{"id":470,"date":"2020-07-30T16:10:17","date_gmt":"2020-07-30T07:10:17","guid":{"rendered":"https:\/\/technologyagency.net\/wordpress\/?p=470"},"modified":"2020-09-20T14:19:11","modified_gmt":"2020-09-20T05:19:11","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%8b2","status":"publish","type":"post","link":"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\/","title":{"rendered":"\u5c0f\u8aac\u3092\u8aad\u3082\u3046\u306e\u7d2f\u8a08\u30e9\u30f3\u30ad\u30f3\u30b0\u3092Doc2Vec\u3067\u89e3\u6790\u3059\u308b \u305d\u306e\uff12"},"content":{"rendered":"\n<p><a href=\"https:\/\/technologyagency.net\/wordpress\/2020\/09\/02\/%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%8b5\/\">\u5c0f\u8aac\u3092\u8aad\u3082\u3046\u306e\u7d2f\u8a08\u30e9\u30f3\u30ad\u30f3\u30b0\u3092Doc2Vec\u3067\u89e3\u6790\u3059\u308b<\/a>\u306e\u7d9a\u304d\u3002<\/p>\n\n\n\n<p>\u524d\u56de\u5b66\u7fd2\u6e08\u307f\u30e2\u30c7\u30eb\u306b\u3088\u3063\u3066\u5c0f\u8aac\u9593\u306e\u985e\u4f3c\u5ea6\u3092\u898b\u308b\u3053\u3068\u304c\u51fa\u6765\u305f\u3002\u4eca\u5ea6\u306f\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3092\u884c\u3046\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u524d\u56de\u306e\u30e2\u30c7\u30eb\u3092\u6539\u5584\u3059\u308b<\/h2>\n\n\n\n<p>\u6b21\u306b\u9032\u3080\u524d\u306b\u5c11\u3057\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u306e\u51e6\u7406\u3092\u4fee\u6b63\u3059\u308b\u30021\u304b\u30895\u8a71\u307e\u3067\u53d6\u5f97\u3059\u308b\u69d8\u306b\u3057\u3066\u3044\u305f\u304c\u3001\u4f5c\u54c1\u306b\u3088\u3063\u30661\u8a71\u5f53\u305f\u308a\u306e\u6587\u5b57\u6570\u306b\u304b\u306a\u308a\u5dee\u304c\u3042\u308b\u306e\u3067\u3001\u5358\u8a9e\u6570\u3092\u57fa\u6e96\u306b\u672c\u6587\u3092\u53d6\u5f97\u3059\u308b\u3088\u3046\u306b\u5909\u66f4\u3059\u308b\u3002\u307e\u305f\u30b5\u30f3\u30d7\u30eb\u3092Top 100\uff08\u3053\u308c\u3067\u3082\u304b\u306a\u308a\u5c11\u306a\u3044\uff09\u307e\u3067\u5897\u3084\u3059\u3002<\/p>\n\n\n<div class=\"wp-block-syntaxhighlighter-code \"><pre class=\"brush: python; title: ; notranslate\" title=\"\">\n# \u7d2f\u8a08\u30e9\u30f3\u30ad\u30f3\u30b0\u3092Top100\u307e\u3067\u53d6\u5f97\ndef novel_total():\n  headers = {\n    &#039;User-Agent&#039;:\n    &#039;Mozilla\/5.0 (Windows NT 10.0; WOW64; Trident\/7.0; rv:11.0) like Gecko&#039;\n  }\n  r = requests.get(&#039;http:\/\/yomou.syosetu.com\/rank\/list\/type\/total_total\/&#039;, headers=headers, timeout=20)\n  r.encoding = r.apparent_encoding\n  soup =  BeautifulSoup(r.text)\n  rank_index = soup.find_all(&#039;div&#039;, class_=&#039;rank_h&#039;)\n  sleep(1)\n  with open(&#039;drive\/My Drive\/Colab Notebooks\/syosetu\/novel_datas.txt&#039;, &#039;w&#039;) as f:\n    for rank in range(100):\n      link = rank_index&#x5B;rank].find(&#039;a&#039;)\n      