{"id":491,"date":"2020-08-01T13:39:18","date_gmt":"2020-08-01T04:39:18","guid":{"rendered":"https:\/\/technologyagency.net\/wordpress\/?p=491"},"modified":"2020-09-20T14:20:59","modified_gmt":"2020-09-20T05:20:59","slug":"%e5%b0%8f%e8%aa%ac%e3%82%92%e8%aa%ad%e3%82%82%e3%81%86%e3%82%92doc2vec%e3%81%a7%e8%a7%a3%e6%9e%90%e3%81%99%e3%82%8b3","status":"publish","type":"post","link":"https:\/\/technologyagency.net\/wordpress\/2020\/08\/01\/%e5%b0%8f%e8%aa%ac%e3%82%92%e8%aa%ad%e3%82%82%e3%81%86%e3%82%92doc2vec%e3%81%a7%e8%a7%a3%e6%9e%90%e3%81%99%e3%82%8b3\/","title":{"rendered":"\u5c0f\u8aac\u3092\u8aad\u3082\u3046\u306e\u7d2f\u8a08\u30e9\u30f3\u30ad\u30f3\u30b0\u3092Doc2Vec\u3067\u89e3\u6790\u3059\u308b \u305d\u306e\uff13"},"content":{"rendered":"\n<p><a href=\"https:\/\/technologyagency.net\/wordpress\/2020\/07\/30\/%e5%b0%8f%e8%aa%ac%e3%82%92%e8%aa%ad%e3%82%82%e3%81%86%e3%82%92doc2vec%e3%81%a7%e8%a7%a3%e6%9e%90%e3%81%99%e3%82%8b2\/\">\u5c0f\u8aac\u3092\u8aad\u3082\u3046\u306e\u7d2f\u8a08\u30e9\u30f3\u30ad\u30f3\u30b0\u3092Doc2Vec\u3067\u89e3\u6790\u3059\u308b \u305d\u306e\uff12<\/a>\u306e\u7d9a\u304d\u3002<\/p>\n\n\n\n<p>\u524d\u56de\u7d2f\u7a4d\u30e9\u30f3\u30ad\u30f3\u30b0\u306e\u30af\u30e9\u30b9\u30bf\u30fc\u3092\u76ee\u8996\u3067\u78ba\u8a8d\u3092\u3057\u305f\u304c\u3001\u305d\u308c\u305e\u308c\u306e\u7279\u5fb4\u3092\u7684\u78ba\u306b\u6349\u3048\u308b\u3053\u3068\u306f\u51fa\u6765\u306a\u304b\u3063\u305f\u3002\u4eca\u56de\u306f\u30af\u30e9\u30b9\u30bf\u30fc\u306e\u7279\u5fb4\u3092TF-IDF\u3092\u4f7f\u3063\u3066\u62bd\u51fa\u3057\u3066\u307f\u308b\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">TF-IDF\u3067\u5206\u6790\u3059\u308b<\/h2>\n\n\n\n<p>\u4eca\u56de\u3082scikit-learn\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u7528\u3059\u308b\u3002<\/p>\n\n\n<div class=\"wp-block-syntaxhighlighter-code \"><pre class=\"brush: python; title: ; notranslate\" title=\"\">\nimport csv\nfrom sklearn.feature_extraction.text import TfidfVectorizer\n\n# \u5c0f\u8aac\u306e\u672c\u6587\u3092\u8aad\u307f\u8fbc\u3080\nwith open(&#039;drive\/My Drive\/Colab Notebooks\/syosetu\/novel_datas.txt&#039;, &#039;r&#039;) as f:\n  novels = &#x5B;&#x5B;i, data.split(&#039;\\t&#039;)&#x5B;2]] for i, data in enumerate(f)]\n\ndocs = &#x5B;&#039;&#039;,&#039;&#039;,&#039;&#039;,&#039;&#039;,&#039;&#039;,&#039;&#039;]\n\n# \u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u7d50\u679c\u3092\u8aad\u307f\u8fbc\u3080\nwith open(&#039;drive\/My Drive\/Colab Notebooks\/syosetu\/novel_cluster.csv&#039;, &#039;r&#039;) as f:\n  reader = csv.reader(f)\n  for row in reader:\n    doc = novels&#x5B;int(row&#x5B;0])]&#x5B;1]\n    #doc = &#039; &#039;.join(set(doc.split())) #\u540c\u4e00\u30bf\u30a4\u30c8\u30eb\u5185\u3067\u91cd\u8907\u524a\u9664\n    # \u30af\u30e9\u30b9\u30bf\u30fc\u6bce\u306b\u672c\u6587\u3092\u7e8f\u3081\u308b\n    docs&#x5B;int(row&#x5B;1]) - 1] += &#039; {0}&#039;.format(doc)\n\n# tf-idf\u306e\u8a08\u7b97\nvectorizer = TfidfVectorizer(max_df=0.90, max_features=100)\n# \u6587\u66f8\u5168\u4f53\u306e90%\u4ee5\u4e0a\u3067\u51fa\u73fe\u3059\u308b\u5358\u8a9e\u306f\u7121\u8996\u3059\u308b\n# \u4e14\u3064\u3001\u51fa\u73fe\u4e0a\u4f4d100\u307e\u3067\u306e\u5358\u8a9e\u3067\u8a08\u7b97\u3059\u308b\nX = vectorizer.fit_transform(docs)\n#print(&#039;feature_names:&#039;, vectorizer.get_feature_names())\n\nwords = vectorizer.get_feature_names()\nfor doc_id, vec in zip(range(len(docs)), X.toarray()):\n  print(&#039;doc_id:&#039;, doc_id + 1)\n  for w_id, tfidf in sorted(enumerate(vec), key=lambda x: x&#x5B;1], reverse=True)&#x5B;:20]:\n    lemma = words&#x5B;w_id]\n    print(&#039;\\t{0:s}: {1:f}&#039;.format(lemma, tfidf))\n<\/pre><\/div>\n\n\n<p>\u5b9f\u884c\u7d50\u679c\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3068\u306a\u3063\u305f\u3002<\/p>\n\n\n<div class=\"wp-block-syntaxhighlighter-code \"><pre class=\"brush: plain; gutter: false; title: ; notranslate\" title=\"\">\ndoc_id: 1\t\n\t\u8535\u4eba: 0.364076\n\t\u9b54\u7269: 0.334649\n\t\u30d9\u30eb\u30b0\u30ea\u30d5: 0.296258\n\t\u9b54\u738b: 0.271560\n\t\u30a2\u30f3\u30b8\u30a7\u30ea\u30f3: 0.264133\n\t\u76f4\u7d99: 0.237363\n\t\u30ac\u30ea\u30a6\u30b9: 0.205239\n\t\u9b54\u8853: 0.199051\n\tlv: 0.197992\n\t\u591c\u9727: 0.196315\n\t\u30de\u30a4\u30f3: 0.194641\n\t\u30d1\u30fc\u30c6\u30a3: 0.190183\n\t\u8eab\u4f53: 0.161838\n\t\u5973\u795e: 0.156352\n\t\u30cf\u30f3\u30bf\u30fc: 0.127054\n\t\u9b54\u65cf: 0.118583\n\t\u30e1\u30f3\u30d0\u30fc: 0.107892\n\t\u63a2\u7d22\u8005: 0.106833\n\t\u516c\u7235: 0.104819\n\t\u30d0\u30b9: 0.093903\ndoc_id: 2\t\n\t\u9b54\u7269: 0.409209\n\t\u30c0\u30ea\u30e4: 0.387583\n\t\uff44\uff50: 0.376927\n\t\u30dd\u30fc\u30b7\u30e7\u30f3: 0.287506\n\tlv: 0.255560\n\t\uff4c\uff56: 0.232489\n\t\u30af\u30de: 0.227815\n\t\u30b4\u30d6\u30ea\u30f3: 0.226827\n\t\u8056\u5973: 0.159725\n\t\u85ac\u8349: 0.142533\n\t\u9b54\u77f3: 0.131330\n\t\u5144\u3055\u3093: 0.124231\n\t\u5951\u7d04: 0.119544\n\t\u8a0e\u4f10: 0.111881\n\t\u52a0\u8b77: 0.104218\n\t\uff48\uff50: 0.102685\n\t\u30dc\u30c3\u30af\u30b9: 0.094060\n\t\u91d1\u8ca8: 0.082761\n\t\u9a0e\u58eb\u56e3: 0.082761\n\t\u30d1\u30f3: 0.079863\ndoc_id: 3\t\n\t\u30ea\u30a2\u30e0: 0.810088\n\t\u30c9\u30ed\u30c3\u30d7: 0.416766\n\t\u5c0e\u66f8: 0.335092\n\t\u9818\u5730: 0.152304\n\t\uff48\uff50: 0.102806\n\t\u6bbf\u4e0b: 0.101409\n\t\u30b9\u30b1\u30eb\u30c8\u30f3: 0.076152\n\t\uff4d\uff50: 0.049499\n\t\u7687\u5e1d: 0.044091\n\t\u30ad\u30e3\u30e9: 