{"id":4143,"date":"2026-03-03T16:54:13","date_gmt":"2026-03-03T08:54:13","guid":{"rendered":"https:\/\/aws-oncloudai.com\/?p=4143"},"modified":"2026-03-09T13:40:57","modified_gmt":"2026-03-09T05:40:57","slug":"aws-comprehend-an-intelligent-analytics-engine-that-turns-text-into-insights","status":"publish","type":"post","link":"https:\/\/aws-oncloudai.com\/zh_hk\/aws-comprehend-an-intelligent-analytics-engine-that-turns-text-into-insights\/","title":{"rendered":"AWS Comprehend\uff1a\u8b93\u6587\u5b57\u8b8a\u6210\u6d1e\u5bdf\u529b\u7684\u667a\u6167\u5206\u6790\u5f15\u64ce"},"content":{"rendered":"

\u5728\u6578\u4f4d\u6642\u4ee3\uff0c\u4f01\u696d\u6bcf\u5929\u90fd\u6703\u7522\u751f\u5927\u91cf\u6587\u5b57\u8cc7\u6599\uff1a\u5ba2\u6236\u8a55\u8ad6\u3001\u552e\u5f8c\u5c0d\u8a71\u3001\u793e\u7fa4\u5a92\u9ad4\u56de\u994b\u3001\u90f5\u4ef6\u5f80\u4f86\u3001\u5167\u90e8\u6587\u4ef6\u7b49\u3002\u4f46\u771f\u6b63\u80fd\u5920\u5f9e\u9019\u4e9b\u300c\u6587\u5b57\u5806\u300d\u4e2d\u7372\u53d6\u50f9\u503c\u7684\u4f01\u696d\u4e26\u4e0d\u591a\u3002\u50b3\u7d71\u4eba\u5de5\u7d71\u8a08\u8cbb\u6642\u8cbb\u529b\uff0c\u81ea\u884c\u5efa\u69cbNLP\uff08\u81ea\u7136\u8a9e\u8a00\u8655\u7406\uff09\u6a21\u578b\u53c8\u9700\u8981\u9f90\u5927\u7684\u6f14\u7b97\u6cd5\u5718\u968a\u8207\u7b97\u529b\u8cc7\u6e90\u3002<\/p>\n

AWS Comprehend \u6b63\u662f\u70ba\u89e3\u6c7a\u9019\u4e00\u75db\u9ede\u800c\u751f\u7684\u5168\u8a17\u7ba1NLP \u670d\u52d9\u3002<\/strong><\/p>\n

\u8eab\u70baAWS \u5b98\u65b9\u5408\u4f5c\u5925\u4f34\uff0c\u300c\u5728\u96f2\u7aef\u300d\u9577\u671f\u70ba\u4f01\u696d\u5efa\u7acb\u667a\u6167\u5316\u8cc7\u6599\u5206\u6790\u8207AI \u61c9\u7528\u5834\u666f\uff0c\u672c\u7bc7\u6587\u7ae0\u5c07\u5f9e\u80fd\u529b\u3001\u61c9\u7528\u50f9\u503c\u5230\u7522\u696d\u843d\u5730\uff0c\u70ba\u4f60\u5168\u9762\u89e3\u8b80AWS Comprehend \u7684\u6838\u5fc3\u512a\u52e2\u3002<\/p>\n

<\/h4>\n

\u4ec0\u9ebc\u662fAWS Comprehend\uff1f<\/h4>\n

AWS Comprehend \u662f\u4e00\u9805\u57fa\u65bc\u6df1\u5ea6\u5b78\u7fd2\u7684\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u670d\u52d9\uff0c\u80fd\u5920\u81ea\u52d5\u7406\u89e3\u6587\u672c\u4e2d\u7684\u60c5\u7dd2\u3001\u4e3b\u984c\u3001\u95dc\u9375\u5b57\u3001\u5be6\u9ad4\u3001\u8a9e\u610f\u95dc\u4fc2\u7b49\u8cc7\u8a0a\u3002<\/p>\n

