{"id":234163,"date":"2024-05-11T23:20:43","date_gmt":"2024-05-11T15:20:43","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/234163.html"},"modified":"2024-05-11T23:20:53","modified_gmt":"2024-05-11T15:20:53","slug":"jaccard%e8%b7%9d%e7%a6%bb%e8%83%bd%e7%94%a8%e5%9c%a8word2vec%e4%ba%a7%e7%94%9f%e7%9a%84%e5%90%91%e9%87%8f%e5%90%97","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/234163.html","title":{"rendered":"Jaccard\u8ddd\u79bb\u80fd\u7528\u5728word2vec\u4ea7\u751f\u7684\u5411\u91cf\u5417"},"content":{"rendered":"<p style=\"text-align:center\"><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/25160004\/7deaf0f7-dcef-4a16-88e7-274c35e20916.webp\" alt=\"Jaccard\u8ddd\u79bb\u80fd\u7528\u5728word2vec\u4ea7\u751f\u7684\u5411\u91cf\u5417\" \/><\/p>\n<p><p>Jaccard\u8ddd\u79bb\u4e3b\u8981\u7528\u4e8e\u8861\u91cf\u96c6\u5408\u4e4b\u95f4\u7684\u5f02\u540c\uff0c\u662f\u57fa\u4e8e\u6210\u5458\u5b58\u5728\u4e0e\u5426\u7684\u6bd4\u8f83\u3002<strong>\u5728\u5904\u7406word2vec\u4ea7\u751f\u7684\u5411\u91cf\u65f6\uff0c\u901a\u5e38\u4e0d\u4f7f\u7528Jaccard\u8ddd\u79bb<\/strong>\u3002\u8fd9\u662f\u56e0\u4e3aword2vec\u5411\u91cf\u662f\u8fde\u7eed\u503c\u800c\u975e\u96c6\u5408\uff0c\u6211\u4eec\u66f4\u591a\u4f7f\u7528\u4f59\u5f26\u76f8\u4f3c\u5ea6\u6765\u5ea6\u91cf\u8fd9\u7c7b\u5411\u91cf\u4e4b\u95f4\u7684\u5173\u7cfb\u3002<\/p>\n<\/p>\n<p><p>\u4e3a\u4e86\u5229\u7528word2vec\u5411\u91cf\u7684\u4e30\u5bcc\u8bed\u4e49\u4fe1\u606f\uff0c\u4f59\u5f26\u76f8\u4f3c\u5ea6\u80fd\u591f\u901a\u8fc7\u6d4b\u91cf\u5411\u91cf\u4e4b\u95f4\u7684\u5939\u89d2\uff0c\u6709\u6548\u5730\u53cd\u6620\u51fa\u8bcd\u4e49\u4e0a\u7684\u63a5\u8fd1\u7a0b\u5ea6\u3002<strong>\u7531\u4e8eword2vec\u4ea7\u751f\u7684\u662f\u591a\u7ef4\u7a7a\u95f4\u4e2d\u7684\u70b9\uff0c\u800cJaccard\u8ddd\u79bb\u4e3b\u8981\u9002\u7528\u4e8e\u5ea6\u91cf\u96c6\u5408\u7684\u76f8\u4f3c\u6027\uff0c\u56e0\u6b64\uff0c\u91c7\u7528\u4f59\u5f26\u76f8\u4f3c\u5ea6\u6765\u5904\u7406word2vec\u4ea7\u751f\u7684\u5411\u91cf\u662f\u66f4\u5408\u7406\u7684\u9009\u62e9\u3002<\/strong><\/p>\n<\/p>\n<h2><strong>\u4e00\u3001WORD2VEC\u7b80\u4ecb<\/strong><\/h2>\n<p><p>Word2vec\u662f\u4e00\u7ec4\u6a21\u578b\uff0c\u8fd9\u4e9b\u6a21\u578b\u4e3a\u63d0\u53d6\u81