url = link.get(&#039;href&#039;)\n      title = link.get_text()\n      # \u5f8c\u3067\u308f\u304b\u308a\u3084\u3059\u3044\u3088\u3046\u306bURL\u3068\u5c0f\u8aac\u306e\u30bf\u30a4\u30c8\u30eb\u3092\u8a2d\u5b9a\n      f.write(&#039;{0}\\t{1}\\t&#039;.format(url, title))\n      print(&#039;rank:{0} title:{1}&#039;.format(rank + 1, title))\n      chapter = 0\n      word_count = 0\n      while word_count &lt; 5000 and chapter &lt; 40:\n        # \u5358\u8a9e\u304c5000\u672a\u6e80\u304b\u3064\u300140\u8a71\u4ee5\u4e0b\u306e\u9593\u7e70\u308a\u8fd4\u3057\u53d6\u5f97\u3059\u308b\n        try:\n          words = keitaiso(novel_text_dler(&#039;{0}{1}\/&#039;.format(url, chapter + 1)))\n        except (HTTPError, URLError) as e:\n          print(e)\n          break\n        except socket.timeout as e:\n          print(e)\n          continue\n        else:\n          f.write(words)\n          print(&#039;chapter:{0}&#039;.format(chapter + 1))\n          word_count += len(words.split())\n        chapter += 1\n      f.write(&#039;\\n&#039;)\n<\/pre><\/div>\n\n\n<p>\u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3059\u308b\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u3082\u5c11\u3057\u5909\u66f4\u3059\u308b\u3002<\/p>\n\n\n<div class=\"wp-block-syntaxhighlighter-code \"><pre class=\"brush: python; title: ; notranslate\" title=\"\">\n# \u5b66\u7fd2\u306e\u5b9f\u884c\nm = Doc2Vec(documents=trainings, dm=1, vector_size=400, min_count=4, workers=4, epochs=40)\n<\/pre><\/div>\n\n\n<p>\u5b9f\u884c\u7d50\u679c\u3092\u78ba\u8a8d\u3059\u308b\u3002<\/p>\n\n\n<div class=\"wp-block-syntaxhighlighter-code \"><pre class=\"brush: python; title: ; notranslate\" title=\"\">\nm = Doc2Vec.load(&#039;drive\/My Drive\/Colab Notebooks\/syosetu\/doc2vec.model&#039;)\n# 0\u756a\u76ee\u306e\u5c0f\u8aac\u306b\u4f3c\u3066\u3044\u308b\u5c0f\u8aac\u306f\uff1f\uff080\u756a\u76ee\u306e\u5c0f\u8aac\u306e\u30bf\u30a4\u30c8\u30eb\u306f\u3001\u300c\u8ee2\u751f\u3057\u305f\u3089\u30b9\u30e9\u30a4\u30e0\u3060\u3063\u305f\u4ef6\u300d\uff09\nprint(m.docvecs.most_similar(0))\n<\/pre><\/div>\n\n\n<p>\u524d\u56de\uff1a<br>[(27, 0.3229605555534363), (11, 0.27810564637184143), (42, 0.24812708795070648), (13, 0.2365787774324417), (29, 0.22865955531597137), (33, 0.21636559069156647), (22, 0.19751328229904175), (20, 0.18333640694618225), (36, 0.1763637661933899), (25, 0.1638755202293396)]<br>\u4eca\u56de\uff1a<br>[(27, 0.2789984941482544), (13, 0.26930510997772217), (60, 0.2584960460662842), (48, 0.25848516821861267), (68, 0.24882027506828308), (33, 0.24246476590633392), (49, 0.23103246092796326), (52, 0.22929105162620544), (94, 0.22420653700828552), (12, 