{"id":445,"date":"2020-07-26T18:37:40","date_gmt":"2020-07-26T09:37:40","guid":{"rendered":"https:\/\/technologyagency.net\/wordpress\/?p=445"},"modified":"2020-09-20T13:47:40","modified_gmt":"2020-09-20T04:47:40","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%8b","status":"publish","type":"post","link":"https:\/\/technologyagency.net\/wordpress\/2020\/07\/26\/%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%8b\/","title":{"rendered":"\u5c0f\u8aac\u3092\u8aad\u3082\u3046\u306e\u7d2f\u8a08\u30e9\u30f3\u30ad\u30f3\u30b0\u3092Doc2Vec\u3067\u89e3\u6790\u3059\u308b"},"content":{"rendered":"\n

\u5c0f\u8aac\u3092\u8aad\u3082\u3046<\/a>\u306e\u7d2f\u8a08\u30e9\u30f3\u30ad\u30f3\u30b0<\/a>\u3092Doc2Vec\u3067\u89e3\u6790\u3057\u3066\u3001\u8272\u3005\u904a\u3093\u3067\u307f\u308b\u3002
\u300cDoc2Vec\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

(9\/2 \u8ffd\u8a18\uff1a \u4e0b\u8a18\u306e\u30b3\u30fc\u30c9\u3092\u4fee\u6b63\u3057\u3066GitHub Gist\u306b\u8f09\u305b\u307e\u3057\u305f\u3002=> \u5c0f\u8aac\u3092\u8aad\u3082\u3046\u306e\u7d2f\u8a08\u30e9\u30f3\u30ad\u30f3\u30b0\u3092Doc2Vec\u3067\u89e3\u6790\u3059\u308b \u305d\u306e\uff15<\/a>)<\/p>\n\n\n\n

\u5c0f\u8aac\u306e\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0<\/h2>\n\n\n\n

Google Colaboratory\u3092\u4f7f\u3063\u3066\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u4f5c\u6210\u3057\u3066\u3044\u304f\u305f\u3081\u3001\u307e\u305a\u306f\u8af8\u3005\u5fc5\u8981\u306a\u3082\u306e\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3002<\/p>\n\n\n

\n!apt install aptitude swig\n!aptitude install mecab libmecab-dev mecab-ipadic-utf8 git make curl xz-utils file -y\n!pip install mecab-python3 unidic-lite\n!git clone --depth 1 https:\/\/github.com\/neologd\/mecab-ipadic-neologd.git\n!echo yes | mecab-ipadic-neologd\/bin\/install-mecab-ipadic-neologd -n -a\n<\/pre><\/div>\n\n\n
\u524d\u6e96\u5099\u3068\u3057\u3066\u3001\u5f62\u614b\u7d20\u89e3\u6790\u3092\u884c\u3044\u6587\u7ae0\u3092\u5358\u8a9e\u6bce\u306b\u5206\u3051\u308b\u5fc5\u8981\u304c\u3042\u308b\u3002\u305d\u306e\u6642\u65e5\u672c\u8a9e\u8f9e\u66f8\u304c\u5fc5\u8981\u306b\u306a\u308b\u304c\u3001\u4eca\u56de\u306fmecab-ipadic-NEologd<\/a>\u3092\u4f7f\u3046\u3053\u3068\u306b\u3057\u305f\u3002\u5c0f\u8aac\u3092\u8aad\u3082\u3046\u306e\u6587\u7ae0\u306b\u306f\u65b0\u3057\u3044\u8868\u73fe\u304c\u591a\u3044\u3068\u601d\u308f\u308c\u308b\u305f\u3081\u3001\u591a\u6570\u306eWeb\u4e0a\u306e\u8a00\u8a9e\u8cc7\u6e90\u304b\u3089\u5f97\u305f\u65b0\u8a9e\u3092\u8ffd\u52a0\u3059\u308b\u3053\u3068\u3067\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u3066\u3044\u308b\u3053\u306e\u8f9e\u66f8\u304c\u6700\u9069\u3068\u5224\u65ad\u3057\u305f\u3002<\/p>\n\n\n\n
\u4ee5\u4e0b\u306e\u30b3\u30fc\u30c9\u3067\u5b9f\u969b\u306b\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3057\u3001\u6587\u7ae0\u3092\u53d6\u5f97\u3057\u5f62\u614b\u7d20\u89e3\u6790\u3092\u884c\u3063\u3066\u304b\u3089Google Drive\u306b\u4fdd\u5b58\u3059\u308b\u3002\uff08Google Drive\u3092\u30de\u30a6\u30f3\u30c8\u3059\u308b\u65b9\u6cd5\u306f\u3053\u3061\u3089<\/a>\u3092\u53c2\u7167\uff09<\/p>\n\n\n
\nimport requests\nimport subprocess\nimport MeCab\nfrom bs4 import BeautifulSoup\nfrom time import sleep\n\n# \u672c\u6587\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\ndef novel_text_dler(url):\n  headers = {\n    'User-Agent':\n    'Mozilla\/5.0 (Windows NT 10.0; WOW64; Trident\/7.0; rv:11.0) like Gecko'\n  }\n  r = requests.get(url, headers=headers)\n  r.encoding = r.apparent_encoding\n  soup =  BeautifulSoup(r.text)\n  honbun = soup.find_all('div', class_='novel_view')\n  novel = ''\n  for text in honbun:\n    novel += text.text\n  sleep(1)\n  return novel\n\n# \u5f62\u614b\u7d20\u89e3\u6790\ndef keitaiso(text):\n  cmd = 'echo `mecab-config --dicdir`"\/mecab-ipadic-neologd"'\n  path = (subprocess.Popen(cmd, stdout=subprocess.PIPE, shell=True).communicate()[0]).decode('utf-8')\n  