{"id":57133,"date":"2025-04-08T18:12:06","date_gmt":"2025-04-08T22:12:06","guid":{"rendered":"https:\/\/www.sisinternational.com\/?page_id=57133"},"modified":"2025-09-15T21:09:42","modified_gmt":"2025-09-16T01:09:42","slug":"%e5%b8%82%e5%9c%ba%e7%a0%94%e7%a9%b6%e4%b8%ad%e7%9a%84k%e5%9d%87%e5%80%bc%e8%81%9a%e7%b1%bb%e5%88%86%e6%9e%90","status":"publish","type":"page","link":"https:\/\/www.sisinternational.com\/zh\/solutions\/qualitative-quantitative-research-solutions\/k-means-cluster-analysis-in-market-research\/","title":{"rendered":"\u5e02\u573a\u7814\u7a76\u4e2d\u7684K\u5747\u503c\u805a\u7c7b\u5206\u6790"},"content":{"rendered":"<h1 class=\"wp-block-heading\"><strong>\u5e02\u573a\u7814\u7a76\u4e2d\u7684K\u5747\u503c\u805a\u7c7b\u5206\u6790<\/strong><br><\/h1>\n\n\n\n<figure class=\"gb-block-image gb-block-image-a85ba4f7\"><img loading=\"lazy\" decoding=\"async\" width=\"1456\" height=\"816\" class=\"gb-image gb-image-a85ba4f7\" src=\"https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/08\/B2Bjpg-3.jpg\" alt=\"SIS \u56fd\u9645\u5e02\u573a\u7814\u7a76\u4e0e\u6218\u7565\" title=\"B2Bjpg\uff083\uff09\" srcset=\"https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/08\/B2Bjpg-3.jpg 1456w, https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/08\/B2Bjpg-3-300x168.jpg 300w, https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/08\/B2Bjpg-3-1024x574.jpg 1024w, https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/08\/B2Bjpg-3-768x430.jpg 768w, https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/08\/B2Bjpg-3-18x10.jpg 18w\" sizes=\"auto, (max-width: 1456px) 100vw, 1456px\"><\/figure>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><strong>\u5982\u4eca\u84ec\u52c3\u53d1\u5c55\u7684\u516c\u53f8\u6b63\u5728\u5229\u7528 K-means \u7b97\u6cd5\u53d1\u73b0\u7ade\u4e89\u5bf9\u624b\u770b\u4e0d\u5230\u7684\u6a21\u5f0f\u2014\u2014\u4ee5\u5916\u79d1\u624b\u672f\u822c\u7684\u7cbe\u51c6\u5ea6\u91c7\u53d6\u884c\u52a8\uff0c\u800c\u5176\u4ed6\u516c\u53f8\u5374\u8fd8\u5728\u6325\u821e\u5927\u9524\u3002.<\/strong><\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f60\u662f\u5426\u66fe\u597d\u5947\uff0c\u50cf\u82f9\u679c\u6216 Netflix \u8fd9\u6837\u7684\u516c\u53f8\u662f\u5982\u4f55\u5728\u4f60\u610f\u8bc6\u5230\u81ea\u5df1\u60f3\u8981\u4ec0\u4e48\u4e4b\u524d\u5c31\u7cbe\u51c6\u628a\u63e1\u4f60\u7684\u9700\u6c42\u7684\uff1f\u79d8\u8bc0\u5e76\u975e\u8bfb\u5fc3\u672f\uff0c\u800c\u662f\u5148\u8fdb\u7684\u6570\u636e\u5206\u6790\u3002\u5e02\u573a\u8c03\u7814\u4e2d\u7684 