ea\u5927\u89c4\u6a21\u6587\u672c\u6570\u636e\u7684\u5355\u8bcd\u751f\u6210\u8bcd\u5d4c\u5165\u5411\u91cf\u3002\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\uff0cword2vec\u53ef\u4ee5\u6355\u6349\u5230\u5355\u8bcd\u4e4b\u95f4\u7684\u590d\u6742\u8bed\u4e49\u548c\u53e5\u6cd5\u5173\u7cfb\u3002<\/p>\n<\/p>\n<p><h2>\u80cc\u666f\u53ca\u6838\u5fc3\u6982\u5ff5<\/h2>\n<\/p>\n<p><p>word2vec\u80cc\u540e\u7684\u6838\u5fc3\u7406\u5ff5\u662f\u5355\u8bcd\u7684\u610f\u4e49\u53ef\u4ee5\u901a\u8fc7\u5b83\u7684\u4e0a\u4e0b\u6587\u6765\u5224\u5b9a\uff0c\u8fd9\u4e0eFirth\u63d0\u51fa\u7684\u201c\u4e00\u4e2a\u5355\u8bcd\u7684\u610f\u4e49\u662f\u7531\u5176\u8bed\u5883\u51b3\u5b9a\u7684\u201d\u7406\u8bba\u4e0d\u8c0b\u800c\u5408\u3002\u901a\u8fc7\u8fd9\u4e2a\u7406\u5ff5\uff0cword2vec\u4f7f\u7528\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u4ece\u5927\u91cf\u6587\u672c\u4e2d\u5b66\u4e60\u5355\u8bcd\u7684\u5411\u91cf\u8868\u793a\u3002<\/p>\n<\/p>\n<p><h2>word2vec\u7684\u4e24\u79cd\u67b6\u6784<\/h2>\n<\/p>\n<p><p>word2vec\u4e3b\u8981\u6709\u4e24\u79cd\u67b6\u6784\uff1a\u8fde\u7eed\u8bcd\u888b\u6a21\u578b\uff08Continuous Bag-of-Words, CBOW\uff09\u548cSkip-Gram\u6a21\u578b\u3002CBOW\u4ece\u4e0a\u4e0b\u6587\u8bcd\u9884\u6d4b\u76ee\u6807\u8bcd\uff0c\u800cSkip-Gram\u6070\u597d\u76f8\u53cd\uff0c\u5b83\u4ece\u76ee\u6807\u8bcd\u51fa\u53d1\u9884\u6d4b\u4e0a\u4e0b\u6587\u8bcd\u3002<\/p>\n<\/p>\n<h2><strong>\u4e8c\u3001JACCARD\u8ddd\u79bb\u548c\u5176\u4ed6\u8ddd\u79bb\u5ea6\u91cf<\/strong><\/h2>\n<p><p>Jaccard\u8ddd\u79bb\u91cf\u5316\u7684\u662f\u4e24\u4e2a\u96c6\u5408\u95f4\u7684\u4e0d\u540c\u7a0b\u5ea6\uff0c\u5b83\u901a\u8fc7\u8ba1\u7b97\u4e24\u4e2a\u96c6\u5408\u4ea4\u96c6\u4e0e\u5e76\u96c6\u7684\u6bd4\u4f8b\u6765\u8861\u91cf\u76f8\u4f3c\u6027\u3002<\/p>\n<\/p>\n<p><h2>Jaccard\u8ddd\u79bb\u7684\u5b9a\u4e49<\/h2>\n<\/p>\n<p><p>Jaccard\u8ddd\u79bb\u7684\u5b9a\u4e49\u662f: 1(1\u51cf\u53bbJaccard\u6307\u6570)\uff0c\u800cJaccard\u6307\u6570\u5219\u662f\u4e24\u4e2a\u96c6\u5408\u4ea4\u96c6\u5143\u7d20\u6570\u91cf\u4e0e\u5e76\u96c6\u5143\u7d20\u6570\u91cf\u4e4b\u6bd4\u3002<\/p>\n<\/p>\n<p><h2>\u4f7f\u7528\u6761\u4ef6\u53ca\u5c40\u9650<\/h2>\n<\/p>\n<p><p>Jaccard\u8ddd\u79bb\u4ee5\u96c6\u5408\u7684\u5143\u