\u5b83\u65e2\u53ef\u4ee5\u8b58\u5225\u6587\u672c\u4e2d\u201c\u8aaa\u4e86\u4ec0\u9ebc\u201d\uff0c\u4e5f\u80fd\u5224\u65b7\u201c\u60c5\u7dd2\u662f\u4ec0\u9ebc\u201d\uff0c\u751a\u81f3\u53ef\u4ee5\u81ea\u52d5\u5206\u985e\u201c\u9019\u6bb5\u6587\u672c\u5c6c\u65bc\u54ea\u500b\u4e3b\u984c\u201d\u3002<\/p>\n

\u63db\u53e5\u8a71\u8aaa\uff0cComprehend \u5c31\u50cf\u662f\u5c08\u696d\u7684\u6587\u5b57\u5206\u6790\u5e2b\uff0c\u537b\u4e0d\u9700\u8981\u8a13\u7df4\u3001\u4e0d\u9700\u8981\u90e8\u7f72\uff0c\u96a8\u7528\u96a8\u958b\u3002<\/p>\n

<\/h4>\n

AWS Comprehend \u7684\u6838\u5fc3\u80fd\u529b<\/h4>\n

1. \u60c5\u7dd2\u5206\u6790\uff08Sentiment Analysis\uff09<\/strong><\/h5>\n

\u81ea\u52d5\u5224\u65b7\u6587\u672c\u7684\u614b\u5ea6\u50be\u5411\uff1a\u7a4d\u6975\u3001\u4e2d\u6027\u3001\u6d88\u6975\u6216\u6df7\u5408\u3002<\/p>\n

\u9069\u7528\u65bc\u5ba2\u670d\u60c5\u7dd2\u76e3\u63a7\u3001\u96fb\u5546\u8a55\u4f30\u5206\u6790\u3001\u54c1\u724c\u8f3f\u60c5\u8ffd\u8e64\u7b49\u5834\u666f\u3002<\/p>\n

2. \u5be6\u9ad4\u8b58\u5225\uff08Entity Recognition\uff09<\/strong><\/h5>\n

\u53ef\u8b58\u5225\u6587\u672c\u4e2d\u7684\u4eba\u540d\u3001\u5730\u9ede\u3001\u7d44\u7e54\u3001\u65e5\u671f\u3001\u6578\u91cf\u7b49\u5be6\u9ad4\u8a0a\u606f\uff0c\u5e6b\u52a9\u4f01\u696d\u5feb\u901f\u64f7\u53d6\u95dc\u9375\u5167\u5bb9\u3002<\/p>\n

3. \u95dc\u9375\u5b57\u8a5e\u64f7\u53d6\uff08Key Phrase Extraction\uff09<\/strong><\/h5>\n

\u81ea\u52d5\u5f9e\u9577\u6bb5\u843d\u4e2d\u63d0\u7149\u91cd\u9ede\uff0c\u63d0\u9ad8\u6587\u4ef6\u7406\u89e3\u8207\u6458\u8981\u6548\u7387\u3002<\/p>\n

4. \u6587\u672c\u5206\u985e\uff08Custom & Built-in Classification\uff09<\/strong><\/h5>\n

\u652f\u63f4\u81ea\u8a02\u6587\u5b57\u5206\u985e\u6a21\u578b\uff0c\u4f8b\u5982\u81ea\u52d5\u628a\u90f5\u4ef6\u5206\u914d\u5230\u201c\u6295\u8a34\/\u8aee\u8a62\/\u552e\u5f8c\u201d\uff0c\u6216\u628a\u5de5\u55ae\u81ea\u52d5\u5206\u985e\u3002<\/p>\n

5. \u4e3b\u984c\u5efa\u6a21\uff08Topic Modeling\uff09<\/strong><\/h5>\n

\u5e6b\u52a9\u4f60\u767c\u73fe\u5927\u91cf\u6587\u672c\u4e2d\u7684\u6838\u5fc3\u4e3b\u984c\u8207\u7d50\u69cb\uff0c\u9069\u7528\u65bc\u8f3f\u60c5\u5206\u6790\u8207\u5167\u5bb9\u6d1e\u5bdf\u3002<\/p>\n

6. PII \u8cc7\u8a0a\u8b58\u5225\uff08\u654f\u611f\u8cc7\u6599\u8b58\u5225\uff09<\/strong><\/h5>\n

\u81ea\u52d5\u8b58\u5225\u8eab\u5206\u8b49\u865f\u78bc\u3001\u96fb\u8a71\u3001\u4fe1\u7bb1\u7b49\u96b1\u79c1\u8a0a\u606f\uff0c\u5354\u52a9\u5408\u898f\u7ba1\u7406\uff08\u5982GDPR\u3001\u96b1\u79c1\u6b0a\u4fdd\u8b77\u8981\u6c42\uff09\u3002<\/p>\n