K \u5747\u503c\u805a\u7c7b\u5206\u6790\u5f7b\u5e95\u6539\u53d8\u4e86\u6211\u4eec\u5bf9\u6d88\u8d39\u8005\u884c\u4e3a\u7684\u7406\u89e3\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8ba9\u6211\u6765\u544a\u8bc9\u4f60\uff0c\u4e3a\u4ec0\u4e48\u5728\u5f53\u4eca\u6570\u636e\u7206\u70b8\u7684\u65f6\u4ee3\uff0c\u8fd9\u4e00\u70b9\u6bd4\u4ee5\u5f80\u4efb\u4f55\u65f6\u5019\u90fd\u66f4\u52a0\u91cd\u8981\u2014\u2014\u4ee5\u53ca\u4e3a\u4ec0\u4e48\u5927\u591a\u6570\u516c\u53f8\u4ecd\u7136\u5728\u8fd9\u65b9\u9762\u72af\u4e0b\u707e\u96be\u6027\u7684\u9519\u8bef\u3002.<\/p>\n\n\n\n<div class=\"wp-block-columns has-global-color-9-color has-base-2-background-color has-text-color has-background has-link-color wp-elements-3a10af706b4cb8591deb6d0bef53df17 is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:25%\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:50%\">\n<div class=\"wp-block-rank-math-toc-block\" style=\"font-size:15px\" id=\"rank-math-toc\"><h2>\u76ee\u5f55<\/h2><nav><ul><li><a href=\"#what-is-k-means-cluster-analysis-in-market-research\">\u5e02\u573a\u7814\u7a76\u4e2d\u7684K\u5747\u503c\u805a\u7c7b\u5206\u6790\u662f\u4ec0\u4e48\uff1f<\/a><\/li><li><a href=\"#the-strategic-benefits-of-k-means-cluster-analysis\">K\u5747\u503c\u805a\u7c7b\u5206\u6790\u7684\u6218\u7565\u4f18\u52bf<\/a><\/li><li><a href=\"#common-challenges-and-solutions-in-k-means-clustering\">\u5e02\u573a\u7814\u7a76\u4e2d\u7684K\u5747\u503c\u805a\u7c7b\u5206\u6790\uff1a\u5e38\u89c1\u6311\u6218\u53ca\u89e3\u51b3\u65b9\u6848<\/a><\/li><li><a href=\"#summary\">\u6458\u8981\uff1aK\u5747\u503c\u805a\u7c7b\u5206\u6790\u5728\u5e02\u573a\u7814\u7a76\u4e2d\u7684\u5e94\u7528<\/a><\/li><li><a href=\"#what-makes-sis-international-a-top-k-means-cluster-analysis-provider\">\u662f\u4ec0\u4e48\u8ba9SIS International\u6210\u4e3a\u5e02\u573a\u7814\u7a76\u9886\u57df\u9876\u5c16\u7684K\u5747\u503c\u805a\u7c7b\u5206\u6790\u670d\u52a1\u63d0\u4f9b\u5546\uff1f<\/a><\/li><li><a href=\"#frequently-asked-questions-about-k-means-cluster-analysis\">\u5173\u4e8e\u5e02\u573a\u7814\u7a76\u4e2d K-Means \u805a\u7c7b\u5206\u6790\u7684\u5e38\u89c1\u95ee\u9898<\/a><\/li><\/ul><\/nav><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:45%\">\n<p><strong>\u2705 \u70b9\u51fb\u6b64\u5904\u6536\u542c\u672c\u671f\u64ad\u5ba2\u8282\u76ee\uff1a<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-rich is-provider-spotify wp-block-embed-spotify wp-embed-aspect-21-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe title=\"Spotify\u5d4c\u5165\u5f0f\u5185\u5bb9\uff1a\u5229\u7528K\u5747\u503c\u805a\u7c7b\u5206\u6790\u5728\u5e02\u573a\u7814\u7a76\u4e2d\u6316\u6398\u6d88\u8d39\u8005\u6d1e\u5bdf\" style=\"border-radius: 12px\" width=\"100%\" height=\"152\" frameborder=\"0\" allowfullscreen allow=\"autoplay; clipboard-write; encrypted-media; fullscreen; picture-in-picture\" loading=\"lazy\" src=\"https:\/\/open.spotify.com\/embed\/episode\/5ahGhD3lJusBnbiNpipjMc?si=b6d7ed42aa4c44f1&#038;utm_source=oembed\"><\/iframe>\n<\/div><\/figure>\n<\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"what-is-k-means-cluster-analysis-in-market-research\">\u5e02\u573a\u7814\u7a76\u4e2d\u7684K\u5747\u503c\u805a\u7c7b\u5206\u6790\u662f\u4ec0\u4e48\uff1f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e02\u573a\u8c03\u7814\u4e2d\u7684K\u5747\u503c\u805a\u7c7b\u5206\u6790\uff0c\u5c31\u50cf\u662f\u8ba9\u4f60\u7684\u5ba2\u6237\u81ea\u7136\u5730\u7ec4\u7ec7\u8d77\u6765\uff0c\u800c\u4e0d\u662f\u628a\u4ed6\u4eec\u751f\u786c\u5730\u585e\u8fdb\u201c\u5343\u79a7\u4e00\u4ee3\u201d\u6216\u201c\u90ca\u533a\u7238\u7238\u201d\u4e4b\u7c7b\u7684\u6807\u7b7e\u91cc\u3002\u8be5\u7b97\u6cd5\u80fd\u591f\u53d1\u73b0\u884c\u4e3a\u3001\u504f\u597d\u548c\u9700\u6c42\u4e2d\u7684\u6a21\u5f0f\uff0c\u5e76\u6839\u636e\u5ba2\u6237\u7684\u5b9e\u9645\u884c\u4e3a\u800c\u975e\u4f60\u8ba4\u4e3a\u7684\u8eab\u4efd\u5c06\u76f8\u4f3c\u7684\u5ba2\u6237\u5f52\u7c7b\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u201cK\u201d\u503c\u6307\u7684\u662f\u4f60\u8981\u5bfb\u627e\u7684\u805a\u7c7b\u6570\u91cf\u3002\u6570\u91cf\u592a\u5c11\uff0c\u4f60\u4f1a\u9519\u8fc7\u5173\u952e\u7684\u533a\u522b\uff1b\u6570\u91cf\u592a\u591a\uff0c\u4f60\u4f1a\u5f92\u52b3\u65e0\u529f\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u65e9\u57282000\u5e74\u4ee3\u521d\u671f\uff0c\u5982\u679c\u4f60\u5728\u5e02\u573a\u8c03\u7814\u4e2d\u63d0\u5230K\u5747\u503c\u805a\u7c7b\u5206\u6790\uff0c\u5927\u591a\u6570\u9ad8\u7ba1\u8981\u4e48\u4e00\u8138\u832b\u7136\uff0c\u8981\u4e48\u7ffb\u767d\u773c\u3002\u201c\u7ed9\u6211\u4eba\u53e3\u7edf\u8ba1\u6570\u636e\u5c31\u884c\u4e86\uff01\u201d\u4ed6\u4eec\u4f1a\u8fd9\u4e48\u8bf4\u3002\u4f46\u662f\uff0c\u4eba\u53e3\u7edf\u8ba1\u6570\u636e\u53ea\u80fd\u544a\u8bc9\u4f60\u8868\u9762\u4fe1\u606f\u3002\u805a\u7c7b\u5206\u6790\u5219\u80fd\u63ed\u793a\u9a71\u52a8\u8d2d\u4e70\u51b3\u7b56\u7684\u5fc3\u7406\u548c\u884c\u4e3a\u771f\u76f8\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"the-strategic-benefits-of