0.041884\n\t\u738b\u5b50: 0.030461\n\t\u5144\u3055\u3093: 0.017636\n\t\u5192\u967a: 0.011423\n\t\u6bcd\u3055\u3093: 0.011423\n\t\u30af\u30de: 0.010291\n\t\u5831\u916c: 0.007615\n\t\u7d4c\u9a13\u5024: 0.007615\n\t\u4ed8\u4e0e: 0.003808\n\t\u5951\u7d04: 0.003808\n\t\u63a1\u53d6: 0.003808\ndoc_id: 4\t\n\t\u540d\u7121\u3057: 0.424656\n\t\u30b9\u30d0\u30eb: 0.420209\n\t\u30b3\u30bf\u30ed\u30fc: 0.326830\n\t\u771f\u663c: 0.262535\n\t\u9451\u5b9a: 0.215285\n\t\u8010\u6027: 0.200477\n\t\u30cb\u30fc\u30c8: 0.193944\n\t\u30dc\u30fc\u30ca\u30b9: 0.187787\n\t\u9b54\u7269: 0.174278\n\t\u30dd\u30fc\u30b7\u30e7\u30f3: 0.166195\n\t\uff4c\uff56: 0.163557\n\t\u30ac\u30c1\u30e3: 0.158615\n\t\u30b4\u30d6\u30ea\u30f3: 0.158331\n\tlv: 0.155643\n\t\u30d7\u30ec\u30a4\u30e4\u30fc: 0.132132\n\t\u76d7\u8cca: 0.129854\n\t\u8eab\u4f53: 0.105934\n\t\u30e6\u30cb\u30fc\u30af: 0.091012\n\t\u521d\u671f: 0.088848\n\t\u30ad\u30e3\u30e9: 0.084291\ndoc_id: 5\t\n\t\u30ea\u30fc\u30b7\u30a7: 0.737429\n\t\u738b\u5b50: 0.384356\n\t\u30a2\u30eb\u30ce\u30eb\u30c8: 0.342548\n\t\u6bbf\u4e0b: 0.235180\n\t\u5b66\u9662: 0.227594\n\t\u516c\u7235: 0.123912\n\t\u7687\u5e1d: 0.118855\n\t\u30d0\u30b9: 0.103287\n\t\u5148\u751f: 0.096089\n\t\u5263\u58eb: 0.085170\n\t\u8a13\u7df4: 0.076434\n\t\u6bcd\u3055\u3093: 0.056780\n\t\u5b66\u6821: 0.054596\n\t\u8056\u5973: 0.053105\n\t\u8eab\u4f53: 0.048044\n\t\u305d\u308c\u306a\u308a: 0.043677\n\t\u30ad\u30e3\u30e9: 0.034941\n\t\u6240\u5c5e: 0.034941\n\t\u9a0e\u58eb\u56e3: 0.030574\n\t\u30e1\u30f3\u30d0\u30fc: 0.028390\ndoc_id: 6\t\n\t\u9b54\u7269: 0.419558\n\tlv: 0.318543\n\t\u7d20\u6750: 0.269150\n\t\u5e7c\u5973: 0.265192\n\t\u9b54\u8853: 0.261251\n\t\u30ec\u30a4: 0.259408\n\t\u8eab\u4f53: 0.239465\n\t\u30de\u30a4\u30f3: 0.205894\n\t\u30b4\u30d6\u30ea\u30f3: 0.205821\n\t\u9b54\u77f3: 0.199376\n\t\u723a\u3055\u3093: 0.186030\n\t\u8ee2\u79fb: 0.178751\n\t\u4e07\u80fd: 0.166240\n\t\u305d\u308c\u306a\u308a: 0.112806\n\t\u9280\u8ca8: 0.112292\n\t\u63a1\u53d6: 0.104890\n\t\u304a\u3058\u3055\u3093: 0.103126\n\t\u91d1\u8ca8: 0.096973\n\t\u7f8e\u5973: 0.094994\n\t\u8a13\u7df4: 0.094994\n<\/pre><\/div>\n\n\n<p>\u5f62\u614b\u7d20\u89e3\u6790\u3092\u3057\u305f\u3068\u304d\u306b\u6b8b\u3063\u3066\u3057\u307e\u3063\u305f\u4eba\u540d\u304c\u3044\u304f\u3064\u304b\u542b\u307e\u308c\u3066\u3057\u307e\u3063\u3066\u3044\u308b\u304c\u4eca\u56de\u306f\u7121\u8996\u3059\u308b\u3002<br>\u307e\u305f\u3001\u4e88\u60f3\u306f\u3057\u3066\u3044\u305f\u304c\u30b5\u30f3\u30d7\u30eb\u6570\u304c\u5c11\u306a\u3044\u3053\u3068\u3068\u3001\u4f3c\u3066\u3044\u308b\u5185\u5bb9\u304c\u591a\u3044\u305f\u3081\u7279\u5fb4\u304c\u308f\u304b\u308a\u96e3\u304f\u306a\u3063\u3066\u3057\u307e\u3063\u305f\u3002\u305d\u308c\u3067\u3082\u3042\u308b\u7a0b\u5ea6\u306e\u7279\u5fb4\u306f\u3064\u304b\u3080\u3053\u3068\u304c\u51fa\u6765\u305f\u3002<\/p>\n\n\n\n<p>doc_id: 