0.22121790051460266)]<\/p>\n\n\n\n<p>\u4e00\u756a\u76ee\u304c\u300c27\uff1a\u30e2\u30f3\u30b9\u30bf\u30fc\u304c\u3042\u3075\u308c\u308b\u4e16\u754c\u306b\u306a\u3063\u305f\u306e\u3067\u3001\u597d\u304d\u306b\u751f\u304d\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u300d\u3067\u3042\u308b\u306e\u306f\u5909\u66f4\u306a\u3057\u3067\u3042\u308b\u304c\u3001\u4e8c\u756a\u76ee\u306b\u306f\u300c13\uff1a\u7570\u4e16\u754c\u306e\u3093\u3073\u308a\u8fb2\u5bb6\u300d\u304c\u51fa\u3066\u6765\u305f\u3002\u30c1\u30fc\u30c8\u3050\u3089\u3044\u3057\u304b\u5171\u901a\u70b9\u306f\u306a\u3055\u305d\u3046\u3002\u8a66\u3057\u306bwindow\u3092\u30c7\u30d5\u30a9\u30eb\u30c8\u306e8\u304b\u308916\u306b\u5897\u3084\u3057\u3066\u307f\u308b\u3002<\/p>\n\n\n\n<p>\u3059\u308b\u3068\u3053\u306e\u3088\u3046\u306b\u306a\u3063\u305f\u3002<br>[(60, 0.3200589418411255), (52, 0.3115108609199524), (27, 0.31150585412979126), (49, 0.2996276319026947), (13, 0.299365371465683), (18, 0.2926834225654602), (97, 0.2818679213523865), (12, 0.2745039761066437), (29, 0.2639138996601105), (68, 0.2628819942474365)]<\/p>\n\n\n\n<p>\u4e00\u756a\u76ee\u306f\u300c60\uff1a\u8056\u8005\u7121\u53cc\u3000\uff5e\u30b5\u30e9\u30ea\u30fc\u30de\u30f3\u3001\u7570\u4e16\u754c\u3067\u751f\u304d\u6b8b\u308b\u305f\u3081\u306b\u6b69\u3080\u9053\uff5e\u300d\u3001\u4e8c\u756a\u76ee\u306f\u300c52\uff1a\u9032\u5316\u306e\u5b9f\uff5e\u77e5\u3089\u306a\u3044\u3046\u3061\u306b\u52dd\u3061\u7d44\u4eba\u751f\uff5e\u300d\u3068\u306a\u3063\u305f\u3002\u4eca\u5ea6\u306f\u300c\u6b8b\u9177\u306a\u63cf\u5199\u3042\u308a\u300d\u3001\u300c\u7570\u4e16\u754c\u300d\u3001\u300c\u30cf\u30fc\u30ec\u30e0\u300d\u3001\u300c\u30c1\u30fc\u30c8\u300d\u3068\u5171\u901a\u70b9\u306f\u591a\u305d\u3046\u306a\u306e\u3067\u3053\u3061\u3089\u3092\u63a1\u7528\u3059\u308b\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u30af\u30e9\u30b9\u30bf\u30fc\u5206\u6790\u3059\u308b<\/h2>\n\n\n\n<p>\u4eca\u56de\u3082\u300c<a href=\"https:\/\/aidemy.hatenablog.com\/entry\/2018\/10\/16\/125954\">Doc2Vec\u3092\u4f7f\u3063\u3066\u5c0f\u8aac\u5bb6\u306b\u306a\u308d\u3046\u3067\u81ea\u5206\u597d\u307f\u306e\u5c0f\u8aac\u3092\u898b\u3064\u3051\u305f\u3044\u8a71<\/a>\u300d\u3092\u53c2\u8003\u306b\u3055\u305b\u3066\u9802\u3044\u305f\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u3089\u306f\u4fbf\u5229\u306a\u95a2\u6570\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3001\u305d\u308c\u3089\u306b\u5024\u3092\u6e21\u3059\u3060\u3051\u3067\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u304b\u3089\u56f3\u306e\u4f5c\u6210\u307e\u3067\u884c\u3048\u308b\u3002<\/p>\n\n\n<div class=\"wp-block-syntaxhighlighter-code \"><pre class=\"brush: python; title: ; notranslate\" title=\"\">\nimport numpy as np\nimport matplotlib.pyplot as plt\nfrom gensim.models.doc2vec import Doc2Vec\nfrom scipy.cluster.hierarchy import linkage, fcluster, dendrogram\nfrom