7d20\u5b58\u5728\u6027\u4e3a\u57fa\u7840\uff0c\u56e0\u6b64\u5728\u5904\u7406\u8fde\u7eed\u503c\u6570\u636e\uff0c\u5c24\u5176\u662f\u9ad8\u7ef4\u7a7a\u95f4\u4e2d\u7684\u70b9\uff08\u4f8b\u5982word2vec\u751f\u6210\u7684\u5411\u91cf\uff09\u65f6\uff0c\u5c31\u4e0d\u9002\u7528\u4e86\u3002<\/p>\n<\/p>\n<h2><strong>\u4e09\u3001\u4f59\u5f26\u76f8\u4f3c\u5ea6\u5e94\u7528\u4e8eWORD2VEC<\/strong><\/h2>\n<p><p>\u4f59\u5f26\u76f8\u4f3c\u5ea6\u662f\u5728\u591a\u7ef4\u7a7a\u95f4\u4e2d\u5ea6\u91cf\u4e24\u4e2a\u5411\u91cf\u5939\u89d2\u7684\u4f59\u5f26\u503c\uff0c\u8fd9\u80fd\u591f\u53cd\u6620\u51fa\u5411\u91cf\u5728\u65b9\u5411\u4e0a\u7684\u76f8\u4f3c\u7a0b\u5ea6\uff0c\u5373\u4e0d\u8003\u8651\u5411\u91cf\u7684\u5e45\u5ea6\u800c\u4ec5\u5173\u6ce8\u5176\u65b9\u5411\u3002<\/p>\n<\/p>\n<p><h2>\u4f59\u5f26\u76f8\u4f3c\u5ea6\u7684\u5b9a\u4e49<\/h2>\n<\/p>\n<p><p>\u4f59\u5f26\u76f8\u4f3c\u5ea6\u901a\u8fc7\u8ba1\u7b97\u4e24\u4e2a\u975e\u96f6\u5411\u91cf\u7684\u5185\u79ef\u548c\u5404\u81ea\u8303\u6570\uff08\u5373\u957f\u5ea6\uff09\u7684\u4e58\u79ef\u7684\u6bd4\u503c\u5f97\u5230\u3002\u8fd9\u4e2a\u6bd4\u503c\u7684\u8303\u56f4\u4ece-1\u52301\u3002<\/p>\n<\/p>\n<p><h2>\u4f18\u52bf\u53ca\u9002\u7528\u573a\u666f<\/h2>\n<\/p>\n<p><p><strong>\u4f59\u5f26\u76f8\u4f3c\u5ea6\u9002\u7528\u4e8e\u9ad8\u7ef4\u7a7a\u95f4\u6570\u636e\u7684\u76f8\u4f3c\u5ea6\u5ea6\u91cf<\/strong>\uff0c\u5c24\u5176\u9002\u5408\u4e8eword2vec\u8fd9\u7c7b\u60c5\u51b5\uff0c\u56e0\u4e3a\u5b83\u80fd\u591f\u900f\u8fc7\u5411\u91cf\u7684\u89d2\u5ea6\u6765\u63ed\u793a\u8bcd\u6c47\u4e4b\u95f4\u7684\u5173\u8054\uff0c\u800c\u5ffd\u7565\u5411\u91cf\u957f\u5ea6\u5e26\u6765\u7684\u5f71\u54cd\u3002<\/p>\n<\/p>\n<h2><strong>\u56db\u3001\u5176\u4ed6\u76f8\u4f3c\u5ea6\u8ba1\u7b97\u65b9\u6cd5<\/strong><\/h2>\n<p><p>\u9664\u4e86Jaccard\u8ddd\u79bb\u548c\u4f59\u5f26\u76f8\u4f3c\u5ea6\uff0c\u8fd8\u6709\u8bb8\u591a\u5176\u4ed6\u7684\u76f8\u4f3c\u5ea6\u4e0e\u8ddd\u79bb\u8ba1\u7b97\u65b9\u6cd5\uff0c\u6bd4\u5982\u6b27\u51e0\u91cc\u5f97\u8ddd\u79bb\u3001\u66fc\u54c8\u987f\u8ddd\u79bb\u7b49\u3002<\/p>\n<\/p>\n<p><h2>\u6b27\u51e0\u91cc\u5f97\u8ddd\u79bb<\/h2>\n<\/p>\n<p><p>\u6b27\u51e0\u91cc\u5f97\u8ddd\u79bb\u662f\u5e38\u89c1\u7684\u5ea6\u91cf\u7a7a\u95f4\u4e2d\u4e24\