<\/h4>\n

AWS Comprehend \u7684\u4f7f\u7528\u512a\u52e2<\/h4>\n

1. \u7121\u9700\u5efa\u6a21\uff0c\u958b\u7bb1\u5373\u7528<\/strong><\/h5>\n

\u7121\u9700\u6f14\u7b97\u6cd5\u5718\u968a\u3001\u7121\u9700\u8a13\u7df4\u6a21\u578b\uff0c\u4f01\u696d\u53ef\u4ee5\u76f4\u63a5\u547c\u53ebAPI \u5b8c\u6210\u5206\u6790\u3002<\/p>\n

2. \u8a17\u7ba1\u5f0f\u670d\u52d9\uff0c\u6613\u65bc\u64f4\u5c55<\/strong><\/h5>\n

\u4f9d\u64da\u5206\u6790\u91cf\u81ea\u52d5\u64f4\u5bb9\uff0c\u9069\u5408\u7db2\u8def\u5e73\u53f0\u3001\u96fb\u5546\u3001\u793e\u7fa4\u5167\u5bb9\u5927\u898f\u6a21\u8655\u7406\u3002<\/p>\n

3. \u9ad8\u53ef\u9760\u6027\u8207\u5b89\u5168\u6027<\/strong><\/h5>\n

\u57fa\u65bcAWS \u5168\u7403\u57fa\u790e\u8a2d\u65bd\uff0c\u4f01\u696d\u7121\u9700\u64d4\u5fc3\u670d\u52d9\u53ef\u7528\u6027\u3001\u7a69\u5b9a\u6027\u6216\u8cc7\u6599\u5b89\u5168\u3002<\/p>\n

4. \u6210\u672c\u6309\u9700\u8a08\u8cbb<\/strong><\/h5>\n

\u7121\u6700\u4f4e\u4f7f\u7528\u9580\u6abb\uff0c\u5c0f\u578b\u696d\u52d9\u4e5f\u53ef\u4ee5\u8f15\u91cf\u4f7f\u7528\uff0c\u5927\u696d\u52d9\u53ef\u9ad8\u4e26\u767c\u547c\u53eb\u3002<\/p>\n

 <\/p>\n

\u4f01\u696d\u5982\u4f55\u4f7f\u7528AWS Comprehend\uff1f<\/h4>\n

\u4ee5\u4e0b\u70ba\u5178\u578b\u843d\u5730\u65b9\u5f0f\uff1a<\/p>\n

\u5ba2\u6236\u670d\u52d9\u696d\uff1a\u81ea\u52d5\u8b58\u5225\u6295\u8a34\u539f\u56e0<\/strong><\/h5>\n

\u5c07\u5ba2\u6236\u5de5\u55ae\u3001\u804a\u5929\u8a18\u9304\u7b49\u8f38\u5165Comprehend \u2192 \u81ea\u52d5\u5206\u985e\u2192 \u81ea\u52d5\u6307\u6d3e\u5ba2\u670d\u7fa4\u7d44\uff0c\u5927\u5e45\u964d\u4f4e\u4eba\u529b\u6210\u672c\u3002<\/p>\n

\u96fb\u5546\u5e73\u53f0\uff1a\u7cbe\u6e96\u5206\u6790\u7528\u6236\u8a55\u50f9<\/strong><\/h5>\n

\u60c5\u7dd2\u5206\u6790+ \u95dc\u9375\u5b57\u64f7\u53d6\u2192 \u5feb\u901f\u5f97\u51fa\u4f7f\u7528\u8005\u504f\u597d\u3001\u7522\u54c1\u554f\u984c\u8207\u6539\u5584\u65b9\u5411\u3002<\/p>\n

\u91d1\u878d\/\u653f\u52d9\uff1a\u654f\u611f\u8cc7\u8a0a\u6aa2\u6e2c<\/strong><\/h5>\n

