{"id":47047,"date":"2026-08-14T14:01:42","date_gmt":"2026-08-14T05:01:42","guid":{"rendered":"https:\/\/www.ripla.co.jp\/blog\/?p=47047"},"modified":"2026-09-01T06:28:26","modified_gmt":"2026-08-31T21:28:26","slug":"latent-dirichlet-allocation","status":"publish","type":"post","link":"https:\/\/www.ripla.co.jp\/blog\/system\/latent-dirichlet-allocation\/","title":{"rendered":"\u6f5c\u5728\u7684\u30c7\u30a3\u30ea\u30af\u30ec\u914d\u5206\u6cd5\u3068\u306f\uff1fLDA\u306e\u4ed5\u7d44\u307f\u30fb\u30c8\u30d4\u30c3\u30af\u6570\u30fb\u5b9f\u52d9\u306e\u6ce8\u610f\u70b9\u3092\u89e3\u8aac"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u6f5c\u5728\u7684\u30c7\u30a3\u30ea\u30af\u30ec\u914d\u5206\u6cd5\uff08Latent Dirichlet Allocation\uff1aLDA\uff09\u3068\u306f\u3001\u6587\u66f8\u306b\u542b\u307e\u308c\u308b\u5358\u8a9e\u306e\u51fa\u73fe\u56de\u6570\u304b\u3089\u3001\u6587\u66f8\u7fa4\u306b\u6f5c\u3080\u30c8\u30d4\u30c3\u30af\u3068\u3001\u5404\u6587\u66f8\u304c\u6301\u3064\u30c8\u30d4\u30c3\u30af\u306e\u5272\u5408\u3092\u63a8\u5b9a\u3059\u308b\u78ba\u7387\u7684\u306a\u30c8\u30d4\u30c3\u30af\u30e2\u30c7\u30eb\u3067\u3059\u3002\u6587\u66f8\u3092\u4e00\u3064\u306e\u30ab\u30c6\u30b4\u30ea\u3078\u56fa\u5b9a\u7684\u306b\u5206\u985e\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u8907\u6570\u306e\u8a71\u984c\u306e\u6df7\u5408\u3068\u3057\u3066\u8868\u73fe\u3057\u307e\u3059\u3002<\/p>\n\n\n<p class=\"wp-block-paragraph\">\u554f\u3044\u5408\u308f\u305b\u3001\u8b70\u4e8b\u9332\u3001\u30ec\u30d3\u30e5\u30fc\u3001\u30cb\u30e5\u30fc\u30b9\u3001\u793e\u5185\u6587\u66f8\u306a\u3069\u3001\u6b63\u89e3\u30e9\u30d9\u30eb\u3092\u5927\u91cf\u306b\u4ed8\u3051\u306b\u304f\u3044\u30c6\u30ad\u30b9\u30c8\u306e\u5168\u4f53\u50cf\u3092\u628a\u63e1\u3059\u308b\u305f\u3081\u306b\u4f7f\u308f\u308c\u307e\u3059\u3002\u4e00\u65b9\u3001\u30c8\u30d4\u30c3\u30af\u306e\u610f\u5473\u3084\u540d\u524d\u3092\u81ea\u52d5\u7684\u306b\u4fdd\u8a3c\u3059\u308b\u3082\u306e\u3067\u306f\u306a\u304f\u3001\u5f62\u614b\u7d20\u89e3\u6790\u3001\u8a9e\u5f59\u306e\u9664\u5916\u3001\u30c8\u30d4\u30c3\u30af\u6570\u3001\u4e71\u6570\u306b\u3088\u3063\u3066\u7d50\u679c\u304c\u5909\u308f\u308a\u307e\u3059\u3002\u672c\u8a18\u4e8b\u3067\u306f\u3001LDA\u306e\u4ed5\u7d44\u307f\u3001\u524d\u51e6\u7406\u3001\u5b66\u7fd2\u65b9\u6cd5\u3001\u8a55\u4fa1\u3001\u5b9f\u52d9\u3078\u306e\u3064\u306a\u3052\u65b9\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h2 id=\"what-is-lda\" class=\"wp-block-heading\" style=\"background:#c3d3e1; 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padding:12px 20px; margin:32px 0 16px; color:#222;\"><strong>\u6f5c\u5728\u7684\u30c7\u30a3\u30ea\u30af\u30ec\u914d\u5206\u6cd5\u306e\u30c1\u30a7\u30c3\u30af\u30ea\u30b9\u30c8<\/strong><\/h2>\n<ul