matplotlib.font_manager import FontProperties\n\n# \u968e\u5c64\u578b\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306e\u5b9f\u65bd\ndef hierarchical_clustering(emb, threshold):\n  # \u30a6\u30a9\u30fc\u30c9\u6cd5 x \u30e6\u30fc\u30af\u30ea\u30c3\u30c9\u8ddd\u96e2\n  linkage_result = linkage(emb, method=&#039;ward&#039;, metric=&#039;euclidean&#039;)\n  # \u30af\u30e9\u30b9\u30bf\u5206\u3051\u3059\u308b\u3057\u304d\u3044\u5024\u3092\u6c7a\u3081\u308b\n  threshold_distance = threshold * np.max(linkage_result&#x5B;:, 2])\n  # \u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u7d50\u679c\u306e\u5024\u3092\u53d6\u5f97\n  clustered = fcluster(linkage_result, threshold_distance, criterion=&#039;distance&#039;)\n  print(&quot;end clustering.&quot;)\n  return linkage_result, threshold_distance, clustered\n\n# \u968e\u5c64\u578b\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306e\u53ef\u8996\u5316\ndef plot_dendrogram(linkage_result, doc_labels, threshold):\n  fp = FontProperties(fname=r&#039;drive\/My Drive\/Colab Notebooks\/IPAexfont00301\/ipaexg.ttf&#039;)\n  plt.figure(figsize=(16, 8), facecolor=&#039;w&#039;, edgecolor=&#039;k&#039;)\n  dendrogram(linkage_result, labels=doc_labels, color_threshold=threshold)\n  plt.title(&#039;Dendrogram&#039;, fontproperties=fp)\n  plt.xticks(fontsize=10)\n  print(&#039;end plot.&#039;)\n  plt.savefig(&#039;drive\/My Drive\/Colab Notebooks\/syosetu\/novel_hierarchy.png&#039;)\n\n# \u968e\u5c64\u578b\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u7d50\u679c\u306e\u4fdd\u5b58\ndef save_cluster(doc_index, clustered):\n  doc_cluster = np.array(&#x5B;doc_index, clustered])\n  doc_cluster = doc_cluster.T\n  doc_cluster = doc_cluster.astype(np.dtype(int).type)\n  doc_cluster = doc_cluster&#x5B;np.argsort(doc_cluster&#x5B;:, 1])]\n  np.savetxt(&#039;drive\/My Drive\/Colab Notebooks\/syosetu\/novel_cluster.csv&#039;, doc_cluster, delimiter=&#039;,&#039;, fmt=&#039;%.0f&#039;)\n  print(&#039;save cluster.&#039;)\n\nm = Doc2Vec.load(&#039;drive\/My Drive\/Colab Notebooks\/syosetu\/doc2vec.model&#039;)\nvectors_list = &#x5B;m.docvecs&#x5B;n] for n in range(len(m.docvecs))]\n\nthreshold = 0.8\nlinkage_result, threshold, clustered = hierarchical_clustering(emb=vectors_list, threshold=threshold)\nplot_dendrogram(linkage_result=linkage_result, doc_labels=list(range(100)), threshold=threshold)\nsave_cluster(list(range(100)), clustered)\n<\/pre><\/div>\n\n\n<p>\u5b9f\u884c\u3059\u308b\u3068\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u753b\u50cf\u304c\u8868\u793a\u3055\u308c\u308b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"512\" src=\"https:\/\/technologyagency.net\/wordpress\/wp-content\/uploads\/2020\/07\/novel_hierarchy-1024x512.png\" alt=\"\" class=\"wp-image-486\" srcset=\"https:\/\/technologyagency.net\/wordpress\/wp-content\/uploads\/2020\/07\/novel_hierarchy-1024x512.png 