{"id":5267,"date":"2025-02-25T13:58:55","date_gmt":"2025-02-25T13:58:55","guid":{"rendered":"https:\/\/hocoos.com\/?post_type=answer&#038;p=5267"},"modified":"2025-03-05T22:06:54","modified_gmt":"2025-03-05T22:06:54","slug":"what-is-a-knowledge-graph","status":"publish","type":"answer","link":"https:\/\/hocoos.com\/zh\/%e7%ad%94%e6%a1%88\/what-is-a-knowledge-graph\/","title":{"rendered":"\u4ec0\u4e48\u662f\u77e5\u8bc6\u56fe\u8c31\uff1f"},"content":{"rendered":"<h2 class=\"wp-block-heading\"><strong>\u4f7f\u7528\u77e5\u8bc6\u56fe\u8c31\u6709\u4ec0\u4e48\u597d\u5904\uff1f<\/strong><\/h2>\n\n\n\n<p>\u77e5\u8bc6\u56fe\u8c31\u901a\u5e38\u4f1a\u5f71\u54cd\u4ee5\u4e0b\u5143\u7d20\uff0c\u5305\u62ec\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6570\u636e\u96c6\u4e2d\u5316\uff1a<\/strong> \u77e5\u8bc6\u56fe\u8c31\u5c06\u6765\u81ea\u591a\u4e2a\u6765\u6e90\u7684\u4fe1\u606f\u6536\u96c6\u5230\u4e00\u4e2a\u4f4d\u7f6e\uff0c\u4ece\u800c\u51cf\u5c11\u6570\u636e\u788e\u7247\u3002<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u641c\u7d22\u89e3\u91ca\uff1a<\/strong> \u641c\u7d22\u5f15\u64ce\u4f7f\u7528\u8fd9\u4e9b\u5de5\u5177\u6765\u89e3\u91ca\u60a8\u641c\u7d22\u80cc\u540e\u7684\u542b\u4e49\uff0c\u4ece\u800c\u63d0\u9ad8\u641c\u7d22\u7ed3\u679c\u7684\u51c6\u786e\u6027\u3002<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u51b3\u7b56\u5f71\u54cd\uff1a <\/strong>\u96c6\u4e2d\u5f0f\u4fe1\u606f\u8bbf\u95ee\u63d0\u4f9b\u4e86\u7edf\u4e00\u7684\u89c6\u56fe\uff0c\u53ef\u80fd\u4f1a\u5f71\u54cd\u51b3\u7b56\u7684\u57fa\u7840\u3002<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u7528\u6237\u7279\u5b9a\u4f53\u9a8c\uff1a<\/strong> \u6839\u636e\u7528\u6237\u72ec\u7279\u7684\u4e2a\u4eba\u8d44\u6599\u63d0\u4f9b\u91cf\u8eab\u5b9a\u5236\u7684\u63a8\u8350\u548c\u5185\u5bb9\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u901a\u8fc7\u6570\u636e\u94fe\u63a5\uff0c\u56fe\u8868\u5141\u8bb8\u5728\u4fe1\u606f\u4e2d\u5305\u542b\u4e0a\u4e0b\u6587\u5143\u7d20\uff0c\u4ece\u800c\u53ef\u80fd\u5e26\u6765\u66f4\u6df1\u5165\u7684\u7406\u89e3\u3002<\/p>\n\n\n\n<p><strong>\u793a\u4f8b\uff1a<\/strong>&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5728\u533b\u7597\u884c\u4e1a\uff0c\u77e5\u8bc6\u56fe\u8c31\u53ef\u4ee5\u6574\u5408\u60a3\u8005\u8bb0\u5f55\u3001\u4e34\u5e8a\u7814\u7a76\u548c\u836f\u7269\u4fe1\u606f\u3002\u8fd9\u5141\u8bb8\u8fdb\u884c\u51c6\u786e\u7684\u8bca\u65ad\uff0c\u5e76\u4e3a\u5236\u5b9a\u4e2a\u6027\u5316\u6cbb\u7597\u7b56\u7565\u63d0\u4f9b\u57fa\u7840\u3002<\/li>\n<\/ul>\n\n\n\n<div class=\"answers-tip-box mt-8 mt-lg-10\">\n<div class=\"answers-small-title\">\n\t\t\t\t\t\t\t\n\u4e13\u5bb6\u63d0\u793a\uff1a\u00a0\n\n<\/div>\n<div class=\"answers-small-description