class=\"wp-block-list\"><li>\u5206\u6790\u76ee\u7684\u3001\u6587\u66f8\u5358\u4f4d\u3001\u5bfe\u8c61\u671f\u9593\u3001\u5229\u7528\u8005\u3092\u5b9a\u7fa9\u3057\u305f\u304b\u3002<\/li><li>\u5f62\u614b\u7d20\u89e3\u6790\u3001\u8a9e\u5f59\u3001\u983b\u5ea6\u3001\u9664\u5916\u8a9e\u3092\u4fdd\u5b58\u3057\u305f\u304b\u3002<\/li><li>\u6587\u66f8\u5358\u8a9e\u306e\u30ab\u30a6\u30f3\u30c8\u884c\u5217\u306a\u3069\u3001LDA\u306b\u5408\u3046\u5165\u529b\u3092\u4f7f\u3063\u305f\u304b\u3002<\/li><li>\u30c8\u30d4\u30c3\u30af\u6570\u3001\u4e8b\u524d\u5206\u5e03\u3001\u5b66\u7fd2\u65b9\u6cd5\u3001\u4e71\u6570\u30b7\u30fc\u30c9\u3092\u6bd4\u8f03\u3057\u305f\u304b\u3002<\/li><li>\u4e0a\u4f4d\u5358\u8a9e\u3068\u4ee3\u8868\u6587\u66f8\u3092\u4eba\u304c\u30ec\u30d3\u30e5\u30fc\u3057\u305f\u304b\u3002<\/li><li>\u6570\u5024\u8a55\u4fa1\u3001\u518d\u73fe\u6027\u3001\u696d\u52d9\u5229\u7528\u6027\u3092\u5408\u308f\u305b\u3066\u63a1\u7528\u7406\u7531\u3092\u8a18\u9332\u3057\u305f\u304b\u3002<\/li><li>\u500b\u4eba\u60c5\u5831\u30fb\u6a5f\u5bc6\u60c5\u5831\u306e\u30de\u30b9\u30ad\u30f3\u30b0\u3068\u6a29\u9650\u3092\u6c7a\u3081\u305f\u304b\u3002<\/li><\/ul>\n<h2 id=\"summary\" class=\"wp-block-heading\" style=\"background:#c3d3e1; padding:12px 20px; margin:32px 0 16px; color:#222;\"><strong>\u6f5c\u5728\u7684\u30c7\u30a3\u30ea\u30af\u30ec\u914d\u5206\u6cd5\u306f\u6587\u66f8\u306e\u8a71\u984c\u3092\u78ba\u7387\u3067\u6574\u7406\u3057\u307e\u3059<\/strong><\/h2>\n<p class=\"wp-block-paragraph\">LDA\u306f\u3001\u6587\u66f8\u3092\u8907\u6570\u30c8\u30d4\u30c3\u30af\u306e\u6df7\u5408\u3001\u30c8\u30d4\u30c3\u30af\u3092\u5358\u8a9e\u306e\u5206\u5e03\u3068\u3057\u3066\u8868\u3057\u3001\u89b3\u6e2c\u3055\u308c\u305f\u5358\u8a9e\u304b\u3089\u6f5c\u5728\u7684\u306a\u69cb\u9020\u3092\u63a8\u5b9a\u3057\u307e\u3059\u3002\u6587\u66f8\u306e\u68da\u5378\u3057\u3001\u554f\u3044\u5408\u308f\u305b\u306e\u50be\u5411\u628a\u63e1\u3001\u691c\u7d22\u3084FAQ\u6539\u5584\u306e\u4eee\u8aac\u3065\u304f\u308a\u306b\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u7d50\u679c\u3092\u6b63\u89e3\u30e9\u30d9\u30eb\u3068\u307f\u306a\u3055\u305a\u3001\u524d\u51e6\u7406\u3001\u30c8\u30d4\u30c3\u30af\u6570\u3001\u4ee3\u8868\u6587\u66f8\u3001\u62c5\u5f53\u8005\u306e\u89e3\u91c8\u3001\u671f\u9593\u5225\u306e\u5909\u5316\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u30e2\u30c7\u30eb\u6761\u4ef6\u3068\u30c7\u30fc\u30bf\u306e\u53d6\u308a\u6271\u3044\u3092\u8a18\u9332\u3057\u3001\u4eba\u306e\u30ec\u30d3\u30e5\u30fc\u3092\u7d4c\u3066\u696d\u52d9\u3078\u63a5\u7d9a\u3059\u308b\u3053\u3068\u3067\u3001\u518d\u73fe\u6027\u3068\u5b89\u5168\u6027\u3092\u9ad8\u3081\u3089\u308c\u307e\u3059\u3002\u5b9a\u671f\u7684\u306a\u518d\u5206\u6790\u3067\u306f\u3001\u904e\u53bb\u30c8\u30d4\u30c3\u30af\u3068\u306e\u5bfe\u5fdc\u95a2\u4fc2\u3082\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n<h2 id=\"faq\" class=\"wp-block-heading\" style=\"background:#c3d3e1; padding:12px 20px; margin:32px 0 16px; color:#222;\"><strong>\u3088\u304f\u3042\u308b\u8cea\u554f\uff08FAQ\uff09<\/strong><\/h2>\n<p class=\"wp-block-paragraph\">\u3053\u3053\u3067\u306f\u3001\u6f5c\u5728\u7684\u30c7\u30a3\u30ea\u30af\u30ec\u914d\u5206\u6cd5\u3092\u4f7f\u3046\u3068\u304d\u306b\u3088\u304f\u3042\u308b\u7591\u554f\u306b\u3001\u7d50\u8ad6\u304b\u3089\u56de\u7b54\u3057\u307e\u3059\u3002<\/p>\n<h3 