1024w, https:\/\/technologyagency.net\/wordpress\/wp-content\/uploads\/2020\/07\/novel_hierarchy-300x150.png 300w, https:\/\/technologyagency.net\/wordpress\/wp-content\/uploads\/2020\/07\/novel_hierarchy-768x384.png 768w, https:\/\/technologyagency.net\/wordpress\/wp-content\/uploads\/2020\/07\/novel_hierarchy.png 1152w\" sizes=\"auto, (max-width: 709px) 85vw, (max-width: 909px) 67vw, (max-width: 1362px) 62vw, 840px\" \/><\/figure>\n\n\n\n<p>100\u30bf\u30a4\u30c8\u30eb\u306e\u5c0f\u8aac\u304c6\u3064\u306b\u5206\u985e\u3055\u308c\u305f\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u30af\u30e9\u30b9\u30bf\u30fc\u5206\u6790\u7d50\u679c\u3092\u691c\u8a3c\u3059\u308b<\/h2>\n\n\n\n<p>\u30b0\u30e9\u30d5\u3092\u898b\u308b\u9650\u308a\u305d\u308c\u305e\u308c\u306e\u5c0f\u8aac\u306e\u985e\u4f3c\u5ea6\u306f\u9ad8\u3044\u3068\u306f\u8a00\u3048\u305a\u6e80\u904d\u306a\u304f\u5206\u5e03\u3057\u3066\u3044\u308b\u3002\u5ff5\u306e\u305f\u3081\u5c0f\u8aac\u306e\u7279\u5fb4\u306b\u3042\u3063\u305f\u5206\u985e\u304c\u3055\u308c\u3066\u3044\u308b\u304b\u76ee\u8996\u3067\u78ba\u8a8d\u3059\u308b\u3002\uff08\u6a5f\u68b0\u7684\u306b\u78ba\u8a8d\u3059\u308b\u51e6\u7406\u306e\u4f5c\u6210\u306f\u6b21\u56de\uff09\uff13\u3001\uff15\u306e\u30af\u30e9\u30b9\u30bf\u30fc\u306f\u6bd4\u8f03\u7684\u7279\u5fb4\u304c\u308f\u304b\u308a\u3084\u3059\u3044\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td>63<\/td><td>3<\/td><td>\u30ec\u30d9\u30eb\uff11\u3060\u3051\u3069\u30e6\u30cb\u30fc\u30af\u30b9\u30ad\u30eb\u3067\u6700\u5f37\u3067\u3059<\/td><\/tr><tr><td>51<\/td><td>3<\/td><td>\u4e59\u5973\u30b2\u30fc\u4e16\u754c\u306f\u30e2\u30d6\u306b\u53b3\u3057\u3044\u4e16\u754c\u3067\u3059<\/td><\/tr><tr><td>53<\/td><td>3<\/td><td>\u4ffa\u306f\u661f\u9593\u56fd\u5bb6\u306e\u60aa\u5fb3\u9818\u4e3b\uff01<\/td><\/tr><tr><td>39<\/td><td>3<\/td><td>\u6ca1\u843d\u4e88\u5b9a\u306e\u8cb4\u65cf\u3060\u3051\u3069\u3001\u6687\u3060\u3063\u305f\u304b\u3089\u9b54\u6cd5\u3092\u6975\u3081\u3066\u307f\u305f<\/td><\/tr><tr><td>34<\/td><td>3<\/td><td>\u8cb4\u65cf\u8ee2\u751f\uff5e\u6075\u307e\u308c\u305f\u751f\u307e\u308c\u304b\u3089\u6700\u5f37\u306e\u529b\u3092\u5f97\u308b<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td>82<\/td><td>5<\/td><td>\u8ee2\u751f\u738b\u5973\u306f\u4eca\u65e5\u3082\u65d7\u3092\u53e9\u304d\u6298\u308b\u3002<\/td><\/tr><tr><td>88<\/td><td>5<\/td><td>\u7518\u304f\u512a\u3057\u3044\u4e16\u754c\u3067\u751f\u304d\u308b\u306b\u306f<\/td><\/tr><tr><td>79<\/td><td>5<\/td><td>\u4eca\u5ea6\u306f\u7d76\u5bfe\u306b\u90aa\u9b54\u3057\u307e\u305b\u3093\u3063\uff01<\/td><\/tr><tr><td>15<\/td><td>5<\/td><td>\u8b19\u865a\u3001\u5805\u5b9f\u3092\u30e2\u30c3\u30c8\u30fc\u306b\u751f\u304