\u900f\u904ePII \u5075\u6e2c\u81ea\u52d5\u5c4f\u853d\u6216\u52a0\u5bc6\u654f\u611f\u8a0a\u606f\uff0c\u78ba\u4fdd\u7cfb\u7d71\u5408\u898f\u3001\u5b89\u5168\u3002<\/p>\n

\u5167\u5bb9\u5e73\u53f0\uff1a\u8f3f\u60c5\u76e3\u63a7\u8207\u5167\u5bb9\u5be9\u6838<\/strong><\/h5>\n

\u5206\u6790\u7528\u6236\u8a55\u8ad6\u4e3b\u984c\u8207\u60c5\u7dd2\uff0c\u53ca\u6642\u767c\u73fe\u98a8\u96aa\u5167\u5bb9\u8207\u71b1\u9580\u8da8\u52e2\u3002<\/p>\n

<\/h4>\n

AWS Comprehend \u8207\u4f01\u696d\u667a\u6167\u5316\u7684\u7d50\u5408<\/h4>\n

\u5c0d\u65bc\u6b63\u5728\u63a8\u9032\u667a\u6167\u5ba2\u670d\u3001\u667a\u6167\u5206\u6790\u3001\u667a\u6167\u76e3\u63a7\u7684\u4f01\u696d\u4f86\u8aaa\uff0cComprehend \u662f\u4e00\u500b\u300c\u6975\u4f4e\u9580\u6abb\u537b\u9ad8\u50f9\u503c\u300d\u7684NLP \u5de5\u5177\u3002<\/p>\n

\u900f\u904e\u6574\u5408\u81ea\u52d5\u5316\u6d41\u7a0b\uff08\u5982Lambda\u3001S3\u3001EventBridge \u7b49\uff09\uff0c\u53ef\u4ee5\u8b93\u6587\u5b57\u5206\u6790\u8b8a\u6210\u5168\u81ea\u52d5\u5316\u6d41\u7a0b\u3002<\/p>\n

\u4f8b\u5982\uff1a<\/p>\n

    \n
  1. \u7528\u6236\u63d0\u4ea4\u8a55\u8ad6\u2192<\/li>\n
  2. \u81ea\u52d5\u89f8\u767cLambda \u2192<\/li>\n
  3. \u547c\u53ebComprehend \u5206\u6790\u2192<\/li>\n
  4. \u7d50\u679c\u81ea\u52d5\u5beb\u5165\u8cc7\u6599\u5eab\u4e26\u89f8\u767c\u696d\u52d9\u6d41\u7a0b<\/li>\n<\/ol>\n

    \u7121\u9700\u4eba\u5de5\u4ecb\u5165\u5373\u53ef\u5b8c\u6210\u7aef\u5230\u7aef\u7684\u667a\u6167\u8655\u7406\u3002<\/p>\n

     <\/p>\n

    \u5728\u96f2\u7aef\u4e0a<\/h4>\n

    \u4f5c\u70ba AWS \u5b98\u65b9\u6388\u6b0a\u5408\u4f5c\u5925\u4f34\u300c\u5728\u96f2\u7aef\u4e0a\u300d<\/strong>\uff0c\u6211\u5011\u80fd\u5920\u70ba\u4f01\u696d\u63d0\u4f9b\uff1a<\/p>\n

    1.AWS Comprehend \u7684\u843d\u5730\u8aee\u8a62\u8207\u67b6\u69cb\u8a2d\u8a08<\/p>\n

    2.NLP \u61c9\u7528\u60c5\u5883\u898f\u5283\uff08\u5ba2\u670d\u5206\u6790\/\u6c11\u610f\u5206\u6790\/\u5de5\u55ae\u5206\u985e\u7b49\uff09<\/p>\n

    3.API \u6574\u5408\u3001\u81ea\u52d5\u5316\u6d41\u7a0b\u642d\u5efa<\/p>\n

    4.\u6210\u672c\u512a\u5316\u8207\u4e0a\u7dda\u7dad<\/p>\n

    5.AWS \u96f2\u7aef\u8cc7\u6e90\u4ee3\u91d1\u5238\u8207\u4f01\u696d\u4e0a\u96f2\u652f\u6301<\/p>\n