-k-means-cluster-analysis\">K\u5747\u503c\u805a\u7c7b\u5206\u6790\u7684\u6218\u7565\u4f18\u52bf<\/h2>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><strong>\u4e3a\u4ec0\u4e48K\u5747\u503c\u805a\u7c7b\u7b97\u6cd5\u6210\u4e3a\u6211\u5411\u9762\u4e34\u5e02\u573a\u590d\u6742\u6027\u7684\u5ba2\u6237\u63d0\u4f9b\u7684\u4e0d\u5bb9\u5546\u69b7\u7684\u5efa\u8bae\uff1f\u5b83\u7684\u6218\u7565\u4f18\u52bf\u8fdc\u4e0d\u6b62\u4e8e\u201c\u66f4\u597d\u7684\u5e02\u573a\u7ec6\u5206\u201d\u3002\u201d<\/strong><\/p>\n<\/blockquote>\n\n\n\n<figure class=\"gb-block-image gb-block-image-6a8fc62f\"><img loading=\"lazy\" decoding=\"async\" width=\"721\" height=\"562\" class=\"gb-image gb-image-6a8fc62f\" src=\"https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/04\/visual-selection-3.png\" alt=\"SIS \u56fd\u9645\u5e02\u573a\u7814\u7a76\u4e0e\u6218\u7565\" title=\"\u89c6\u89c9\u9009\u62e9\" srcset=\"https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/04\/visual-selection-3.png 721w, https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/04\/visual-selection-3-300x234.png 300w, https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/04\/visual-selection-3-15x12.png 15w\" sizes=\"auto, (max-width: 721px) 100vw, 721px\"><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c\u4e00\u7684\uff0c, <strong>\u5b83\u80fd\u6d88\u9664\u786e\u8ba4\u504f\u8bef\u3002.<\/strong> \u5927\u591a\u6570\u4f20\u7edf\u7814\u7a76\u53ea\u662f\u8bc1\u5b9e\u4e86\u9ad8\u7ba1\u4eec\u65e9\u5df2\u81ea\u4ee5\u4e3a\u77e5\u9053\u7684\u4e8b\u60c5\u3002\u8fd9\u79cd\u505a\u6cd5\u6210\u672c\u9ad8\u6602\uff0c\u5374\u53ea\u4f1a\u8ba9\u4eba\u611f\u5230\u5b89\u6170\uff0c\u8499\u853d\u4e86\u53cc\u773c\u3002\u5e02\u573a\u7814\u7a76\u4e2d\u7684K\u5747\u503c\u805a\u7c7b\u5206\u6790\u7ecf\u5e38\u4f1a\u5f97\u51fa\u4ee4\u9ad8\u7ba1\u4eec\u611f\u5230\u6781\u5ea6\u4e0d\u5b89\u7684\u7ed3\u8bba\u2014\u2014\u56e0\u4e3a\u5b83\u6311\u6218\u4e86\u4ed6\u4eec\u5bf9\u5e02\u573a\u7684\u6838\u5fc3\u5047\u8bbe\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u4f4d\u9152\u5e97\u4e1a\u9996\u5e2d\u6267\u884c\u5b98\u5728\u5ba2\u6237\u7fa4\u4f53\u5206\u6790\u663e\u793a\u5176\u6700\u6709\u4ef7\u503c\u7684\u5ba2\u6237\u7fa4\u4f53\u5e76\u975e\u4ed6\u4eec\u4e00\u76f4\u4ee5\u6765\u56f4\u7ed5\u5176\u54c1\u724c\u6253\u9020\u7684\u90a3\u90e8\u5206\u4eba\u7fa4\u65f6\uff0c\u7adf\u7136\u52c3\u7136\u5927\u6012\u3002\u516d\u4e2a\u6708\u540e\uff0c\u4ed6\u7ed9\u6211\u5bc4\u6765\u4e86\u4e00\u5c01\u624b\u5199\u7684\u611f\u8c22\u4fe1\u3002\u4ed6\u4eec\u7684\u80a1\u4ef7\u4e0a\u6da8\u4e8626%\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c\u4e8c\uff0c, <strong>\u8fd9\u4f1a\u9020\u6210\u4e0d\u516c\u5e73\u7684\u7ade\u4e89\u4f18\u52bf\u3002.