id=\"faq-definition\" class=\"wp-block-heading\"><strong>Q. \u6f5c\u5728\u7684\u30c7\u30a3\u30ea\u30af\u30ec\u914d\u5206\u6cd5\u3068\u306f\u4f55\u3067\u3059\u304b\uff1f<\/strong><\/h3>\n<p class=\"wp-block-paragraph\">\u6587\u66f8\u4e2d\u306e\u5358\u8a9e\u304b\u3089\u3001\u6587\u66f8\u7fa4\u306b\u6f5c\u3080\u30c8\u30d4\u30c3\u30af\u3068\u3001\u5404\u6587\u66f8\u304c\u6301\u3064\u30c8\u30d4\u30c3\u30af\u306e\u5272\u5408\u3092\u63a8\u5b9a\u3059\u308b\u78ba\u7387\u7684\u306a\u30c8\u30d4\u30c3\u30af\u30e2\u30c7\u30eb\u3067\u3059\u3002<\/p>\n<h3 id=\"faq-topic-count\" class=\"wp-block-heading\"><strong>Q. \u30c8\u30d4\u30c3\u30af\u6570\u306f\u3044\u304f\u3064\u306b\u8a2d\u5b9a\u3057\u307e\u3059\u304b\uff1f<\/strong><\/h3>\n<p class=\"wp-block-paragraph\">\u8907\u6570\u306e\u5019\u88dc\u3092\u8a66\u3057\u3001\u4e0a\u4f4d\u5358\u8a9e\u3001\u4ee3\u8868\u6587\u66f8\u3001\u30c8\u30d4\u30c3\u30af\u9593\u306e\u91cd\u8907\u3001\u62c5\u5f53\u8005\u304c\u4f7f\u3048\u308b\u7c92\u5ea6\u3001\u6570\u5024\u6307\u6a19\u3092\u5408\u308f\u305b\u3066\u6c7a\u3081\u307e\u3059\u3002<\/p>\n<h3 id=\"faq-tfidf\" class=\"wp-block-heading\"><strong>Q. LDA\u306b\u306fTF-IDF\u3092\u5165\u529b\u3057\u3066\u3082\u3088\u3044\u3067\u3059\u304b\uff1f<\/strong><\/h3>\n<p class=\"wp-block-paragraph\">LDA\u306f\u5358\u8a9e\u306e\u51fa\u73fe\u56de\u6570\u3092\u524d\u63d0\u306b\u8aac\u660e\u3055\u308c\u308b\u305f\u3081\u3001\u307e\u305a\u30ab\u30a6\u30f3\u30c8\u884c\u5217\u3092\u691c\u8a0e\u3057\u307e\u3059\u3002TF-IDF\u306fLSA\u3084\u985e\u4f3c\u5ea6\u306a\u3069\u5225\u306e\u76ee\u7684\u3067\u4f7f\u3046\u8868\u73fe\u306a\u306e\u3067\u3001\u624b\u6cd5\u306e\u524d\u63d0\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n<h3 id=\"faq-evaluation\" class=\"wp-block-heading\"><strong>Q. LDA\u306e\u7d50\u679c\u306f\u3069\u3046\u8a55\u4fa1\u3057\u307e\u3059\u304b\uff1f<\/strong><\/h3>\n<p class=\"wp-block-paragraph\">\u30d1\u30fc\u30d7\u30ec\u30ad\u30b7\u30c6\u30a3\u306a\u3069\u306e\u6570\u5024\u306b\u52a0\u3048\u3001\u4e0a\u4f4d\u5358\u8a9e\u3068\u4ee3\u8868\u6587\u66f8\u306e\u307e\u3068\u307e\u308a\u3001\u30c8\u30d4\u30c3\u30af\u9593\u306e\u91cd\u8907\u3001\u62c5\u5f53\u8005\u304c\u4ed8\u3051\u305f\u540d\u79f0\u3001\u696d\u52d9\u3067\u306e\u6709\u7528\u6027\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n<h3 id=\"faq-privacy\" class=\"wp-block-heading\"><strong>Q. \u6a5f\u5bc6\u6587\u66f8\u3092LDA\u3067\u5206\u6790\u3067\u304d\u307e\u3059\u304b\uff1f<\/strong><\/h3>\n<p class=\"wp-block-paragraph\">\u5206\u6790\u3067\u304d\u307e\u3059\u304c\u3001\u500b\u4eba\u60c5\u5831\u3084\u5951\u7d04\u60c5\u5831\u3092\u30de\u30b9\u30ad\u30f3\u30b0\u3057\u3001\u4fdd\u5b58\u671f\u9593\u3001\u30a2\u30af\u30bb\u30b9\u6a29\u9650\u3001\u5916\u90e8\u9001\u4fe1\u306e\u6709\u7121\u3092\u5b9a\u3081\u307e\u3059\u3002\u4e0a\u4f4d\u8a9e\u304b\u3089\u6a5f\u5bc6\u60c5\u5831\u304c\u9732\u51fa\u3057\u306a\u3044\u304b\u3082\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n<script