    \u7121\u8ad6\u4f60\u662f\u60f3\u5feb\u901f\u9a57\u8b49\u53ef\u884c\u6027\uff0c\u9084\u662f\u6e96\u5099\u5efa\u7acb\u4f01\u696d\u7d1a\u6587\u5b57\u5206\u6790\u5e73\u53f0\uff0c\u6211\u5011\u90fd\u53ef\u4ee5\u63d0\u4f9b\u7aef\u5230\u7aef\u7684\u6280\u8853\u8207\u696d\u52d9\u652f\u63f4\u3002<\/p>\n

    <\/h4>\n

    \u7d50\u8a9e<\/h4>\n

    AWS Comprehend \u662f\u4e00\u6b3e\u6975\u4ff1\u751f\u7522\u529b\u50f9\u503c\u7684NLP \u670d\u52d9\uff0c\u53ef\u5354\u52a9\u4f01\u696d\u5c07\u6d77\u91cf\u6587\u5b57\u8f49\u63db\u6210\u53ef\u91cf\u5316\u7684\u6d1e\u5bdf\u8cc7\u8a0a\u3002<\/p>\n

    \u900f\u904e\u5728\u96f2\u7aef\u4e0a\u7684\u5c08\u696d\u670d\u52d9\uff0c\u4f60\u53ef\u4ee5\u66f4\u8f15\u9b06\u5730\u5c07Comprehend \u878d\u5165\u696d\u52d9\u5834\u666f\uff0c\u8b93\u8cc7\u6599\u771f\u6b63\u70ba\u696d\u52d9\u6c7a\u7b56\u670d\u52d9\u3002<\/p>","protected":false},"excerpt":{"rendered":"

    \u5728\u6578\u4f4d\u6642\u4ee3\uff0c\u4f01\u696d\u6bcf\u5929\u90fd\u6703\u7522\u751f\u5927\u91cf\u6587\u5b57\u8cc7\u6599\uff1a\u5ba2\u6236\u8a55\u8ad6\u3001\u552e\u5f8c\u5c0d\u8a71\u3001\u793e\u7fa4\u5a92\u9ad4\u56de\u994b\u3001\u90f5\u4ef6\u5f80\u4f86\u3001\u5167\u90e8\u6587\u4ef6\u7b49\u3002\u4f46\u771f\u6b63\u80fd\u5920\u5f9e\u9019\u4e9b\u300c\u6587\u5b57\u5806\u300d\u4e2d\u7372\u53d6\u50f9\u503c\u7684\u4f01\u696d\u4e26\u4e0d\u591a\u3002\u50b3\u7d71\u4eba\u5de5\u7d71\u8a08\u8cbb\u6642\u8cbb\u529b\uff0c\u81ea\u884c\u5efa\u69cbNLP\uff08\u81ea\u7136\u8a9e\u8a00\u8655\u7406\uff09\u6a21\u578b\u53c8\u9700\u8981\u9f90\u5927\u7684\u6f14\u7b97\u6cd5\u5718\u968a\u8207\u7b97\u529b\u8cc7\u6e90\u3002<\/p>","protected":false},"author":1,"featured_media":4144,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[65],"tags":[],"class_list":["post-4143","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technical-sharing"],"_links":{"self":[{"href":"https:\/\/aws-oncloudai.com\/zh_hk\/wp-json\/wp\/v2\/posts\/4143","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aws-oncloudai.com\/zh_hk\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aws-oncloudai.com\/zh_hk\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aws-oncloudai.com\/zh_hk\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aws-oncloudai.com\/zh_hk\/wp-json\/wp\/v2\/comments?post=4143"}],"version-history":[{"count":1,"href":"https:\/\/aws-oncloudai.com\/zh_hk\/wp-json\/wp\/v2\/posts\/4143\/revisions"}],"predecessor-version":[{"id":4145,"href":"https:\/\/aws-oncloudai.com\/zh_hk\/wp-json\/wp\/v2\/posts\/4143\/revisions\/4145"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aws-oncloudai.com\/zh_hk\/wp-json\/wp\/v2\/media\/4144"}],"wp:attachment":[{"href":"https:\/\/aws-oncloudai.com\/zh_hk\/wp-json\/wp\/v2\/media?parent=4143"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aws-oncloudai.com\/zh_hk\/wp-json\/wp\/v2\/categories?post=4143"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aws-oncloudai.com\/zh_hk\/wp-json\/wp\/v2\/tags?post=4143"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}