305f\u30d1\u30b9\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Test dataset<\/h2>\n\n\n\n<p>\u30c6\u30b9\u30c8\u30c7\u30fc\u30bf\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002\u8a73\u7d30\u306b\u3064\u3044\u3066\u306f\u4ee5\u4e0b\u3092\u53c2\u8003\u306b\u3057\u3066\u4e0b\u3055\u3044\u3002<br>\u3053\u3060\u308f\u308a\u304c\u306a\u3051\u308c\u3070\u300cAutosplit\u300d\u3067\u826f\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<div class=\"title_box\"><span class=\"box-title\">\u30c6\u30b9\u30c8\u30c7\u30fc\u30bf<\/span>\n<p><a href=\"https:\/\/dennie.tokyo\/it\/?p=4223\" rel=\"noopener\" target=\"_blank\">\u3010Amazon Comprehend\u3011\u8abf\u6559\u30c7\u30fc\u30bf\u306e\u30c6\u30b9\u30c8<\/a><\/p>\n<\/div>\n\n\n\n<h1 class=\"wp-block-heading\">Output data<\/h1>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"804\" height=\"222\" src=\"https:\/\/dennie.tokyo\/it\/wp-content\/uploads\/2025\/09\/OutputData.png\" alt=\"\" class=\"wp-image-4248\" srcset=\"https:\/\/dennie.tokyo\/it\/wp-content\/uploads\/2025\/09\/OutputData.png 804w, https:\/\/dennie.tokyo\/it\/wp-content\/uploads\/2025\/09\/OutputData-300x83.png 300w, https:\/\/dennie.tokyo\/it\/wp-content\/uploads\/2025\/09\/OutputData-768x212.png 768w\" sizes=\"auto, (max-width: 804px) 100vw, 804px\" \/><\/figure>\n\n\n\n<p>\u30ab\u30b9\u30bf\u30e0\u5206\u985e\u30e2\u30c7\u30eb\u304c\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u89e3\u6790\u3057\u305f\u7d50\u679c\u3092\u30d5\u30a1\u30a4\u30eb\u3067\u51fa\u529b\u3059\u308b\u969b\u306e\u51fa\u529b\u5148S3\u30d0\u30b1\u30c3\u30c8\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002<br>\u89e3\u6790\u7d50\u679c\u3092\u30d5\u30a1\u30a4\u30eb\u3078\u51fa\u529b\u3059\u308b\u5834\u5408\u3001\u6307\u5b9a\u3057\u307e\u3059\u3002<br>API\u3092\u4f7f\u7528\u3057\u305f\u308a\u7d50\u679c\u3092\u30d5\u30a1\u30a4\u30eb\u306b\u51fa\u529b\u3059\u308b\u5fc5\u8981\u304c\u306a\u3044\u5834\u5408\u306f\u6307\u5b9a\u3059\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<h1 class=\"wp-block-heading\">IAM role<\/h1>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"803\" height=\"269\" src=\"https:\/\/dennie.tokyo\/it\/wp-content\/uploads\/2025\/09\/IAM.png\" alt=\"\" class=\"wp-image-4247\" srcset=\"https:\/\/dennie.tokyo\/it\/wp-content\/uploads\/2025\/09\/IAM.png 803w, https:\/\/dennie.tokyo\/it\/wp-content\/uploads\/2025\/09\/IAM-300x100.png 300w, https:\/\/dennie.tokyo\/it\/wp-content\/uploads\/2025\/09\/IAM-768x257.png 768w\" sizes=\"auto, (max-width: 803px) 100vw, 803px\" \/><\/figure>\n\n\n\n<p>\u4e88\u3081\u30ed\u30fc\u30eb\u3092\u4f5c\u6210\u3057\u3066\u3044\u308b\u5834\u5408\u3001\u300cUse an existing IAM role\u300d\u3092\u6307\u5b9a\u3057\u3001\u300cRole name\u300d\u3092\u30d7\u30eb\u30c0\u30a6\u30f3\u304b\u3089\u9078\u629e\u3057\u307e\u3059\u3002<br>\u65b0\u3057\u304f\u30ed\u30fc\u30eb\u3092\u4f5c\u6210\u3057\u3001\u4f5c\u6210\u3057\u305f\u30ed\u30fc\u30eb\u3092\u4f7f\u7528\u3059\u308b\u5834\u5408\u3001\u300cCreate an IAM role\u300d\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002\u6a29\u9650\u3068\u30ed\u30fc\u30eb\u540d\u3092\u6307\u5b9a\u3057\u30ed\u30fc\u30eb\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h1 class=\"wp-block-heading\">\u305d\u306e\u4ed6<\/h1>\n\n\n\n<p>\u3053\u3060\u308f\u308a\u304c\u306a\u3051\u308c\u3070\u30c7\u30d5\u30a9\u30eb\u30c8\u3067\u826f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<br>VPC\u4e0b\u3067\u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3059\u308b\u5834\u5408\u306bVPC\u3092\u6307\u5b9a\u3057\u305f\u308a\u3001\u30bf\u30b0\u3092\u3064\u3051\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u30ab\u30b9\u30bf\u30e0\u5206\u985e\u30e2\u30c7\u30eb\u306e\u4f5c\u6210\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n","protected":false},"author":1,"featured_media":5,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[35],"tags":[],"class_list":["post-4235","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-amazon-comprehend"],"_links":{"self":[{"href":"https:\/\/dennie.tokyo\/it\/index.php?rest_route=\/wp\/v2\/posts\/4235","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/dennie.tokyo\/it\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/dennie.tokyo\/it\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/dennie.tokyo\/it\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/dennie.tokyo\/it\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=4235"}],"version-history":[{"count":9,"href":"https:\/\/dennie.tokyo\/it\/index.php?rest_route=\/wp\/v2\/posts\/4235\/revisions"}],"predecessor-version":[{"id":4257,"href":"https:\/\/dennie.tokyo\/it\/index.php?rest_route=\/wp\/v2\/posts\/4235\/revisions\/4257"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/dennie.tokyo\/it\/index.php?rest_route=\/wp\/v2\/media\/5"}],"wp:attachment":[{"href":"https:\/\/dennie.tokyo\/it\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4235"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/dennie.tokyo\/it\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4235"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/dennie.tokyo\/it\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4235"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}