type=\"application\/ld+json\">\n{\"@context\":\"https:\/\/schema.org\",\"@type\":\"FAQPage\",\"mainEntity\":[{\"@type\":\"Question\",\"name\":\"\u6f5c\u5728\u7684\u30c7\u30a3\u30ea\u30af\u30ec\u914d\u5206\u6cd5\u3068\u306f\u4f55\u3067\u3059\u304b\uff1f\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"\u6587\u66f8\u4e2d\u306e\u5358\u8a9e\u304b\u3089\u3001\u6587\u66f8\u7fa4\u306b\u6f5c\u3080\u30c8\u30d4\u30c3\u30af\u3068\u3001\u5404\u6587\u66f8\u304c\u6301\u3064\u30c8\u30d4\u30c3\u30af\u306e\u5272\u5408\u3092\u63a8\u5b9a\u3059\u308b\u78ba\u7387\u7684\u306a\u30c8\u30d4\u30c3\u30af\u30e2\u30c7\u30eb\u3067\u3059\u3002\"}},{\"@type\":\"Question\",\"name\":\"\u30c8\u30d4\u30c3\u30af\u6570\u306f\u3044\u304f\u3064\u306b\u8a2d\u5b9a\u3057\u307e\u3059\u304b\uff1f\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"\u8907\u6570\u306e\u5019\u88dc\u3092\u8a66\u3057\u3001\u4e0a\u4f4d\u5358\u8a9e\u3001\u4ee3\u8868\u6587\u66f8\u3001\u30c8\u30d4\u30c3\u30af\u9593\u306e\u91cd\u8907\u3001\u62c5\u5f53\u8005\u304c\u4f7f\u3048\u308b\u7c92\u5ea6\u3001\u6570\u5024\u6307\u6a19\u3092\u5408\u308f\u305b\u3066\u6c7a\u3081\u307e\u3059\u3002\"}},{\"@type\":\"Question\",\"name\":\"LDA\u306b\u306fTF-IDF\u3092\u5165\u529b\u3057\u3066\u3082\u3088\u3044\u3067\u3059\u304b\uff1f\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"LDA\u306f\u5358\u8a9e\u306e\u51fa\u73fe\u56de\u6570\u3092\u524d\u63d0\u306b\u8aac\u660e\u3055\u308c\u308b\u305f\u3081\u3001\u307e\u305a\u30ab\u30a6\u30f3\u30c8\u884c\u5217\u3092\u691c\u8a0e\u3057\u307e\u3059\u3002TF-IDF\u306fLSA\u3084\u985e\u4f3c\u5ea6\u306a\u3069\u5225\u306e\u76ee\u7684\u3067\u4f7f\u3046\u8868\u73fe\u306a\u306e\u3067\u3001\u624b\u6cd5\u306e\u524d\u63d0\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\"}},{\"@type\":\"Question\",\"name\":\"LDA\u306e\u7d50\u679c\u306f\u3069\u3046\u8a55\u4fa1\u3057\u307e\u3059\u304b\uff1f\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"\u30d1\u30fc\u30d7\u30ec\u30ad\u30b7\u30c6\u30a3\u306a\u3069\u306e\u6570\u5024\u306b\u52a0\u3048\u3001\u4e0a\u4f4d\u5358\u8a9e\u3068\u4ee3\u8868\u6587\u66f8\u306e\u307e\u3068\u307e\u308a\u3001\u30c8\u30d4\u30c3\u30af\u9593\u306e\u91cd\u8907\u3001\u62c5\u5f53\u8005\u304c\u4ed8\u3051\u305f\u540d\u79f0\u3001\u696d\u52d9\u3067\u306e\u6709\u7528\u6027\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\"}},{\"@type\":\"Question\",\"name\":\"\u6a5f\u5bc6\u6587\u66f8\u3092LDA\u3067\u5206\u6790\u3067\u304d\u307e\u3059\u304b\uff1f\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"\u5206\u6790\u3067\u304d\u307e\u3059\u304c\u3001\u500b\u4eba\u60c5\u5831\u3084\u5951\u7d04\u60c5\u5831\u3092\u30de\u30b9\u30ad\u30f3\u30b0\u3057\u3001\u4fdd\u5b58\u671f\u9593\u3001\u30a2\u30af\u30bb\u30b9\u6a29\u9650\u3001\u5916\u90e8\u9001\u4fe1\u306e\u6709\u7121\u3092\u5b9a\u3081\u307e\u3059\u3002\u4e0a\u4f4d\u8a9e\u304b\u3089\u6a5f\u5bc6\u60c5\u5831\u304c\u9732\u51fa\u3057\u306a\u3044\u304b\u3082\u78ba\u8a8d\u3057\u307e\u3059\u3002\"}}]}\n<\/script>\n\n<h2 