tagger = MeCab.Tagger('-d {0}'.format(path))\n  tagger.parse('')\n  node = tagger.parseToNode(text)\n  word = ''\n  pre_feature = ''\n  while node:\n    # \u540d\u8a5e\u3001\u5f62\u5bb9\u8a5e\u3001\u52d5\u8a5e\u3001\u5f62\u5bb9\u52d5\u8a5e\u3067\u3042\u308b\u304b\u5224\u5b9a\n    HANTEI = "\u540d\u8a5e" in node.feature\n    HANTEI = "\u5f62\u5bb9\u8a5e" in node.feature or HANTEI\n    HANTEI = "\u52d5\u8a5e" in node.feature or HANTEI\n    HANTEI = "\u5f62\u5bb9\u52d5\u8a5e" in node.feature or HANTEI\n    # \u4ee5\u4e0b\u306b\u8a72\u5f53\u3059\u308b\u5834\u5408\u306f\u9664\u5916\uff08\u30b9\u30c8\u30c3\u30d7\u30ef\u30fc\u30c9\uff09\n    HANTEI = (not "\u4ee3\u540d\u8a5e" in node.feature) and HANTEI\n    HANTEI = (not "\u52a9\u52d5\u8a5e" in node.feature) and HANTEI\n    HANTEI = (not "\u975e\u81ea\u7acb" in node.feature) and HANTEI\n    HANTEI = (not "\u6570" in node.feature) and HANTEI\n    HANTEI = (not "\u4eba\u540d" in node.feature) and HANTEI\n    if HANTEI:\n      if ("\u540d\u8a5e\u63a5\u7d9a" in pre_feature and "\u540d\u8a5e" in node.feature) or ("\u63a5\u5c3e" in node.feature):\n        word += '{0}'.format(node.surface)\n      else:\n        word += ' {0}'.format(node.surface)\n      #print('{0} {1}'.format(node.surface, node.feature))\n    pre_feature = node.feature\n    node = node.next\n  return word[1:]\n\n# \u7d2f\u8a08\u30e9\u30f3\u30ad\u30f3\u30b0Top50\u306e1\u304b\u30895\u8a71\u3092\u53d6\u5f97\ndef novel_total_50():\n  headers = {\n    'User-Agent':\n    'Mozilla\/5.0 (Windows NT 10.0; WOW64; Trident\/7.0; rv:11.0) like Gecko'\n  }\n  r = requests.get('http:\/\/yomou.syosetu.com\/rank\/list\/type\/total_total\/', headers=headers)\n  r.encoding = r.apparent_encoding\n  soup =  BeautifulSoup(r.text)\n  rank_index = soup.find_all('div', class_='rank_h')\n  sleep(1)\n  with open('drive\/My Drive\/Colab Notebooks\/syosetu\/novel_datas.txt', 'w') as f:\n    for rank in range(50):\n      link = rank_index[rank].find('a')\n      url = link.get('href')\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(url + '\\t' + link.get_text() + '\\t')\n      for chapter in range(5):\n        f.write(keitaiso(novel_text_dler(url + str(chapter + 1) + '\/')))\n      f.write('\\n')\n\nnovel_total_50()\n<\/pre><\/div>\n\n\n
\u5b66\u7fd2\u6e08\u307f\u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3059\u308b<\/h2>\n\n\n\n
\u6e96\u5099\u304c\u51fa\u6765\u305f\u3089\u3001Doc2Vec\u3092\u5b9f\u884c\u3057\u5b66\u7fd2\u6e08\u307f\u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3059\u308b\u3002<\/p>\n\n\n
\nfrom gensim.models.doc2vec import Doc2Vec, TaggedDocument\n\n# \u7a7a\u767d\u3067\u5358\u8a9e\u3092\u533a\u5207\u308a\u3001\u6539\u884c\u3067\u6587\u66f8\u3092\u533a\u5207\u3063\u3066\u3044\u308b\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\nwith open('drive\/My Drive\/Colab Notebooks\/syosetu\/novel_datas.txt', 'r') as f:\n  # \u6587\u66f8\u3054\u3068\u306b\u5358\u8a9e\u3092\u5206\u5272\u3057\u3066\u30ea\u30b9\u30c8\u306b\u3059\u308b\n  trainings = [TaggedDocument(words = data.split('\\t')[2].split(), tags=[i]) for i, data in enumerate(f)]\n\n# \u5b66\u7fd2\u306e\u5b9f\u884c\nm = Doc2Vec(documents=trainings, dm=1, vector_size=200, window=8, min_alpha=1e-4, min_count=5, sample=1e-3, workers=4, epochs=40)\n# \u30e2\u30c7\u30eb\u3092\u4fdd\u5b58\nm.save('drive\/My Drive\/Colab Notebooks\/syosetu\/doc2vec.model')\n<\/pre><\/div>\n\n\n
\u5b66\u7fd2\u6e08\u307f\u30e2\u30c7\u30eb\u3092\u691c\u8a3c\u3059\u308b<\/h2>\n\n\n\n
\u5b66\u7fd2\u6e08\u307f\u30e2\u30c7\u30eb\u304c\u4f5c\u6210\u51fa\u6765\u305f\u306e\u3067\u3053\u308c\u3092\u4f7f\u3063\u3066\u8272\u3005\u904a\u3093\u3067\u307f\u308b\u3002<\/p>\n\n\n\n
\u4f3c\u3066\u3044\u308b\u5c0f\u8aac\u3092\u63a2\u3059<\/h3>\n\n\n
\nm = Doc2Vec.load('drive\/My Drive\/Colab Notebooks\/syosetu\/doc2vec.model')\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
