{"id":11987,"date":"2024-03-15T10:45:36","date_gmt":"2024-03-15T01:45:36","guid":{"rendered":"https:\/\/www.silicloud.com\/ja\/blog\/nlp%e3%81%ae%e4%b8%ad%e3%81%a7snownlp%e3%81%ae%e4%bd%bf%e3%81%84%e6%96%b9%e3%81%af%e4%bd%95%e3%81%a7%e3%81%99%e3%81%8b%ef%bc%9f\/"},"modified":"2025-08-05T10:22:04","modified_gmt":"2025-08-05T01:22:04","slug":"nlp%e3%81%ae%e4%b8%ad%e3%81%a7snownlp%e3%81%ae%e4%bd%bf%e3%81%84%e6%96%b9%e3%81%af%e4%bd%95%e3%81%a7%e3%81%99%e3%81%8b%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/ja\/blog\/nlp%e3%81%ae%e4%b8%ad%e3%81%a7snownlp%e3%81%ae%e4%bd%bf%e3%81%84%e6%96%b9%e3%81%af%e4%bd%95%e3%81%a7%e3%81%99%e3%81%8b%ef%bc%9f\/","title":{"rendered":"NLP\u306e\u4e2d\u3067snownlp\u306e\u4f7f\u3044\u65b9\u306f\u4f55\u3067\u3059\u304b\uff1f"},"content":{"rendered":"<p>Snownlp\u306f\u3001\u4e2d\u56fd\u8a9e\u30c6\u30ad\u30b9\u30c8\u51e6\u7406\u306e\u305f\u3081\u306ePython\u30d9\u30fc\u30b9\u306eNLP\uff08\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\uff09\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3059\u3002\u30c6\u30ad\u30b9\u30c8\u5206\u985e\u3001\u611f\u60c5\u5206\u6790\u3001\u5358\u8a9e\u5206\u5272\u3001\u30ad\u30fc\u30ef\u30fc\u30c9\u62bd\u51fa\u306a\u3069\u306e\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>snownlp\u306e\u4e00\u822c\u7684\u306a\u4f7f\u7528\u65b9\u6cd5\u306b\u306f\u3001\u6b21\u306e\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<ol>\n<li>\u5358\u8a9e\u5206\u5272\uff1aSnownlp\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u4e2d\u56fd\u8a9e\u306e\u30c6\u30ad\u30b9\u30c8\u3092\u5358\u8a9e\u306b\u5206\u5272\u3057\u3066\u3001\u6587\u30921\u3064\u305a\u3064\u306e\u5358\u8a9e\u306b\u5206\u89e3\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u4f8b\u3048\u3070\uff1a<\/li>\n<\/ol>\n<pre class=\"post-pre\"><code><span class=\"hljs-keyword\">from<\/span> snownlp <span class=\"hljs-keyword\">import<\/span> SnowNLP\r\n\r\ntext = <span class=\"hljs-string\">\"\u6211\u559c\u6b22\u81ea\u7136\u8bed\u8a00\u5904\u7406\"<\/span>\r\ns = SnowNLP(text)\r\nwords = s.words\r\n<span class=\"hljs-built_in\">print<\/span>(words)\r\n<\/code><\/pre>\n<p>[&#8216;\u79c1\u306f&#8217;, &#8216;\u81ea\u7136\u8a00\u8a9e&#8217;, &#8216;\u51e6\u7406&#8217;, &#8216;\u304c&#8217;, &#8216;\u597d\u304d&#8217;, &#8216;\u3067\u3059&#8217;]<\/p>\n<ol>\n<li>\u611f\u60c5\u5206\u6790\uff1aSnownlp\u306f\u4e2d\u56fd\u8a9e\u30c6\u30ad\u30b9\u30c8\u306e\u611f\u60c5\u5206\u6790\u3092\u884c\u3044\u3001\u30c6\u30ad\u30b9\u30c8\u306e\u611f\u60c5\u50be\u5411\u3092\u5224\u65ad\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u4f8b\u3048\u3070\uff1a<\/li>\n<\/ol>\n<pre class=\"post-pre\"><code><span class=\"hljs-keyword\">from<\/span> snownlp <span class=\"hljs-keyword\">import<\/span> SnowNLP\r\n\r\ntext = <span class=\"hljs-string\">\"\u8fd9\u90e8\u7535\u5f71\u592a\u597d\u770b\u4e86\"<\/span>\r\ns = SnowNLP(text)\r\nsentiment = s.sentiments\r\n<span class=\"hljs-built_in\">print<\/span>(sentiment)\r\n<\/code><\/pre>\n<p>\u7d50\u679c\u306f0.9978232200000001\u3067\u3059\uff081\u306b\u8fd1\u3044\u3053\u3068\u306f\u7a4d\u6975\u7684\u306a\u611f\u60c5\u3092\u793a\u3057\u307e\u3059\uff09\u3002<\/p>\n<ol>\n<li>\u91cd\u8981\u8a9e\u53e5\u306e\u62bd\u51fa\uff1asnownlp\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c6\u30ad\u30b9\u30c8\u304b\u3089\u91cd\u8981\u8a9e\u53e5\u3092\u62bd\u51fa\u3067\u304d\u307e\u3059\u3002\u4f8b\uff1a<\/li>\n<\/ol>\n<pre class=\"post-pre\"><code><span class=\"hljs-keyword\">from<\/span> snownlp <span class=\"hljs-keyword\">import<\/span> SnowNLP\r\n\r\ntext = <span class=\"hljs-string\">\"\u8fd9\u672c\u4e66\u975e\u5e38\u6709\u8da3\uff0c\u5173\u4e8e\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7684\u5185\u5bb9\u5f88\u4e30\u5bcc\"<\/span>\r\ns = SnowNLP(text)\r\nkeywords = s.keywords(limit=<span class=\"hljs-number\">5<\/span>)\r\n<span class=\"hljs-built_in\">print<\/span>(keywords)\r\n<\/code><\/pre>\n<p>\u51fa\u529b\u7d50\u679c\u306f\uff1a[&#8220;\u81ea\u7136\u8a00\u8a9e&#8221;\u3001 &#8220;\u8208\u5473&#8221;\u3001 &#8220;\u5185\u5bb9&#8221;\u3001 &#8220;\u8c4a\u5bcc&#8221;\u3001 &#8220;\u672c&#8221;]<\/p>\n<ol>\n<li>\u6587\u66f8\u306e\u5206\u985e\uff1asnownlp\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c6\u30ad\u30b9\u30c8\u3092\u5206\u985e\u3057\u3001\u3055\u307e\u3056\u307e\u306a\u30ab\u30c6\u30b4\u30ea\u306b\u5206\u985e\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u4f8b\u3048\u3070\uff1a<\/li>\n<\/ol>\n<pre class=\"post-pre\"><code><span class=\"hljs-keyword\">from<\/span> snownlp <span class=\"hljs-keyword\">import<\/span> SnowNLP\r\n<span class=\"hljs-keyword\">from<\/span> snownlp <span class=\"hljs-keyword\">import<\/span> seg\r\n\r\nsentences = [(<span class=\"hljs-string\">\"\u8fd9\u90e8\u7535\u5f71\u975e\u5e38\u7cbe\u5f69\"<\/span>, <span class=\"hljs-string\">\"\u79ef\u6781\"<\/span>), (<span class=\"hljs-string\">\"\u8fd9\u4e2a\u4ea7\u54c1\u8d28\u91cf\u5f88\u5dee\"<\/span>, <span class=\"hljs-string\">\"\u6d88\u6781\"<\/span>), (<span class=\"hljs-string\">\"\u8fd9\u4e2a\u65b0\u95fb\u62a5\u9053\u5f88\u5ba2\u89c2\"<\/span>, <span class=\"hljs-string\">\"\u4e2d\u7acb\"<\/span>)]\r\n\r\n<span class=\"hljs-keyword\">def<\/span> <span class=\"hljs-title function_\">get_features<\/span>(<span class=\"hljs-params\">text<\/span>):\r\n    words = seg.seg(text)\r\n    <span class=\"hljs-keyword\">return<\/span> <span class=\"hljs-built_in\">dict<\/span>([(word, <span class=\"hljs-literal\">True<\/span>) <span class=\"hljs-keyword\">for<\/span> word <span class=\"hljs-keyword\">in<\/span> words])\r\n\r\ntrain_data = [(get_features(text), label) <span class=\"hljs-keyword\">for<\/span> text, label <span class=\"hljs-keyword\">in<\/span> sentences]\r\nclassifier = SnowNLP.train(train_data)\r\ntext = <span class=\"hljs-string\">\"\u8fd9\u662f\u4e00\u7bc7\u5f88\u597d\u7684\u62a5\u9053\"<\/span>\r\nfeatures = get_features(text)\r\nresult = classifier.classify(features)\r\n<span class=\"hljs-built_in\">print<\/span>(result)\r\n<\/code><\/pre>\n<p>\u7d50\u679c\u306f\u300c\u4e2d\u7acb\u300d\u3067\u3059\u3002<\/p>\n<p>\u3053\u308c\u3089\u306fsnownlp\u306e\u4e00\u822c\u7684\u306a\u4f7f\u7528\u4f8b\u3067\u3059\u304c\u3001\u4ed6\u306b\u3082\u4e2d\u56fd\u8a9e\u30c6\u30ad\u30b9\u30c8\u306e\u51e6\u7406\u3084\u5206\u6790\u306b\u4f7f\u7528\u3067\u304d\u308b\u591a\u304f\u306e\u6a5f\u80fd\u3084\u65b9\u6cd5\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Snownlp\u306f\u3001\u4e2d\u56fd\u8a9e\u30c6\u30ad\u30b9\u30c8\u51e6\u7406\u306e\u305f\u3081\u306ePython\u30d9\u30fc\u30b9\u306eNLP\uff08\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\uff09\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3059\u3002\u30c6\u30ad\u30b9\u30c8\u5206\u985e\u3001\u611f\u60c5\u5206\u6790\u3001\u5358\u8a9e\u5206\u5272\u3001\u30ad\u30fc\u30ef\u30fc\u30c9\u62bd\u51fa\u306a\u3069\u306e\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002 snownlp\u306e\u4e00\u822c\u7684\u306a\u4f7f\u7528\u65b9\u6cd5\u306b\u306f\u3001\u6b21 [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[16,26],"class_list":["post-11987","post","type-post","status-publish","format-standard","hentry","category-uncategorized","tag-16","tag-26"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.5 (Yoast SEO v21.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>NLP\u306e\u4e2d\u3067snownlp\u306e\u4f7f\u3044\u65b9\u306f\u4f55\u3067\u3059\u304b\uff1f - Blog - Silicon Cloud<\/title>\n<meta name=\"description\" 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