id=\"references\" class=\"wp-block-heading\" style=\"background:#c3d3e1; padding:12px 20px; margin:32px 0 16px; color:#222;\"><strong>\u53c2\u8003\u8cc7\u6599<\/strong><\/h2>\n<ul class=\"wp-block-list\"><li><a href=\"https:\/\/scikit-learn.org\/stable\/modules\/decomposition.html#latent-dirichlet-allocation\" target=\"_blank\" rel=\"noopener\">scikit-learn User Guide\u300cLatent Dirichlet Allocation\u300d<\/a><\/li><li><a href=\"https:\/\/scikit-learn.org\/stable\/modules\/generated\/sklearn.decomposition.LatentDirichletAllocation.html\" target=\"_blank\" rel=\"noopener\">scikit-learn\u300cLatentDirichletAllocation\u300d<\/a><\/li><li><a href=\"https:\/\/scikit-learn.org\/stable\/modules\/feature_extraction.html\" target=\"_blank\" rel=\"noopener\">scikit-learn User Guide\u300cFeature extraction\u300d<\/a><\/li><\/ul>\n\n<h2 id=\"company-intro\" class=\"wp-block-heading\" style=\"background:#c3d3e1; padding:12px 20px; margin:32px 0 16px; color:#222;\"><strong>\u4f1a\u793e\u7d39\u4ecb<\/strong><\/h2>\n\n\n\n<div class=\"wp-block-group is-vertical is-content-justification-stretch is-layout-flex wp-container-core-group-is-layout-898606d5 wp-block-group-is-layout-flex\">\n<p class=\"wp-block-paragraph\">\u682a\u5f0f\u4f1a\u793eripla\u3067\u306f\u3001\u304a\u5ba2\u69d8\u306e\u4e8b\u696d\u30fb\u30e6\u30fc\u30b6\u30fc\u30fb\u696d\u52d9\u306b\u6700\u9069\u5316\u3057\u305f\u30aa\u30fc\u30c0\u30fc\u30e1\u30a4\u30c9\u578b\u30b7\u30b9\u30c6\u30e0\u3092\u3001\u69cb\u60f3\u7b56\u5b9a\u30fb\u8981\u4ef6\u5b9a\u7fa9\u304b\u3089\u958b\u767a\u30fb\u6539\u5584\u307e\u3067\u4e00\u6c17\u901a\u8cab\u3067\u652f\u63f4\u3002\u4e8b\u696d\u4f1a\u793e\u3067IT\u30fbDX\u3092\u7d4c\u9a13\u3057\u305f\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb\u306b\u3088\u308b\u9ad8\u3044\u8981\u4ef6\u5b9a\u7fa9\u529b\u30fb\u30b7\u30b9\u30c6\u30e0\u8a2d\u8a08\u529b\u3092\u6d3b\u304b\u3057\u3001\u4e8b\u696d\u6210\u679c\u306e\u6700\u5927\u5316\u306b\u4f34\u8d70\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-794e3cfa wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<figure class=\"wp-block-image aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" data-attachment-id=\"48106\" data-permalink=\"https:\/\/www.ripla.co.jp\/blog\/ripla-ordermade-system-202608\/\" data-orig-file=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/08\/ripla-ordermade-system-202608.png\" data-orig-size=\"1672,941\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;,&quot;alt&quot;:&quot;&quot;}\" data-image-title=\"\u304a\u5ba2\u69d8\u306b\u6700\u9069\u5316\u3057\u305f\u30aa\u30fc\u30c0\u30fc\u30e1\u30a4\u30c9\u578b\u30b7\u30b9\u30c6\u30e0\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/08\/ripla-ordermade-system-202608-1024x576.png\" src=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/08\/ripla-ordermade-system-202608-1024x576.png\" alt=\"\" class=\"wp-image-48106\" srcset=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/08\/ripla-ordermade-system-202608-1024x576.png 