\u3059\u308b\u3068\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u7d50\u679c\u304c\u8868\u793a\u3055\u308c\u305f\u3002
[(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)]

\u6700\u521d\u306e\uff13\u3064\u306e\u5c0f\u8aac\u306e\u30bf\u30a4\u30c8\u30eb\u306f\u3001\u4ee5\u4e0b\u306e\u901a\u308a\u3002
\u300027\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
\u300011\uff1a\u8718\u86db\u3067\u3059\u304c\u3001\u306a\u306b\u304b\uff1f
\u300042\uff1a\u5373\u6b7b\u30c1\u30fc\u30c8\u304c\u6700\u5f37\u3059\u304e\u3066\u3001\u7570\u4e16\u754c\u306e\u3084\u3064\u3089\u304c\u307e\u308b\u3067\u76f8\u624b\u306b\u306a\u3089\u306a\u3044\u3093\u3067\u3059\u304c\u3002

\u305d\u3082\u305d\u3082\u3001\u985e\u4f3c\u5ea6\u304c\u9ad8\u304f\u3066\u30820.32\u306a\u306e\u3067\u4f3c\u3066\u3044\u308b\u5c0f\u8aac\u306f\u306a\u3044\u3068\u898b\u305f\u65b9\u304c\u3088\u3055\u305d\u3046\u3002
\u3082\u3046\u5c11\u3057\u7279\u5fb4\u306e\u3042\u308b\u5c0f\u8aac\u3092\u9078\u3093\u3067\u691c\u7d22\u3057\u3066\u307f\u308b\u3002<\/p>\n\n\n
\n# 28\u756a\u76ee\u306e\u5c0f\u8aac\u306b\u4f3c\u3066\u3044\u308b\u5c0f\u8aac\u306f\uff1f\uff0828\u756a\u76ee\u306e\u5c0f\u8aac\u306e\u30bf\u30a4\u30c8\u30eb\u306f\u3001\u300c\u516c\u7235\u4ee4\u5b22\u306e\u55dc\u307f\u300d\uff09\nprint(m.docvecs.most_similar(28))\n<\/pre><\/div>\n\n\n
\u3059\u308b\u3068\u4eca\u5ea6\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u7d50\u679c\u304c\u8868\u793a\u3055\u308c\u305f\u3002
[(35, 0.5070601105690002), (46, 0.35368871688842773), (47, 0.34039080142974854), (15, 0.32830286026000977), (7, 0.30432310700416565), (5, 0.2750416100025177), (8, 0.24726390838623047), (38, 0.23762762546539307), (12, 0.21315187215805054), (17, 0.20340490341186523)]<\/p>\n\n\n\n
\u6700\u521d\u306e\uff13\u3064\u306e\u5c0f\u8aac\u306e\u30bf\u30a4\u30c8\u30eb\u306f\u3001\u4ee5\u4e0b\u306e\u901a\u308a\u3002
35\uff1a\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
46\uff1a(\u00b4\u30fb\u03c9\u30fb`)\u6700\u5f37\u52c7\u8005\u306f\u304a\u6255\u3044\u7bb1\u2192\u9b54\u738b\u306b\u306a\u3063\u305f\u3089\u305a\u3063\u3068\u4ffa\u306e\u7121\u53cc\u30bf\u30fc\u30f3
47\uff1a\u8ee2\u751f\u3057\u305f\u5927\u8056\u5973\u306f\u3001\u8056\u5973\u3067\u3042\u308b\u3053\u3068\u3092\u3072\u305f\u96a0\u3059<\/p>\n\n\n\n
\u4eca\u5ea6\u306f\u985e\u4f3c\u5ea60.5\u306e\u5c0f\u8aac\u304c\u51fa\u3066\u304d\u305f\u304c\u3001\u30bf\u30a4\u30c8\u30eb\u3092\u898b\u308b\u9650\u308a\u304b\u306a\u308a\u4f3c\u3066\u3044\u308b\u6c17\u304c\u3059\u308b\u3002\u305d\u308c\u305e\u308c\u306e\u5c0f\u8aac\u306e\u30bf\u30b0\u3082\u300cR15 \u7570\u4e16\u754c\u8ee2\u751f \u60aa\u5f79\u4ee4\u5b22 \u8ee2\u751f\u300d\u3001\u300c\u7570\u4e16\u754c\u8ee2\u751f \u4e59\u5973\u30b2\u30fc\u30e0 \u60aa\u5f79\u4ee4\u5b22 \u8ee2\u751f \u60aa\u5f79 \u9b54\u6cd5 \u9006\u30cf\u30fc(\u6027\u5225\u554f\u308f\u305a) \u72ac\u3068\u306f\u72ac\u733f\u306e\u4ef2\u300d\u3068\u306a\u3063\u3066\u3044\u308b\u305f\u3081\u3001\u5c0f\u8aac\u306e\u5185\u5bb9\u3082\u8fd1\u3044\u3082\u306e\u3068\u601d\u308f\u308c\u308b\u3002<\/p>\n\n\n\n
\u4f3c\u3066\u3044\u308b\u5358\u8a9e\u3092\u63a2\u3059<\/h3>\n\n\n
\n# \u9b54\u6cd5\u306b\u4f3c\u305f\u5358\u8a9e\u306f\uff1f\nprint(m.wv.most_similar('\u9b54\u6cd5'))\n<\/pre><\/div>\n\n\n
\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u5b9f\u884c\u7d50\u679c\u306b\u306a\u3063\u305f\u3002
[(‘\u4f7f\u3048\u308b’, 0.5868769884109497), (‘\u57fa\u790e\u5f0f’, 0.5487741827964783), (‘\u53e4\u4ee3’, 0.5475476384162903), (‘\u5168\u5c5e\u6027’, 0.5122957229614258), (‘\u6c37’, 0.5110565423965454), (‘\u57fa\u790e’, 0.5063040256500244), (‘\u5931\u308f\u308c’, 0.5040603280067444), (‘\u706b\u708e’, 0.4972696006298065), (‘\u521d\u7d1a’, 0.4933454394340515), (‘\u30c8\u30fc\u30c1’, 0.48877549171447754)]<\/p>\n\n\n\n