1<br>\u3000\u3000\u6226\u95d8\u3001\u6226\u4e89\u4e2d\u5fc3\u306e\u8a71\uff1f<br>doc_id: 2<br>\u3000\u3000\u30c0\u30f3\u30b8\u30e7\u30f3\u4e2d\u5fc3\u306e\u8a71\uff1f<br>doc_id: 3<br>\u3000\u3000\u9818\u5730\u7d4c\u55b6\u3001\u5185\u653f\u4e2d\u5fc3\u306e\u8a71\uff1f<br>doc_id: 4<br>\u3000\u3000\u30d5\u30a1\u30f3\u30bf\u30b8\u30fc\u3060\u3051\u3069\u73fe\u5b9f\u8981\u7d20\u5f37\u3081\u306e\u8a71\uff1f<br>doc_id: 5<br>\u3000\u3000\u4e59\u5973\u30b2\u30fc\u30e0\u3001\u5185\u653f\u4e2d\u5fc3\u306e\u8a71\uff1f<br>doc_id: 6<br>\u3000\u3000\u6226\u95d8\u3001\u6226\u4e89\u306f\u5c11\u306a\u305d\u3046\u3002\u307e\u3063\u305f\u308a\u7cfb\u3001\u751f\u7523\u7cfb\u306e\u8a71\uff1f<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u307e\u3068\u3081<\/h2>\n\n\n\n<p>\u6559\u5e2b\u7121\u3057\u3067\u3042\u308b\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001\u3061\u3083\u3093\u3068\u5206\u985e\u51fa\u6765\u308b\u306e\u306f\u9762\u767d\u3044\u3002\u6700\u7d42\u7684\u306b\u3084\u308a\u305f\u3044\u3053\u3068\u306f\u81ea\u5206\u304c\u8aad\u307f\u305f\u3044\u3068\u601d\u3046\u5c0f\u8aac\u3092\u6a5f\u68b0\u5b66\u7fd2\u3067\u63a2\u3059\u3053\u3068\u306a\u306e\u3067\u3001\u4eca\u56de\u306e\u77e5\u898b\u3092\u5f8c\u306b\u751f\u304b\u305b\u308c\u3070\u826f\u3044\u3068\u601d\u3046\u3002<\/p>\n\n\n\n<p class=\"has-text-align-right\"><a href=\"https:\/\/technologyagency.net\/wordpress\/2020\/08\/13\/%e5%b0%8f%e8%aa%ac%e3%82%92%e8%aa%ad%e3%82%82%e3%81%86%e3%82%92doc2vec%e3%81%a7%e8%a7%a3%e6%9e%90%e3%81%99%e3%82%8b4\/\">\u5c0f\u8aac\u3092\u8aad\u3082\u3046\u306e\u7d2f\u8a08\u30e9\u30f3\u30ad\u30f3\u30b0\u3092Doc2Vec\u3067\u89e3\u6790\u3059\u308b \u305d\u306e\uff14<\/a>\u3078\u7d9a\u304f\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5c0f\u8aac\u3092\u8aad\u3082\u3046\u306e\u7d2f\u8a08\u30e9\u30f3\u30ad\u30f3\u30b0\u3092Doc2Vec\u3067\u89e3\u6790\u3059\u308b \u305d\u306e\uff12\u306e\u7d9a\u304d\u3002 \u524d\u56de\u7d2f\u7a4d\u30e9\u30f3\u30ad\u30f3\u30b0\u306e\u30af\u30e9\u30b9\u30bf\u30fc\u3092\u76ee\u8996\u3067\u78ba\u8a8d\u3092\u3057\u305f\u304c\u3001\u305d\u308c\u305e\u308c\u306e\u7279\u5fb4\u3092\u7684\u78ba\u306b\u6349\u3048\u308b\u3053\u3068\u306f\u51fa\u6765\u306a\u304b\u3063\u305f\u3002\u4eca\u56de\u306f\u30af\u30e9\u30b9\u30bf\u30fc\u306e\u7279\u5fb4\u3092TF-IDF\u3092\u4f7f\u3063\u3066\u62bd\u51fa &hellip; <a href=\"https:\/\/technologyagency.net\/wordpress\/2020\/08\/01\/%e5%b0%8f%e8%aa%ac%e3%82%92%e8%aa%ad%e3%82%82%e3%81%86%e3%82%92doc2vec%e3%81%a7%e8%a7%a3%e6%9e%90%e3%81%99%e3%82%8b3\/\" class=\"more-link\"><span 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