<\/strong> \u4efb\u4f55\u4eba\u90fd\u53ef\u4ee5\u8d2d\u4e70\u4eba\u53e3\u7edf\u8ba1\u6570\u636e\u3002\u4f46\u901a\u8fc7\u590d\u6742\u7684\u805a\u7c7b\u5206\u6790\u83b7\u5f97\u7684\u6d1e\u5bdf\uff0c\u5374\u662f\u60a8\u5ba2\u6237\u7fa4\u4f53\u548c\u5e02\u573a\u5730\u4f4d\u72ec\u6709\u7684\u3002\u7ade\u4e89\u5bf9\u624b\u65e0\u6cd5\u590d\u5236\u60a8\u7684 K-means \u805a\u7c7b\u5206\u6790\u7ed3\u679c\uff0c\u56e0\u4e3a\u4ed6\u4eec\u65e0\u6cd5\u83b7\u53d6\u60a8\u72ec\u7279\u7684\u5ba2\u6237\u884c\u4e3a\u6570\u636e\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c\u4e09\uff0c, <strong>\u5b83\u80fd\u963b\u6b62\u8d44\u6e90\u6d41\u5931<\/strong>. \u4e00\u5bb6\u6d88\u8d39\u54c1\u516c\u53f8\u901a\u8fc7K\u5747\u503c\u805a\u7c7b\u5206\u6790\u53d1\u73b0\uff0c\u4ed6\u4eec\u5bf9\u6700\u5927\u7684\u5ba2\u6237\u7fa4\u4f53\uff08\u4ef7\u683c\u654f\u611f\u7684\u7cbe\u660e\u6d88\u8d39\u8005\uff09\u7684\u8425\u9500\u6295\u5165\u8fc7\u9ad8\uff0c\u5374\u51e0\u4e4e\u5ffd\u7565\u4e86\u4e00\u4e2a\u89c4\u6a21\u8f83\u5c0f\u4f46\u5fe0\u8bda\u5ea6\u6781\u9ad8\u7684\u5ba2\u6237\u7fa4\u4f53\u3002\u91cd\u65b0\u5206\u914d15%\u7684\u8425\u9500\u9884\u7b97\u540e\uff0c\u6574\u4f53\u76c8\u5229\u80fd\u529b\u63d0\u5347\u4e8611%\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6700\u540e\uff0c <strong>\u5728\u6570\u636e\u7206\u70b8\u7684\u65f6\u4ee3\uff0c\u5b83\u80fd\u5e26\u6765\u6e05\u6670\u7684\u601d\u8def\u3002. <\/strong>\u95ee\u9898\u4e0d\u5728\u4e8e\u4fe1\u606f\u532e\u4e4f\uff0c\u800c\u5728\u4e8e\u4fe1\u606f\u7f3a\u4e4f\u7ed3\u6784\u3002\u5728\u5e02\u573a\u8c03\u7814\u4e2d\u4f7f\u7528K\u5747\u503c\u805a\u7c7b\u5206\u6790\uff0c\u5c31\u50cf\u7a81\u7136\u5728\u7e41\u661f\u70b9\u70b9\u7684\u591c\u7a7a\u4e2d\u5bfb\u627e\u661f\u5ea7\u4e00\u6837\u3002.<\/p>\n\n\n\n<figure class=\"gb-block-image gb-block-image-cabe6a97\"><img loading=\"lazy\" decoding=\"async\" width=\"1456\" height=\"816\" class=\"gb-image gb-image-cabe6a97\" src=\"https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/09\/Quantitative-research-1d4-5.jpg\" alt=\"SIS \u56fd\u9645\u5e02\u573a\u7814\u7a76\u4e0e\u6218\u7565\" title=\"\u5b9a\u91cf\u7814\u7a76\uff081d4\uff09\uff085\uff09\" srcset=\"https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/09\/Quantitative-research-1d4-5.jpg 