\u985e\u4f3c\u5ea6\u304c\u5927\u4f530.5\u7a0b\u5ea6\u306e\u5358\u8a9e\u304c\u51fa\u3066\u6765\u3066\u3044\u308b\u304c\u3001\u51fa\u3066\u304d\u305f\u7406\u7531\u304c\u826f\u304f\u308f\u304b\u3089\u306a\u3044\u5358\u8a9e\u3082\u542b\u307e\u308c\u3066\u3044\u308b\u3002\u3053\u308c\u306f\u9b54\u6cd5\u3068\u3044\u3046\u5358\u8a9e\u304c\u5c0f\u8aac\u3092\u8aad\u3082\u3046\u5185\u3067\u5e83\u7bc4\u56f2\u306b\u4f7f\u308f\u308c\u3066\u3044\u308b\u305b\u3044\u3060\u308d\u3046\u304b\u3002<\/p>\n\n\n
\n# \u30b9\u30e9\u30a4\u30e0\u306b\u4f3c\u305f\u5358\u8a9e\u306f\uff1f\nprint(m.wv.most_similar('\u30b9\u30e9\u30a4\u30e0'))\n<\/pre><\/div>\n\n\n
\u4eca\u5ea6\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u5b9f\u884c\u7d50\u679c\u306b\u306a\u3063\u305f\u3002
[(‘\u30de\u30b6\u30fc\u30b9\u30e9\u30a4\u30e0’, 0.7109331488609314), (‘\u6d88\u5316’, 0.7005775570869446), (‘\u6804\u990a’, 0.7005000114440918), (‘\u30ad\u30e3\u30bf\u30d4\u30e9\u30fc’, 0.6742416620254517), (‘\u9b54\u7363’, 0.6534003019332886), (‘\u30b0\u30ea\u30fc\u30f3’, 0.6487153768539429), (‘\u30b9\u30c6\u30a3\u30c3\u30ad\u30fc\u30b9\u30e9\u30a4\u30e0’, 0.6390945911407471), (‘\u91ce\u751f’, 0.6230173707008362), (‘\u98df\u3079\u3055\u305b’, 0.609244167804718), (‘\u5206\u88c2’, 0.5920956134796143)]<\/p>\n\n\n\n
\u3053\u3061\u3089\u306f\u304b\u306a\u308a\u826f\u597d\u306a\u5b9f\u884c\u7d50\u679c\u306b\u306a\u3063\u3066\u3044\u308b\u3068\u601d\u308f\u308c\u308b\u3002<\/p>\n\n\n\n
\u3055\u3089\u306bDoc2Vec\u306f\u6587\u5b57\u306e\u8db3\u3057\u7b97\u5f15\u304d\u7b97\u3092\u3059\u308b\u3053\u3068\u304c\u51fa\u6765\u308b\u3002<\/p>\n\n\n
\n# \u9b54\u6cd5\u306b\u6c34\u3092\u8db3\u3059\nprint(m.wv.most_similar(positive=['\u9b54\u6cd5', '\u6c34']))\n# \u9b54\u6cd5\u304b\u3089\u6700\u5f37\u3092\u5f15\u304f\nprint(m.wv.most_similar(positive=['\u9b54\u6cd5'], negative=['\u6700\u5f37']))\n<\/pre><\/div>\n\n\n
\u305d\u308c\u305e\u308c\u3001\u5b9f\u884c\u7d50\u679c\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3002
[(‘\u6c37’, 0.6695120334625244), (‘\u51fa\u305b\u308b’, 0.6237022280693054), (‘\u706b’, 0.6203511953353882), (‘\u98a8’, 0.5940117239952087), (‘\u6c34\u9b54\u6cd5’, 0.5882148146629333), (‘\u96f7’, 0.5841056108474731), (‘\u98a8\u9b54\u6cd5’, 0.5786388516426086), (‘\u5c5e\u6027’, 0.5733253955841064), (‘\uff33\uff33’, 0.5640972852706909), (‘\u5531\u3048’, 0.563363254070282)]

[(‘\u6c37’, 0.5235071182250977), (‘\u96fb\u6c17’, 0.4570558965206146), (‘\u30c8\u30fc\u30c1’, 0.4391556680202484), (‘\u6307\u5148’, 0.4334547519683838), (‘\u5531\u3048’, 0.4241408109664917), (‘\u304a\u30fc’, 0.40032967925071716), (‘\u30a4\u30e1\u30fc\u30b8’, 0.388439416885376), (‘\u9a5a\u304f’, 0.3821325898170471), (‘\u30b4\u30d6\u30ea\u30f3\u30fb\u30bd\u30fc\u30b5\u30e9\u30fc’, 0.3783293664455414), (‘\u9b54\u708e’, 0.3754980266094208)]<\/p>\n\n\n\n
\u9b54\u6cd5\u306b\u6c34\u3092\u8db3\u3057\u305f\u5834\u5408\u3068\u3001\u6700\u5f37\u3092\u5f15\u3044\u305f\u5834\u5408\u306e\u6700\u3082\u985e\u4f3c\u5ea6\u306e\u9ad8\u3044\u5358\u8a9e\u304c\u540c\u3058\u300c\u6c37\u300d\u306b\u306a\u308a\u9762\u767d\u3044\u7d50\u679c\u306b\u306a\u3063\u305f\u3002<\/p>\n\n\n\n
\u672a\u5b66\u7fd2\u306e\u5c0f\u8aac\u306e\u30d9\u30af\u30c8\u30eb\u5316<\/h3>\n\n\n\n
\u5b66\u7fd2\u3057\u3066\u3044\u306a\u3044\u5c0f\u8aac\u3082\u3001\u5b66\u7fd2\u6e08\u307f\u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3057\u3066\u30d9\u30af\u30c8\u30eb\u5316\u3059\u308b\u3053\u3068\u304c\u51fa\u6765\u308b\u3002\u3053\u308c\u3092\u4f7f\u3046\u3068\u5b66\u7fd2\u6e08\u307f\u5c0f\u8aac\u306e\u4e2d\u304b\u3089\u4f3c\u3066\u3044\u308b\u5c0f\u8aac\u3092\u63a2\u3059\u3053\u3068\u304c\u51fa\u6765\u308b\u3002<\/p>\n\n\n
\n# \u672c\u6765\u306f\u5c0f\u8aac\u306e\u672c\u6587\u3092\u5f62\u614b\u7d20\u89e3\u6790\u3059\u308b\u3079\u304d\u3060\u304c\u3001\u3042\u3048\u3066\u5c11\u306a\u3044\u6587\u5b57\u3067\u691c\u7d22\u3057\u3066\u307f\u308b\nx = m.infer_vector(keitaiso('\u4e3b\u4eba\u516c\u6700\u5f31 \u30d2\u30ed\u30a4\u30f3\u6700\u5f37'))\nprint(m.docvecs.most_similar([x]))\n<\/pre><\/div>\n\n\n
\u5b9f\u884c\u7d50\u679c\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3002