u4e2a\u70b9\u8ddd\u79bb\u7684\u65b9\u6cd5\uff0c\u5b83\u57fa\u4e8e\u52fe\u80a1\u5b9a\u7406\uff0c\u9002\u7528\u4e8e\u8ba1\u7b97\u7a00\u758f\u7a7a\u95f4\u4e2d\u5bf9\u8c61\u7684\u76f4\u7ebf\u8ddd\u79bb\u3002<\/p>\n<\/p>\n<p><h2>\u66fc\u54c8\u987f\u8ddd\u79bb<\/h2>\n<\/p>\n<p><p>\u66fc\u54c8\u987f\u8ddd\u79bb\u662f\u6839\u636e\u57ce\u5e02\u533a\u5757\u8d70\u8def\u6765\u7c7b\u6bd4\u7684\u4e00\u79cd\u8ddd\u79bb\u6d4b\u91cf\u65b9\u5f0f\uff0c\u9002\u5408\u4e8e\u90a3\u4e9b\u5404\u7ef4\u5ea6\u6570\u503c\u5dee\u522b\u663e\u8457\u7684\u6570\u636e\u70b9\u3002<\/p>\n<\/p>\n<h2><strong>\u4e94\u3001\u57fa\u4e8eWORD2VEC\u7684\u5e94\u7528\u5b9e\u4f8b<\/strong><\/h2>\n<p><p>\u5229\u7528word2vec\u6a21\u578b\u6240\u751f\u6210\u7684\u8bcd\u5411\u91cf\uff0c\u53ef\u4ee5\u5b9e\u65bd\u5404\u79cd\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\uff0c\u5982\u6587\u672c\u5206\u7c7b\u3001\u60c5\u611f\u5206\u6790\u7b49\u3002<\/p>\n<\/p>\n<p><h2>\u6587\u672c\u5206\u7c7b<\/h2>\n<\/p>\n<p><p><strong>\u6587\u672c\u5206\u7c7b\u4efb\u52a1\u901a\u8fc7\u5206\u6790\u8bcd\u5411\u91cf\u6765\u786e\u5b9a\u6587\u672c\u7684\u7c7b\u522b<\/strong>\u3002\u6839\u636e\u8bcd\u5411\u91cf\u7684\u76f8\u4f3c\u5ea6\uff0c\u53ef\u4ee5\u5224\u65ad\u51fa\u6587\u672c\u662f\u5426\u5c5e\u4e8e\u67d0\u4e00\u7279\u5b9a\u7c7b\u522b\u6216\u4e3b\u9898\u3002<\/p>\n<\/p>\n<p><h2>\u60c5\u611f\u5206\u6790<\/h2>\n<\/p>\n<p><p>\u60c5\u611f\u5206\u6790\u901a\u5e38\u662f\u6307\u5224\u5b9a\u4e00\u6bb5\u6587\u5b57\u6240\u8868\u8fbe\u7684\u60c5\u7eea\u503e\u5411\u3002word2vec\u8bcd\u5411\u91cf\u53ef\u4ee5\u5e2e\u52a9\u63ed\u793a\u8bcd\u6c47\u4e4b\u95f4\u590d\u6742\u7684\u60c5\u7eea\u8054\u7cfb\u3002<\/p>\n<\/p>\n<h2><strong>\u516d\u3001\u7ed3\u8bba<\/strong><\/h2>\n<p><p>\u5c3d\u7ba1Jaccard\u8ddd\u79bb\u5728\u67d0\u4e9b\u573a\u666f\u4e0b\u975e\u5e38\u6709\u7528\uff0c\u4f46\u5b83\u5e76\u4e0d\u9002\u5408\u7528\u4e8e\u5904\u7406word2vec\u4ea7\u751f\u7684\u5411\u91cf\u3002<strong>\u5728\u81ea\u7136\u8bed\u8a00\u5904\u7406\u9886\u57df\uff0c\u5c24\u5176\u662f\u5728\u5904\u7406\u4e0e\u8bcd\u5d4c\u5165\u5411\u91cf\u76f8\u5173\u7684\u5e94\u7528\u65f6\uff0c\u4f59\u5f26\u76f8\u4f3c\u5ea6\u662f\u66f4\u4e3a\u5408\u9002\u7684\u5ea6\u91cf\u65b9\u5f0f<\/strong>\u3002