1024w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/08\/ripla-ordermade-system-202608-300x169.png 300w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/08\/ripla-ordermade-system-202608-768x432.png 768w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/08\/ripla-ordermade-system-202608-1536x864.png 1536w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/08\/ripla-ordermade-system-202608.png 1672w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u307e\u305f\u3001\u5f53\u793e\u72ec\u81ea\u306e\u958b\u767a\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u300cBox\u30b7\u30ea\u30fc\u30ba\u300d\u306b\u3088\u308b\u6a19\u6e96\u6a5f\u80fd\u306e\u9ad8\u901f\u958b\u767a\u3068\u3001AI\u99c6\u52d5\u958b\u767a\u306e\u72ec\u81ea\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u300cGoDD\u300d\u306b\u3088\u308b\u72ec\u81ea\u6a5f\u80fd\u306eAI\u5b9f\u88c5\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u4f4e\u30b3\u30b9\u30c8\u30fb\u77ed\u671f\u9593\u3067\u958b\u767a\u3092\u5b9f\u73fe\u3044\u305f\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-794e3cfa wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<figure class=\"wp-block-image aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"369\" data-attachment-id=\"18450\" data-permalink=\"https:\/\/www.ripla.co.jp\/blog\/product\/cross-platform-development-guide\/attachment\/%e3%82%b9%e3%82%af%e3%83%aa%e3%83%bc%e3%83%b3%e3%82%b7%e3%83%a7%e3%83%83%e3%83%88-2026-07-07-144340\/\" data-orig-file=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2026-07-07-144340.png\" data-orig-size=\"1325,477\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;,&quot;alt&quot;:&quot;&quot;}\" data-image-title=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2026-07-07 144340\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2026-07-07-144340-1024x369.png\" src=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2026-07-07-144340-1024x369.png\" alt=\"\" class=\"wp-image-18450\" srcset=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2026-07-07-144340-1024x369.png 1024w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2026-07-07-144340-300x108.png 300w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2026-07-07-144340-768x276.png 768w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2026-07-07-144340.png 1325w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<p class=\"has-text-align-left wp-block-paragraph\">\u3082\u3057\u3001\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3084\u30d7\u30ed\u30c0\u30af\u30c8\u958b\u767a\u306b\u95a2\u3059\u308b\u3054\u8981\u671b\u304c\u3054\u3056\u3044\u307e\u3057\u305f\u3089\u3001\u304a\u6c17\u8efd\u306b\u304a\u554f\u3044\u5408\u308f\u305b\u304f\u3060\u3055\u3044\u3002<a href=\"https:\/\/www.ripla.co.jp\/company-whitepaper\" target=\"_blank\" rel=\"noreferrer noopener\"><\/a><\/p>\n\n\n\n<div