[(29, 0.3471960127353668), (26, 0.3468911945819855), (42, 0.34553420543670654), (48, 0.33736804127693176), (6, 0.3323182463645935), (32, 0.3290942907333374), (27, 0.3264150023460388), (38, 0.3221890926361084), (19, 0.30004316568374634), (17, 0.29801973700523376)]<\/p>\n\n\n\n
\u6700\u521d\u306e\uff13\u3064\u306e\u5c0f\u8aac\u306e\u30bf\u30a4\u30c8\u30eb\u306f\u3001\u4ee5\u4e0b\u306e\u901a\u308a\u3002
29\uff1a\u671b\u307e\u306c\u4e0d\u6b7b\u306e\u5192\u967a\u8005
26\uff1a\u9b54\u738b\u69d8\u306e\u8857\u3065\u304f\u308a\uff01\uff5e\u6700\u5f37\u306e\u30c0\u30f3\u30b8\u30e7\u30f3\u306f\u8fd1\u4ee3\u90fd\u5e02\uff5e
42\uff1a\u5373\u6b7b\u30c1\u30fc\u30c8\u304c\u6700\u5f37\u3059\u304e\u3066\u3001\u7570\u4e16\u754c\u306e\u3084\u3064\u3089\u304c\u307e\u308b\u3067\u76f8\u624b\u306b\u306a\u3089\u306a\u3044\u3093\u3067\u3059\u304c\u3002<\/p>\n\n\n\n
\u300c\u671b\u307e\u306c\u4e0d\u6b7b\u306e\u5192\u967a\u8005\u300d\u306f\u6700\u521d\u306e\u3046\u3061\u306f\u4e3b\u4eba\u516c\u304c\u5f31\u304b\u3063\u305f\u306f\u305a\u30025\u8a71\u307e\u3067\u3057\u304b\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3057\u3066\u3044\u306a\u3044\u305f\u3081\u3001\u3053\u306e\u3088\u3046\u306a\u7d50\u679c\u306b\u306a\u3063\u305f\u3068\u601d\u308f\u308c\u308b\u3002\u300c\u9b54\u738b\u69d8\u306e\u8857\u3065\u304f\u308a\uff01\u300d\u3082\u6210\u308a\u4e0a\u304c\u308a\u7cfb\u3060\u304b\u3089\u540c\u69d8\u3068\u601d\u308f\u308c\u308b\u3002\u300c\u5373\u6b7b\u30c1\u30fc\u30c8\u300d\u306f\u3088\u304f\u308f\u304b\u3089\u305a\u3002\u3055\u3059\u304c\u306b\u30b5\u30f3\u30d7\u30eb\u4e0d\u8db3\u306e\u305f\u3081\u3001\u691c\u7d22\u6a5f\u80fd\u3068\u3057\u3066\u4f7f\u3046\u306b\u306f\u53b3\u3057\u3044\u5b9f\u884c\u7d50\u679c\u3068\u306a\u3063\u305f\u3002\u3082\u3046\u5c11\u3057\u30b5\u30f3\u30d7\u30eb\u3092\u5897\u3084\u305b\u3070\u5909\u308f\u3063\u3066\u304f\u308b\u306e\u3067\u306f\u306a\u3044\u3060\u308d\u3046\u304b\u3002<\/p>\n\n\n\n
\u307e\u3068\u3081<\/h2>\n\n\n\n
\u4eca\u56de\u306f\u304b\u306a\u308a\u5c11\u306a\u3044\u5c0f\u8aac\u306e\u6570\u3067\u5b9f\u884c\u3057\u305f\u306b\u3082\u95a2\u308f\u3089\u305a\u3001\u305d\u308c\u306a\u308a\u306b\u9762\u767d\u3044\u7d50\u679c\u3092\u5f97\u308b\u3053\u3068\u304c\u51fa\u6765\u305f\u3002\u3082\u3063\u3068\u30b5\u30f3\u30d7\u30eb\u6570\u3092\u5897\u3084\u305b\u3070\u5b9f\u884c\u7d50\u679c\u3082\u5b89\u5b9a\u3057\u3066\u304f\u308b\u306e\u3067\u306f\u306a\u3044\u3060\u308d\u3046\u304b\u3002<\/p>\n\n\n\n
\u5c0f\u8aac\u3092\u8aad\u3082\u3046\u306e\u7d2f\u8a08\u30e9\u30f3\u30ad\u30f3\u30b0\u3092Doc2Vec\u3067\u89e3\u6790\u3059\u308b \u305d\u306e\uff12<\/a>\u3078\u7d9a\u304f\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"
\u5c0f\u8aac\u3092\u8aad\u3082\u3046\u306e\u7d2f\u8a08\u30e9\u30f3\u30ad\u30f3\u30b0\u3092Doc2Vec\u3067\u89e3\u6790\u3057\u3066\u3001\u8272\u3005\u904a\u3093\u3067\u307f\u308b\u3002\u300cDoc2Vec\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\u300d\u3092\u53c2\u8003\u306b\u3055\u305b\u3066\u9802\u3044\u305f\u3002 (9\/2 \u8ffd\u8a18\uff1a \u4e0b\u8a18\u306e\u30b3\u30fc\u30c9\u3092\u4fee\u6b63\u3057\u3066GitHub  … “\u5c0f\u8aac\u3092\u8aad\u3082\u3046\u306e\u7d2f\u8a08\u30e9\u30f3\u30ad\u30f3\u30b0\u3092Doc2Vec\u3067\u89e3\u6790\u3059\u308b” \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-445","post","type-post","status-publish","format-standard","hentry","category-python","tag-doc2vec","tag-46","tag-51"],"yoast_head":"\n\u5c0f\u8aac\u3092\u8aad\u3082\u3046\u306e\u7d2f\u8a08\u30e9\u30f3\u30ad\u30f3\u30b0\u3092Doc2Vec\u3067\u89e3\u6790\u3059\u308b - I want to lead an easy life.<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/technologyagency.net\/wordpress\/2020\/07\/26\/\u5c0f\u8aac\u3092\u8aad\u3082\u3046\u3092doc2vec\u3067\u89e3\u6790\u3059\u308b\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u5c0f\u8aac\u3092\u8aad\u3082\u3046\u306e\u7d2f\u8a08\u30e9\u30f3\u30ad\u30f3\u30b0\u3092Doc2Vec\u3067\u89e3\u6790\u3059\u308b - I want to lead an easy life.