\u901a\u8fc7\u533a\u5206\u548c\u9009\u62e9\u6700\u5408\u9002\u7684\u76f8\u4f3c\u5ea6\u6216\u8ddd\u79bb\u5ea6\u91cf\u65b9\u6cd5\uff0c\u6211\u4eec\u53ef\u4ee5\u66f4\u7cbe\u786e\u5730\u5f00\u5c55NLP\u4efb\u52a1\uff0c\u5e76\u4ece\u590d\u6742\u7684\u6570\u636e\u4e2d\u63d0\u53d6\u51fa\u6709\u610f\u4e49\u7684\u6d1e\u89c1\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p><strong>1. Jaccard\u8ddd\u79bb\u5982\u4f55\u9002\u7528\u4e8eword2vec\u4ea7\u751f\u7684\u5411\u91cf\uff1f<\/strong><\/p>\n<p>Jaccard\u8ddd\u79bb\u662f\u4e00\u79cd\u8861\u91cf\u96c6\u5408\u76f8\u4f3c\u6027\u7684\u6307\u6807\uff0c\u5b83\u8861\u91cf\u7684\u662f\u4e24\u4e2a\u96c6\u5408\u4e4b\u95f4\u7684\u4e0d\u540c\u5143\u7d20\u5360\u603b\u5143\u7d20\u6570\u7684\u6bd4\u4f8b\u3002\u867d\u7136word2vec\u4ea7\u751f\u7684\u5411\u91cf\u8868\u793a\u7684\u662f\u8bcd\u8bed\u7684\u8bed\u4e49\u4fe1\u606f\uff0c\u4f46\u6211\u4eec\u53ef\u4ee5\u5c06\u8fd9\u4e9b\u5411\u91cf\u770b\u4f5c\u662f\u4e00\u4e2a\u8bcd\u8bed\u7684\u7279\u5f81\uff0c\u8fd9\u6837\u5c31\u53ef\u4ee5\u5e94\u7528Jaccard\u8ddd\u79bb\u6765\u8ba1\u7b97\u5411\u91cf\u4e4b\u95f4\u7684\u76f8\u4f3c\u5ea6\u3002\u901a\u8fc7\u8ba1\u7b97\u4e24\u4e2a\u8bcd\u8bed\u5bf9\u5e94\u7684\u5411\u91cf\u7684Jaccard\u8ddd\u79bb\uff0c\u6211\u4eec\u53ef\u4ee5\u5f97\u5230\u5b83\u4eec\u4e4b\u95f4\u7684\u76f8\u4f3c\u6027\u7a0b\u5ea6\u3002<\/p>\n<p><strong>2. word2vec\u5411\u91cf\u5982\u4f55\u8f6c\u6362\u4e3a\u9002\u7528\u4e8eJaccard\u8ddd\u79bb\u7684\u5f62\u5f0f\uff1f<\/strong><\/p>\n<p>\u7531\u4e8eJaccard\u8ddd\u79bb\u662f\u57fa\u4e8e\u96c6\u5408\u7684\uff0c\u800cword2vec\u5411\u91cf\u57fa\u672c\u4e0a\u662f\u8fde\u7eed\u7684\u5b9e\u6570\u5411\u91cf\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u9700\u8981\u5c06word2vec\u5411\u91cf\u8f6c\u6362\u4e3a\u4e8c\u8fdb\u5236\u7279\u5f81\u5411\u91cf\uff08\u5373\u96c6\u5408\u8868\u793a\uff09\u3002\u4e00\u79cd\u5e38\u7528\u7684\u65b9\u6cd5\u662f\u901a\u8fc7\u8bbe\u7f6e\u4e00\u4e2a\u9608\u503c\u6765\u5212\u5206\u5411\u91cf\u5143\u7d20\u7684\u53d6\u503c\uff0c\u5c06\u5927\u4e8e\u9608\u503c\u7684\u5143\u7d20\u7f6e\u4e3a1\uff0c\u5c0f\u4e8e\u9608\u503c\u7684\u5143\u7d20\u7f6e\u4e3a0\u3002\u8fd9\u6837\u5c31\u5c06\u8fde\u7eed\u7684\u5411\u91cf\u8868\u793a\u