1456w, https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/09\/Quantitative-research-1d4-5-300x168.jpg 300w, https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/09\/Quantitative-research-1d4-5-1024x574.jpg 1024w, https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/09\/Quantitative-research-1d4-5-768x430.jpg 768w, https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/09\/Quantitative-research-1d4-5-18x10.jpg 18w\" sizes=\"auto, (max-width: 1456px) 100vw, 1456px\"><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u9009\u62e9\u53d8\u91cf\u65f6\uff0c\u8981\u50cf\u5bf9\u5f85\u751f\u547d\u4e00\u6837\u8ba4\u771f\u3002<\/h3>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><strong>\u6700\u597d\u7684\u53d8\u91cf\u80fd\u8bb2\u8ff0\u6545\u4e8b\uff0c\u6700\u5dee\u7684\u53d8\u91cf\u53ea\u662f\u8d70\u8fc7\u573a\u3002.<\/strong><\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0d\u8981\u4ec5\u4ec5\u83b7\u53d6\u65b9\u4fbf\u7684\u4eba\u53e3\u7edf\u8ba1\u6570\u636e\u3002\u8981\u59cb\u7ec8\u5173\u6ce8\u771f\u6b63\u9a71\u52a8\u8d2d\u4e70\u51b3\u7b56\u7684\u884c\u4e3a\u548c\u6001\u5ea6\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6210\u529f\u7684\u9879\u76ee\u901a\u5e38\u4f1a\u4f7f\u7528 15-30 \u4e2a\u5173\u952e\u53d8\u91cf\u6765\u4ee3\u8868\u5ba2\u6237\u884c\u4e3a\u3001\u504f\u597d\u548c\u75db\u70b9\u3002\u4e00\u4e2a\u91d1\u878d\u670d\u52a1\u9879\u76ee\u5728\u8d85\u8d8a\u8d26\u6237\u4f59\u989d\u7b49\u57fa\u672c\u8981\u7d20\uff0c\u5c06\u4e92\u52a8\u6a21\u5f0f\u3001\u652f\u6301\u4e92\u52a8\u548c\u4eba\u751f\u5927\u4e8b\u6307\u6807\u7eb3\u5165\u8003\u91cf\u540e\uff0c\u5b9e\u73b0\u4e86\u8f6c\u578b\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u505c\u6b62\u95ee\u201c\u6211\u4eec\u5e94\u8be5\u4f7f\u7528\u591a\u5c11\u4e2a\u96c6\u7fa4\uff1f\u201d<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e2a\u95ee\u9898\u5b8c\u5168\u4e0d\u5f97\u8981\u9886\u3002\u867d\u7136\u5b58\u5728\u8bf8\u5982\u8098\u90e8\u6cd5\u5219\u6216\u8f6e\u5ed3\u5206\u6790\u4e4b\u7c7b\u7684\u7edf\u8ba1\u65b9\u6cd5\uff0c\u4f46\u4e8b\u5b9e\u4e0a\uff0c\u6700\u4f73\u6570\u503c\u5e94\u517c\u987e\u7edf\u8ba1\u6709\u6548\u6027\u548c\u4e1a\u52a1\u5b9e\u7528\u6027\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9996\u5148\u5c1d\u8bd5\u4e00\u7cfb\u5217\u805a\u7c7b\u65b9\u6848\uff08\u901a\u5e38\u4e3a 3-8 \u4e2a\uff09\uff0c\u8bc4\u4f30\u6bcf\u4e2a\u65b9\u6848\u65f6\uff0c\u4e0d\u4ec5\u8981\u770b\u5176\u6570\u5b66\u62df\u5408\u5ea6\uff0c\u8fd8\u8981\u770b\u6700\u7ec8\u5212\u5206\u51fa\u7684\u7ec6\u5206\u7fa4\u4f53\u662f\u5426\u80fd\u8bb2\u8ff0\u4e00\u4e2a\u8fde\u8d2f\u7684\u6545\u4e8b\uff0c\u4ece\u800c\u63a8\u52a8\u884c\u52a8\u3002\u6709\u65f6\uff0c\u4e00\u4e2a\u5305\u542b 