d\u3066\u304a\u308a\u307e\u3059\uff01<\/td><\/tr><tr><td>10<\/td><td>5<\/td><td>\u4e00\u5104\u5e74\u30dc\u30bf\u30f3\u3092\u9023\u6253\u3057\u305f\u4ffa\u306f\u3001\u6c17\u4ed8\u3044\u305f\u3089\u6700\u5f37\u306b\u306a\u3063\u3066\u3044\u305f\uff5e\u843d\u7b2c\u5263\u58eb\u306e\u5b66\u9662\u7121\u53cc\uff5e<\/td><\/tr><tr><td>35<\/td><td>5<\/td><td>\u4e59\u5973\u30b2\u30fc\u30e0\u306e\u7834\u6ec5\u30d5\u30e9\u30b0\u3057\u304b\u306a\u3044\u60aa\u5f79\u4ee4\u5b22\u306b\u8ee2\u751f\u3057\u3066\u3057\u307e\u3063\u305f\u2026<\/td><\/tr><tr><td>6<\/td><td>5<\/td><td>\u9670\u306e\u5b9f\u529b\u8005\u306b\u306a\u308a\u305f\u304f\u3066\uff01\u3010web\u7248\u3011<\/td><\/tr><tr><td>1<\/td><td>5<\/td><td>\u3042\u308a\u3075\u308c\u305f\u8077\u696d\u3067\u4e16\u754c\u6700\u5f37<\/td><\/tr><tr><td>59<\/td><td>5<\/td><td>\u30eb\u30fc\u30d77\u56de\u76ee\u306e\u60aa\u5f79\u4ee4\u5b22\u306f\u3001\u5143\u6575\u56fd\u3067\u81ea\u7531\u6c17\u307e\u307e\u306a\u82b1\u5ac1\uff08\u4eba\u8cea\uff09\u751f\u6d3b\u3092\u6e80\u55ab\u3059\u308b<\/td><\/tr><tr><td>28<\/td><td>5<\/td><td>\u516c\u7235\u4ee4\u5b22\u306e\u55dc\u307f<\/td><\/tr><tr><td>85<\/td><td>5<\/td><td>\u9ed2\u306e\u9b54\u738b<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u30af\u30e9\u30b9\u30bf\u30fc3\u306e\u7279\u5fb4\u306f\u300c\u7570\u4e16\u754c 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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\/\">\u5c0f\u8aac\u3092\u8aad\u3082\u3046\u306e\u7d2f\u8a08\u30e9\u30f3\u30ad\u30f3\u30b0\u3092Doc2Vec\u3067\u89e3\u6790\u3059\u308b \u305d\u306e\uff13<\/a>\u306b\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\u306e\u7d9a\u304d\u3002 \u524d\u56de\u5b66\u7fd2\u6e08\u307f\u30e2\u30c7\u30eb\u306b\u3088\u3063\u3066\u5c0f\u8aac\u9593\u306e\u985e\u4f3c\u5ea6\u3092\u898b\u308b\u3053\u3068\u304c\u51fa\u6765\u305f\u3002\u4eca\u5ea6\u306f\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3092\u884c\u3046\u3002 \u524d\u56de\u306e\u30e2\u30c7\u30eb\u3092\u6539\u5584\u3059\u308b \u6b21\u306b\u9032\u3080\u524d\u306b\u5c11\u3057\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u306e\u51e6\u7406\u3092\u4fee\u6b63 &hellip; <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\/\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;\u5c0f\u8aac\u3092\u8aad\u3082\u3046\u306e\u7d2f\u8a08\u30e9\u30f3\u30ad\u30f3\u30b0\u3092Doc2Vec\u3067\u89e3\u6790\u3059\u308b \u305d\u306e\uff12&#8221; \u306e<\/span>\u7d9a\u304d\u3092\u8aad\u3080<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[41],"tags":[47,46,51],"class_list":["post-470","post","type-post","status-publish","format-standard","hentry","category-python","tag-doc2vec","tag-46","tag-51"],"yoast_head":"<!-- This site is optimized with the Yoast SEO 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