8f6c\u6362\u4e3a\u4e86\u4e8c\u8fdb\u5236\u7279\u5f81\u5411\u91cf\u8868\u793a\uff0c\u4ece\u800c\u53ef\u4ee5\u5e94\u7528Jaccard\u8ddd\u79bb\u8fdb\u884c\u76f8\u4f3c\u6027\u8ba1\u7b97\u3002<\/p>\n<p><strong>3. Jaccard\u8ddd\u79bb\u5728word2vec\u5e94\u7528\u4e2d\u7684\u4f18\u52bf\u662f\u4ec0\u4e48\uff1f<\/strong><\/p>\n<p>Jaccard\u8ddd\u79bb\u7684\u4f18\u52bf\u5728\u4e8e\u5176\u7b80\u5355\u800c\u76f4\u89c2\u7684\u8ba1\u7b97\u65b9\u5f0f\uff0c\u53ea\u9700\u8981\u7edf\u8ba1\u4e24\u4e2a\u96c6\u5408\u4e2d\u4e0d\u540c\u5143\u7d20\u7684\u4e2a\u6570\u5373\u53ef\uff0c\u4e0d\u53d7\u5411\u91cf\u957f\u5ea6\u548c\u5927\u5c0f\u7684\u5f71\u54cd\u3002\u5728word2vec\u5e94\u7528\u4e2d\uff0cJaccard\u8ddd\u79bb\u53ef\u4ee5\u4f5c\u4e3a\u4e00\u79cd\u57fa\u4e8e\u7279\u5f81\u76f8\u4f3c\u6027\u7684\u8861\u91cf\u6307\u6807\uff0c\u7528\u4e8e\u8ba1\u7b97\u5404\u4e2a\u8bcd\u8bed\u4e4b\u95f4\u7684\u76f8\u4f3c\u6027\u3002\u901a\u8fc7\u8ba1\u7b97Jaccard\u8ddd\u79bb\uff0c\u6211\u4eec\u53ef\u4ee5\u5feb\u901f\u5730\u627e\u5230\u4e0e\u67d0\u4e2a\u8bcd\u8bed\u6700\u76f8\u4f3c\u7684\u90bb\u5c45\u8bcd\u8bed\uff0c\u65b9\u4fbf\u8fdb\u884c\u6587\u672c\u76f8\u4f3c\u5ea6\u8ba1\u7b97\u3001\u63a8\u8350\u7cfb\u7edf\u7b49\u4efb\u52a1\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"Jaccard\u8ddd\u79bb\u4e3b\u8981\u7528\u4e8e\u8861\u91cf\u96c6\u5408\u4e4b\u95f4\u7684\u5f02\u540c\uff0c\u662f\u57fa\u4e8e\u6210\u5458\u5b58\u5728\u4e0e\u5426\u7684\u6bd4\u8f83\u3002\u5728\u5904\u7406word2vec\u4ea7\u751f\u7684\u5411\u91cf\u65f6\uff0c\u901a [&hellip;]","protected":false},"author":3,"featured_media":234175,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[37],"tags":[],"acf":[],"_links":{"self":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/234163"}],"collection":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/comments?post=234163"}],"version-history":[{"count":0,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/234163\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/234175"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=234163"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=234163"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=234163"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}