mt-4\">\n\n\u8c03\u67e5\u77e5\u8bc6\u56fe\u8c31\u5982\u4f55\u5e94\u7528\u4e8e\u60a8\u7684\u9886\u57df\uff0c\u4ee5\u53ca\u5b83\u4eec\u5982\u4f55\u63d0\u9ad8\u751f\u4ea7\u529b\u5e76\u4fc3\u8fdb\u51b3\u7b56\u3002\n\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:72px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u77e5\u8bc6\u56fe\u8c31\u662f\u5982\u4f55\u4f7f\u7528\u7684\uff1f<\/strong><\/h2>\n\n\n\n<p>\u77e5\u8bc6\u56fe\u8c31\u7684\u7528\u9014\u5982\u4e0b\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u793e\u4ea4\u7f51\u7edc\uff1a<\/strong> Facebook \u4f7f\u7528\u77e5\u8bc6\u56fe\u8c31\u6765\u8fde\u63a5\u7528\u6237\u5e76\u63a8\u8350\u670b\u53cb\u3001\u7fa4\u7ec4\u548c\u76f8\u5173\u5185\u5bb9\u3002<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong><a href=\"https:\/\/hocoos.com\/zh\/%e7%ad%94%e6%a1%88\/%e7%bd%91%e7%ab%99%e5%bb%ba%e8%ae%be%e5%99%a8%e4%b8%ad%e7%9a%84%e7%94%b5%e5%95%86%e5%8a%9f%e8%83%bd%e6%98%af%e4%bb%80%e4%b9%88\/\" data-type=\"answer\" data-id=\"4104\">\u7535\u5b50\u5546\u52a1<\/a>:<\/strong> Amazon \u4f7f\u7528\u77e5\u8bc6\u56fe\u8c31\u6839\u636e\u7528\u6237\u7684\u6d4f\u89c8\u5386\u53f2\u548c\u8d2d\u7269\u4e60\u60ef\u63a8\u8350\u5546\u54c1\u3002<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5ba2\u6237\u670d\u52a1\uff1a<\/strong> \u804a\u5929\u673a\u5668\u4eba\u5229\u7528\u77e5\u8bc6\u56fe\u8c31\u6765\u7406\u89e3\u5ba2\u6237\u7684\u8be2\u95ee\u5e76\u63d0\u4f9b\u9002\u5f53\u7684\u56de\u590d\u3002<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u641c\u7d22\u5f15\u64ce\uff1a<\/strong> Google \u5229\u7528\u77e5\u8bc6\u56fe\u8c31\u6765\u786e\u5b9a\u641c\u7d22\u8bcd\u4e4b\u95f4\u7684\u5173\u8054\u6027\uff0c\u5e76\u63d0\u4f9b\u66f4\u4f73\u7684\u641c\u7d22\u7ed3\u679c\u3002<\/li>\n<\/ul>\n\n\n\n<div class=\"answers-tip-box mt-8 mt-lg-10\">\n<div class=\"answers-small-title\">\n\t\t\t\t\t\t\t\n\u4e13\u5bb6\u63d0\u793a\uff1a\u00a0\n\n<\/div>\n<div class=\"answers-small-description mt-4\">\n\n\u5982\u679c\u60a8\u6b63\u5728\u5f00\u53d1\u804a\u5929\u673a\u5668\u4eba\u6216\u4efb\u4f55\u7c7b\u578b\u7684 AI \u5e94\u7528\u7a0b\u5e8f\uff0c\u8bf7\u8003\u8651\u5982\u4f55\u7ed3\u5408\u77e5\u8bc6\u56fe\u8c31\u6765\u63d0\u9ad8\u51c6\u786e\u6027\u548c\u7406\u89e3\u80fd\u529b\u3002\n\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:72px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u77e5\u8bc6\u56fe\u8c31\u662f\u5982\u4f55\u5728\u673a\u5668\u5b66\u4e60\u4e2d\u5e94\u7528\u7684\uff1f<\/strong><\/h2>\n\n\n\n<p>\u673a\u5668\u5b66\u4e60\u7cfb\u7edf\u4e0e\u77e5\u8bc6\u56fe\u8c31\u7684\u4ea4\u4e92\u53ef\u4ee5\u589e\u5f3a\u5176\u7406\u89e3\u590d\u6742\u5173\u7cfb\u548c\u4e0a\u4e0b\u6587\u7684\u80fd\u529b\uff0c\u4ece\u800c\u4f7f\u673a\u5668\u5b66\u4e60\u6a21\u578b\u80fd\u591f\u8c03\u6574\u5176\u9884\u6d4b\u548c\u7ed3\u8bba\u3002<\/p>\n\n\n\n<p><strong>\u4ee5\u4e0b\u662f\u5177\u4f53\u65b9\u6cd5\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u66f4\u6df1\u5165\u7684\u6570\u636e\u7406\u89e3\uff1a <\/strong>\u00a0\u77e5\u8bc6\u56fe\u8c31\u5e2e\u52a9\u673a\u5668\u5b66\u4e60\u6a21\u578b\u7406\u89e3\u4e0d\u540c\u6570\u636e\u70b9\u4e4b\u95f4\u7684\u76f8\u4e92\u5173\u7cfb\u3002<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u51cf\u5c11\u6570\u636e\u7a00\u758f\u6027\uff1a <\/strong>\u53ef\u4ee5\u901a\u8fc7\u63a8\u65ad\u73b0\u6709\u6570\u636e\u4e4b\u95f4\u7684\u5173\u7cfb\u6765\u586b\u5145\u7f3a\u5931\u7684\u4fe1\u606f\uff0c\u4ece\u800c\u5b8c\u5584\u5173\u7cfb\u3002<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u53ef\u89e3\u91ca\u4eba\u5de5\u667a\u80fd\uff1a <\/strong>\u5b83\u4eec\u53ef\u4ee5\u89e3\u91ca\u673a\u5668\u5b66\u4e60\u6a21\u578b\u505a\u51fa\u7279\u5b9a\u51b3\u7b56\u80cc\u540e\u7684\u57fa\u672c\u539f\u7406\u3002<\/li>\n<\/ul>\n\n\n\n<p><strong>\u793a\u4f8b\uff1a<\/strong>&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u77e5\u8bc6\u56fe\u8c31\u80fd\u591f\u94fe\u63a5\u4e0d\u540c\u7684\u6570\u636e\u96c6\uff0c\u4f8b\u5982\u4ea4\u6613\u5386\u53f2\u548c\u7528\u6237\u6863\u6848\uff0c\u76ee\u7684\u662f\u53d1\u73b0\u6b3a\u8bc8\u6d3b\u52a8\u3002\u8fd9\u5728\u6b3a\u8bc8\u68c0\u6d4b\u4e2d\u975e\u5e38\u6709\u7528\uff0c\u53ef\u4ee5\u8bc6\u522b\u53ef\u7591\u6a21\u5f0f\u5e76\u9632\u6b62\u7834\u574f\u3002<\/li>\n<\/ul>\n\n\n\n<div style=\"height:72px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u77e5\u8bc6\u56fe\u8c31\u7684\u4e00\u4e9b\u5b9e\u9645\u5e94\u7528\u6848\u4f8b\u662f\u4ec0\u4e48\uff1f<\/strong><\/h2>\n\n\n\n<p>\u9664\u4e86Google\u641c\u7d22\u4e4b\u5916\uff0c\u5176\u4ed6AI\u6a21\u578b\u8fd8\u5305\u62ec\u4ee5\u4e0b\u5185\u5bb9\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>IBM Watson\uff1a<\/strong> \u8be5\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u4f7f\u7528\u77e5\u8bc6\u56fe\u8c31\u6765\u5206\u6790\u6587\u672c\uff0c\u5904\u7406\u81ea\u7136\u8bed\u8a00\u5e76\u63d0\u4f9b\u590d\u6742\u95ee\u9898\u7684\u7b54\u6848\u3002<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Wolfram Alpha\uff1a<\/strong> \u8fd9\u4e2a\u8ba1\u7b97\u77e5\u8bc6\u5f15\u64ce\u5229\u7528\u5e7f\u6cdb\u7684\u77e5\u8bc6\u56fe\u8c31\u6765\u83b7\u53d6\u4fe1\u606f\u5e76\u6267\u884c\u590d\u6742\u7684\u8ba1\u7b97\u3002<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>LinkedIn\uff1a<\/strong> \u4e00\u4e2a\u5229\u7528\u77e5\u8bc6\u56fe\u8c31\u6280\u672f\u5c06\u7528\u6237\u4e0e\u4eba\u8109\u548c\u5de5\u4f5c\u673a\u4f1a\u5339\u914d\u7684\u4e13\u4e1a\u793e\u4ea4\u7f51\u7ad9\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u4e0a\u8ff0\u4f8b\u5b50\u8fdb\u4e00\u6b65\u8bc1\u5b9e\u4e86\u77e5\u8bc6\u56fe\u8c31\u7684\u591a\u529f\u80fd\u6027\u53ca\u5176\u5728\u4e0d\u540c\u9886\u57df\/\u884c\u4e1a\u7684\u540e\u7eed\u5e94\u7528\u3002<\/p>\n\n\n\n<div