\" \/>\n<meta property=\"og:description\" content=\"\u5c0f\u8aac\u3092\u8aad\u3082\u3046\u306e\u7d2f\u8a08\u30e9\u30f3\u30ad\u30f3\u30b0\u3092Doc2Vec\u3067\u89e3\u6790\u3057\u3066\u3001\u8272\u3005\u904a\u3093\u3067\u307f\u308b\u3002\u300cDoc2Vec\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\u300d\u3092\u53c2\u8003\u306b\u3055\u305b\u3066\u9802\u3044\u305f\u3002 (9\/2 \u8ffd\u8a18\uff1a \u4e0b\u8a18\u306e\u30b3\u30fc\u30c9\u3092\u4fee\u6b63\u3057\u3066GitHub … "\u5c0f\u8aac\u3092\u8aad\u3082\u3046\u306e\u7d2f\u8a08\u30e9\u30f3\u30ad\u30f3\u30b0\u3092Doc2Vec\u3067\u89e3\u6790\u3059\u308b" \u306e\u7d9a\u304d\u3092\u8aad\u3080\" \/>\n<meta property=\"og:url\" content=\"https:\/\/technologyagency.net\/wordpress\/2020\/07\/26\/\u5c0f\u8aac\u3092\u8aad\u3082\u3046\u3092doc2vec\u3067\u89e3\u6790\u3059\u308b\/\" \/>\n<meta property=\"og:site_name\" content=\"I want to lead an easy life.\" \/>\n<meta property=\"article:published_time\" content=\"2020-07-26T09:37:40+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2020-09-20T04:47:40+00:00\" \/>\n<meta name=\"author\" content=\"hide6644\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u57f7\u7b46\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"hide6644\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593\" \/>\n\t<meta name=\"twitter:data2\" content=\"3\u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/technologyagency.net\\\/wordpress\\\/2020\\\/07\\\/26\\\/%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%8b\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/technologyagency.net\\\/wordpress\\\/2020\\\/07\\\/26\\\/%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%8b\\\/\"},\"author\":{\"name\":\"hide6644\",\"@id\":\"https:\\\/\\\/technologyagency.net\\\/wordpress\\\/#\\\/schema\\\/person\\\/a25355beaa102da2b2d79b00f5865b63\"},\"headline\":\"\u5c0f\u8aac\u3092\u8aad\u3082\u3046\u306e\u7d2f\u8a08\u30e9\u30f3\u30ad\u30f3\u30b0\u3092Doc2Vec\u3067\u89e3\u6790\u3059\u308b\",\"datePublished\":\"2020-07-26T09:37:40+00:00\",\"dateModified\":\"2020-09-20T04:47:40+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/technologyagency.net\\\/wordpress\\\/2020\\\/07\\\/26\\\/%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%8b\\\/\"},\"wordCount\":26,\"commentCount\":0,\"keywords\":[\"Doc2Vec\",\"\u5c0f\u8aac\u3092\u8aad\u3082\u3046\",\"\u6a5f\u68b0\u5b66\u7fd2\"],\"articleSection\":[\"Python\"],\"inLanguage\":\"ja\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/technologyagency.net\\\/wordpress\\\/2020\\\/07\\\/26\\\/%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%8b\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/technologyagency.net\\\/wordpress\\\/2020\\\/07\\\/26\\\/%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%8b\\\/\",\"url\":\"https:\\\/\\\/technologyagency.net\\\/wordpress\\\/2020\\\/07\\\/26\\\/%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%8b\\\/\",\"name\":\"\u5c0f\u8aac\u3092\u8aad\u3082\u3046\u306e\u7d2f\u8a08\u30e9\u30f3\u30ad\u30f3\u30b0\u3092Doc2Vec\u3067\u89e3\u6790\u3059\u308b - I want to lead an easy life.\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/technologyagency.net\\\/wordpress\\\/#website\"},\"datePublished\":\"2020-07-26T09:37:40+00:00\",\"dateModified\":\"2020-09-20T04:47:40+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/technologyagency.net\\\/wordpress\\\/#\\\/schema\\\/person\\\/a25355beaa102da2b2d79b00f5865b63\"},\"breadcrumb\":{\"@id\":\"https:\\\/\\\/technologyagency.net\\\/wordpress\\\/2020\\\/07\\\/26\\\/%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%8b\\\/#breadcrumb\"},\"inLanguage\":\"ja\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/technologyagency.net\\\/wordpress\\\/2020\\\/07\\\/26\\\/%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%8b\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/technologyagency.net\\\/wordpress\\\/2020\\\/07\\\/26\\\/%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%8b\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u30db\u30fc\u30e0\",\"item\":\"https:\\\/\\\/technologyagency.net\\\/wordpress\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u5c0f\u8aac\u3092\u8aad\u3082\u3046\u306e\u7d2f\u8a08\u30e9\u30f3\u30ad\u30f3\u30b0\u3092Doc2Vec\u3067\u89e3\u6790\u3059\u308b\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/technologyagency.net\\\/wordpress\\\/#website\",\"url\":\"https:\\\/\\\/technologyagency.net\\\/wordpress\\\/\",\"name\":\"I want to lead an easy life.