class=\"wp-block-buttons alignwide is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-a0cd93e3 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-background wp-element-button\" href=\"https:\/\/www.ripla.co.jp\/\" style=\"background-color:#0720e3\"><strong>\u682a\u5f0f\u4f1a\u793eripla\u306e\u4f1a\u793eHP\u306f\u3053\u3061\u3089<\/strong><\/a><\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.ripla.co.jp\/company-whitepaper\" title=\"\">\u30fb\u30b5\u30fc\u30d3\u30b9\u6982\u8981\u8cc7\u6599\u306eURL\u306f\u3053\u3061\u3089 &gt;&gt;&gt;<\/a><br><a href=\"https:\/\/www.ripla.co.jp\/inquiries\" title=\"\">\u30fb\u304a\u554f\u5408\u305b\u30da\u30fc\u30b8\u306eURL\u306f\u3053\u3061\u3089 &gt;&gt;&gt;<\/a><br><a href=\"https:\/\/www.ripla.co.jp\/whitepaper\" title=\"\">\u30fb\u304a\u5f79\u7acb\u3061\u8cc7\u6599\u306eURL\u306f\u3053\u3061\u3089 &gt;&gt;&gt;<\/a><\/p>\n<\/div>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><a href=\"https:\/\/www.ripla.co.jp\/whitepaper\"><img loading=\"lazy\" decoding=\"async\" width=\"967\" height=\"573\" data-attachment-id=\"4184\" data-permalink=\"https:\/\/www.ripla.co.jp\/blog\/?attachment_id=4184\" data-orig-file=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2026-02-27-145451.png\" data-orig-size=\"967,573\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;,&quot;alt&quot;:&quot;&quot;}\" data-image-title=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2026-02-27 145451\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2026-02-27-145451.png\" src=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2026-02-27-145451.png\" alt=\"\" class=\"wp-image-4184\" srcset=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2026-02-27-145451.png 967w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2026-02-27-145451-300x178.png 300w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2026-02-27-145451-768x455.png 768w\" sizes=\"auto, (max-width: 967px) 100vw, 967px\" \/><\/a><\/figure>\n\n\n\n<div style=\"border:1px solid #d9e2ec; border-radius:12px; padding:24px; background:#f8fbff; margin:32px 0;\">\n<div style=\"font-size:22px; font-weight:bold; margin-bottom:20px; color:#1a1a1a;\">\n    \u57f7\u7b46\u8005\u30d7\u30ed\u30d5\u30a3\u30fc\u30eb\n  <\/div>\n<div style=\"display:flex; align-items:flex-start; gap:20px; flex-wrap:wrap;\">\n<div style=\"flex:0 0 120px;\">\n      <img decoding=\"async\" src=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/03\/\u30d7\u30ed\u30d5\u753b\u50cf.png\" alt=\"\u5f35\u7530\u8c37\u51cc\u592e\" style=\"width:120px; height:120px; object-fit:cover; border-radius:50%; display:block;\">\n    <\/div>\n<div style=\"flex:1; min-width:240px;\">\n<div style=\"font-size:20px; font-weight:bold; margin-bottom:12px; color:#1a1a1a;\">\n        \u5f35\u7530\u8c37\u51cc\u592e\n      <\/div>\n<p style=\"margin:0; line-height:1.9; color:#333333; font-size:15px;\">\n        \u682a\u5f0f\u4f1a\u793eripla 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