style=\"height:72px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u77e5\u8bc6\u56fe\u8c31\u7684\u6311\u6218\u548c\u5c40\u9650\u6027\u662f\u4ec0\u4e48\uff1f<\/strong><\/h2>\n\n\n\n<p>\u77e5\u8bc6\u56fe\u8c31\u7684\u529f\u80fd\u975e\u5e38\u5f3a\u5927\uff0c\u4f46\u4e0e\u4efb\u4f55\u5176\u4ed6\u5de5\u5177\u4e00\u6837\uff0c\u5b83\u4eec\u4e5f\u6709\u4e00\u4e9b\u5c40\u9650\u6027\uff0c\u4f8b\u5982\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6784\u5efa\u4e2d\u7684\u969c\u788d\uff1a <\/strong>\u867d\u7136\u6784\u5efa\u548c\u66f4\u65b0\u8fd9\u4e9b\u6a21\u578b\u7684\u8fc7\u7a0b\u53ef\u80fd\u9519\u7efc\u590d\u6742\u4e14\u6210\u672c\u9ad8\u6602\uff0c\u4f46\u6f5c\u5728\u7684\u6536\u76ca\u53ef\u80fd\u8d85\u8fc7\u6311\u6218\u3002<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u51c6\u786e\u6027\uff1a <\/strong>\u786e\u4fdd\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u8d28\u91cf\u81f3\u5173\u91cd\u8981\u3002<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u7ba1\u7406\uff1a <\/strong>\u6709\u6548\u5730\u7ec4\u7ec7\u6570\u636e\uff0c\u540c\u65f6\u6269\u5c55\u8fd0\u8425\u89c4\u6a21\uff0c\u53ef\u80fd\u8981\u6c42\u5f88\u9ad8\u3002<\/li>\n<\/ul>\n\n\n\n<div class=\"answers-tip-box mt-8 mt-lg-10\">\n<div class=\"answers-small-title\">\n\t\t\t\t\t\t\t\n\u4e13\u5bb6\u63d0\u793a\uff1a\u00a0\n\n<\/div>\n<div class=\"answers-small-description mt-4\">\n\n\u5728\u5f00\u59cb\u65f6\u5b9a\u4e49\u4e00\u4e2a\u5c0f\u7684\u8303\u56f4\uff0c\u4ee5\u4fbf\u60a8\u53ef\u4ee5\u7ba1\u7406\u590d\u6742\u6027\u5e76\u786e\u4fdd\u77e5\u8bc6\u56fe\u8c31\u9879\u76ee\u7684\u6210\u529f\u3002\n\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:72px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u603b\u7ed3<\/strong><\/h2>\n\n\n\n<p>\u77e5\u8bc6\u56fe\u8c31\u63d0\u4f9b\u4e86\u4e00\u79cd\u6784\u5efa\u6570\u636e\u5e76\u901a\u8fc7\u94fe\u63a5\u4e0d\u540c\u5b9e\u4f53\u6765\u63d0\u9ad8\u7406\u89e3\u7684\u65b9\u6cd5 <a href=\"https:\/\/hocoos.com\/zh\/\">\u5728\u7f51\u7ad9\u4e0a<\/a>\u3002\u6574\u4f53\u7ed3\u6784\u6574\u5408\u4e86\u6570\u636e\u5206\u6790\u548c\u6536\u96c6\uff0c\u8fd9\u53cd\u8fc7\u6765\u53ef\u4ee5\u6539\u5584\u51b3\u7b56\u3002\u5b83\u4eec\u7684\u6f5c\u529b\u53ef\u4ee5\u901a\u8fc7\u77e5\u8bc6\u56fe\u8c31\u7684\u5b9e\u9645\u793a\u4f8b\u548c\u6f5c\u5728\u5e94\u7528\u6765\u8bc1\u660e\u3002\u4e3a\u4e86\u4ee5\u5168\u9762\u4e14\u6613\u4e8e\u7406\u89e3\u7684\u65b9\u5f0f\u8868\u793a\u77e5\u8bc6\uff0c\u77e5\u8bc6\u56fe\u8c31\u5df2\u6210\u4e3a\u6570\u636e\u7ba1\u7406\u548c\u7ec4\u7ec7\u3001\u4fe1\u606f\u63d0\u53d6\u4ee5\u53ca\u4fc3\u8fdb\u7279\u5b9a\u9886\u57df\u521b\u65b0\u7684\u5b9d\u8d35\u5de5\u5177\u3002<\/p>","protected":false},"excerpt":{"rendered":"<p>What are the