\",\"description\":\"Technical Notes\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/technologyagency.net\\\/wordpress\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ja\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/technologyagency.net\\\/wordpress\\\/#\\\/schema\\\/person\\\/a25355beaa102da2b2d79b00f5865b63\",\"name\":\"hide6644\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/a5df48aece572798f5aacd2dd90331e28bd249c13f736badb5116e3d43c5d5e9?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/a5df48aece572798f5aacd2dd90331e28bd249c13f736badb5116e3d43c5d5e9?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/a5df48aece572798f5aacd2dd90331e28bd249c13f736badb5116e3d43c5d5e9?s=96&d=mm&r=g\",\"caption\":\"hide6644\"},\"url\":\"https:\\\/\\\/technologyagency.net\\\/wordpress\\\/author\\\/hide6644\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u5c0f\u8aac\u3092\u8aad\u3082\u3046\u306e\u7d2f\u8a08\u30e9\u30f3\u30ad\u30f3\u30b0\u3092Doc2Vec\u3067\u89e3\u6790\u3059\u308b - I want to lead an easy life.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/technologyagency.net\/wordpress\/2020\/07\/26\/\u5c0f\u8aac\u3092\u8aad\u3082\u3046\u3092doc2vec\u3067\u89e3\u6790\u3059\u308b\/","og_locale":"ja_JP","og_type":"article","og_title":"\u5c0f\u8aac\u3092\u8aad\u3082\u3046\u306e\u7d2f\u8a08\u30e9\u30f3\u30ad\u30f3\u30b0\u3092Doc2Vec\u3067\u89e3\u6790\u3059\u308b - I want to lead an easy life.","og_description":"\u5c0f\u8aac\u3092\u8aad\u3082\u3046\u306e\u7d2f\u8a08\u30e9\u30f3\u30ad\u30f3\u30b0\u3092Doc2Vec\u3067\u89e3\u6790\u3057\u3066\u3001\u8272\u3005\u904a\u3093\u3067\u307f\u308b\u3002\u300cDoc2Vec\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\u300d\u3092\u53c2\u8003\u306b\u3055\u305b\u3066\u9802\u3044\u305f\u3002 (9\/2 \u8ffd\u8a18\uff1a \u4e0b\u8a18\u306e\u30b3\u30fc\u30c9\u3092\u4fee\u6b63\u3057\u3066GitHub … \"\u5c0f\u8aac\u3092\u8aad\u3082\u3046\u306e\u7d2f\u8a08\u30e9\u30f3\u30ad\u30f3\u30b0\u3092Doc2Vec\u3067\u89e3\u6790\u3059\u308b\" \u306e\u7d9a\u304d\u3092\u8aad\u3080","og_url":"https:\/\/technologyagency.net\/wordpress\/2020\/07\/26\/\u5c0f\u8aac\u3092\u8aad\u3082\u3046\u3092doc2vec\u3067\u89e3\u6790\u3059\u308b\/","og_site_name":"I want to lead an easy life.","article_published_time":"2020-07-26T09:37:40+00:00","article_modified_time":"2020-09-20T04:47:40+00:00","author":"hide6644","twitter_card":"summary_large_image","twitter_misc":{"\u57f7\u7b46\u8005":"hide6644","\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593":"3\u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/technologyagency.net\/wordpress\/2020\/07\/26\/%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%8b\/#article","isPartOf":{"@id":"https:\/\/technologyagency.net\/wordpress\/2020\/07\/26\/%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%8b\/"},"author":{"name":"hide6644","@id":"https:\/\/technologyagency.net\/wordpress\/#\/schema\/person\/a25355beaa102da2b2d79b00f5865b63"},"headline":"\u5c0f\u8aac\u3092\u8aad\u3082\u3046\u306e\u7d2f\u8a08\u30e9\u30f3\u30ad\u30f3\u30b0\u3092Doc2Vec\u3067\u89e3\u6790\u3059\u308b","datePublished":"2020-07-26T09:37:40+00:00","dateModified":"2020-09-20T04:47:40+00:00","mainEntityOfPage":{"@id":"https:\/\/technologyagency.net\/wordpress\/2020\/07\/26\/%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%8b\/"},"wordCount":26,"commentCount":0,"keywords":["Doc2Vec","\u5c0f\u8aac\u3092\u8aad\u3082\u3046","\u6a5f\u68b0\u5b66\u7fd2"],"articleSection":["Python"],"inLanguage":"ja","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/technologyagency.net\/wordpress\/2020\/07\/26\/%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%8b\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/technologyagency.net\/wordpress\/2020\/07\/26\/%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%8b\/","url":"https:\/\/technologyagency.net\/wordpress\/2020\/07\/26\/%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%8b\/","name":"\u5c0f\u8aac\u3092\u8aad\u3082\u3046\u306e\u7d2f\u8a08\u30e9\u30f3\u30ad\u30f3\u30b0\u3092Doc2Vec\u3067\u89e3\u6790\u3059\u308b - I want to lead an easy life.","isPartOf":{"@id":"https:\/\/technologyagency.net\/wordpress\/#website"},"datePublished":"2020-07-26T09:37:40+00:00","dateModified":"2020-09-20T04:47:40+00:00","author":{"@id":"https:\/\/technologyagency.net\/wordpress\/#\/schema\/person\/a25355beaa102da2b2d79b00f5865b63"},"breadcrumb":{"@id":"https:\/\/technologyagency.net\/wordpress\/2020\/07\/26\/%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%8b\/#breadcrumb"},"inLanguage":"ja","potentialAction":[{"@type":"ReadAction","target":["https:\/\/technologyagency.net\/wordpress\/2020\/07\/26\/%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%8b\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/technologyagency.net\/wordpress\/2020\/07\/26\/%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%8b\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u30db\u30fc\u30e0","item":"https:\/\/technologyagency.net\/wordpress\/"},{"@type":"ListItem","position":2,"name":"\u5c0f\u8aac\u3092\u8aad\u3082\u3046\u306e\u7d2f\u8a08\u30e9\u30f3\u30ad\u30f3\u30b0\u3092Doc2Vec\u3067\u89e3\u6790\u3059\u308b"}]},{"@type":"WebSite","@id":"https:\/\/technologyagency.net\/wordpress\/#website","url":"https:\/\/technologyagency.net\/wordpress\/","name":"I want to lead an easy life.","description":"Technical Notes","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/technologyagency.net\/wordpress\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ja"},{"@type":"Person","@id":"https:\/\/technologyagency.net\/wordpress\/#\/schema\/person\/a25355beaa102da2b2d79b00f5865b63","name":"hide6644","image":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/secure.gravatar.com\/avatar\/a5df48aece572798f5aacd2dd90331e28bd249c13f736badb5116e3d43c5d5e9?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/a5df48aece572798f5aacd2dd90331e28bd249c13f736badb5116e3d43c5d5e9?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/a5df48aece572798f5aacd2dd90331e28bd249c13f736badb5116e3d43c5d5e9?s=96&d=mm&r=g","caption":"hide6644"},"url":"https:\/\/technologyagency.net\/wordpress\/author\/hide6644\/"}]}},"_links":{"self":[{"href":"https:\/\/technologyagency.net\/wordpress\/wp-json\/wp\/v2\/posts\/445","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/technologyagency.net\/wordpress\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/technologyagency.net\/wordpress\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/technologyagency.net\/wordpress\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/technologyagency.net\/wordpress\/wp-json\/wp\/v2\/comments?post=445"}],"version-history":[{"count":21,"href":"https:\/\/technologyagency.net\/wordpress\/wp-json\/wp\/v2\/posts\/445\/revisions"}],"predecessor-version":[{"id":649,"href":"https:\/\/technologyagency.net\/wordpress\/wp-json\/wp\/v2\/posts\/445\/revisions\/649"}],"wp:attachment":[{"href":"https:\/\/technologyagency.net\/wordpress\/wp-json\/wp\/v2\/media?parent=445"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/technologyagency.net\/wordpress\/wp-json\/wp\/v2\/categories?post=445"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/technologyagency.net\/wordpress\/wp-json\/wp\/v2\/tags?post=445"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}