benefits of using a knowledge graph? A knowledge graph commonly impacts elements including: Through data linking, the graph permits the inclusion of contextual elements within the information, potentially leading to a deeper understanding. Example:&nbsp; Pro Tip:\u00a0 Investigate how knowledge graphs are applied in your field and how they may improve productivity and [&hellip;]<\/p>","protected":false},"author":39,"featured_media":5268,"template":"","answers_category":[27],"class_list":["post-5267","answer","type-answer","status-publish","has-post-thumbnail","hentry","answers_category-website-content"],"acf":{"image":null,"card_image":5268,"content":[{"acf_fc_layout":"header_section","title":"\u4ec0\u4e48\u662f\u77e5\u8bc6\u56fe\u8c31\uff1f","descriptions":"A knowledge graph allows users to visualize the specific connections among different entities or pieces of information.<br\/><br\/>This approach facilitates deeper comprehension on the part of the computer, as opposed to processing data in a superficial manner.<br\/><br\/>\r\n\r\nIn contrast to a typical database, which records data in vertical tables and horizontal grids, a knowledge graph harnesses the information to form a web of interconnections that enhances the ability to detect relationships and extract useful information.<br\/><br\/>Search engines like Google may achieve more relevant and accurate results by interpreting user intent using information from a knowledge graph.\r\n","tip_label":"Pro Tip","tip":"When performing Google searches, pay attention to the \u201cknowledge panel\u201d that usually shows up next to the results. It is a graphical representation of how a knowledge graph works.","additional_tips":null,"key_takeaways_label":"Key Takeaways:","key_takeaways":[{"label":"Examining data for hidden connections can reveal deeper insights","body":""},{"label":"Investigate how knowledge graphs could impact your applications","body":""},{"label":"Find out how Google and others leverage knowledge graphs to streamline data","body":""}]}]},"_links":{"self":[{"href":"https:\/\/hocoos.com\/zh\/wp-json\/wp\/v2\/answer\/5267","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/hocoos.com\/zh\/wp-json\/wp\/v2\/answer"}],"about":[{"href":"https:\/\/hocoos.com\/zh\/wp-json\/wp\/v2\/types\/answer"}],"author":[{"embeddable":true,"href":"https:\/\/hocoos.com\/zh\/wp-json\/wp\/v2\/users\/39"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/hocoos.com\/zh\/wp-json\/wp\/v2\/media\/5268"}],"wp:attachment":[{"href":"https:\/\/hocoos.com\/zh\/wp-json\/wp\/v2\/media?parent=5267"}],"wp:term":[{"taxonomy":"answers_category","embeddable":true,"href":"https:\/\/hocoos.com\/zh\/wp-json\/wp\/v2\/answers_category?post=5267"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}