5 \u4e2a\u805a\u7c7b\u4e14\u5177\u6709\u6e05\u6670\u5546\u4e1a\u610f\u4e49\u7684\u65b9\u6848\uff0c\u6bd4\u4e00\u4e2a\u7edf\u8ba1\u4e0a\u66f4\u4f18\u4f46\u4f1a\u8ba9\u6240\u6709\u5b9e\u9645\u51b3\u7b56\u8005\u611f\u5230\u56f0\u60d1\u7684 7 \u4e2a\u805a\u7c7b\u65b9\u6848\u66f4\u6709\u4ef7\u503c\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6700\u7406\u60f3\u7684\u96c6\u7fa4\u6570\u91cf\u5c31\u662f\u4f60\u7684\u7ec4\u7ec7\u80fd\u591f\u5b9e\u9645\u8fd0\u8425\u7684\u6570\u91cf\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u7ed9\u4f60\u7684\u661f\u7cfb\u56e2\u547d\u540d\uff0c\u5426\u5219\u5c31\u7b49\u7740\u5b83\u4eec\u6d88\u4ea1\u5427\uff01<\/h3>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><strong>\u6570\u5b57\u672c\u8eab\u5e76\u4e0d\u80fd\u6fc0\u53d1\u884c\u52a8\u2014\u2014\u6545\u4e8b\u624d\u80fd\u3002\u5728\u8bc6\u522b\u51fa\u7fa4\u4f53\u4e4b\u540e\uff0c\u4f60\u5fc5\u987b\u5c06\u51b7\u51b0\u51b0\u7684\u7edf\u8ba1\u6570\u636e\u8f6c\u5316\u4e3a\u5f15\u4eba\u5165\u80dc\u7684\u6545\u4e8b\u3002.<\/strong><\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f53\u4e00\u5bb6\u5962\u4f88\u54c1\u96f6\u552e\u5546\u53d1\u73b0\u4e00\u4e2a\u91cd\u8981\u7684\u5ba2\u6237\u7fa4\u4f53\u65f6\uff0c\u4ed6\u4eec\u6ca1\u6709\u79f0\u4e4b\u4e3a\u201c\u7b2c\u4e09\u7c7b\u5ba2\u6237\u201c\uff0c\u800c\u662f\u5c06\u5176\u547d\u540d\u4e3a\u201d\u6709\u62b1\u8d1f\u7684\u6210\u529f\u8005\u201d\uff0c\u5e76\u4e3a\u5176\u521b\u5efa\u4e86\u4eba\u7269\u89d2\u8272\u548c\u65c5\u7a0b\u5730\u56fe\uff0c\u4f7f\u8be5\u7fa4\u4f53\u611f\u89c9\u50cf\u771f\u5b9e\u7684\u4eba\u4e00\u6837\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9a8c\u8bc1\u81f3\u5173\u91cd\u8981\u3002\u8fd0\u7528\u5b9a\u6027\u7814\u7a76\u65b9\u6cd5\uff0c\u4f7f\u7edf\u8ba1\u805a\u7c7b\u7ed3\u679c\u66f4\u52a0\u751f\u52a8\u5f62\u8c61\u3002\u4e00\u4e9b\u6700\u6210\u529f\u7684\u9879\u76ee\u5c06\u5e02\u573a\u7814\u7a76\u4e2d\u7684K\u5747\u503c\u805a\u7c7b\u5206\u6790\u4e0e\u6df1\u5ea6\u8bbf\u8c08\u76f8\u7ed3\u5408\uff0c\u4ee5\u9a8c\u8bc1\u5e76\u52a0\u6df1\u5bf9\u6bcf\u4e2a\u7ec6\u5206\u5e02\u573a\u7684\u7406\u89e3\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5b9a\u671f\u5237\u65b0\uff0c\u4f46\u4e0d\u8981\u8fc7\u5ea6\u5237\u65b0<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e02\u573a\u77ac\u606f\u4e07\u53d8\uff0c\u4f60\u5bf9\u5e02\u573a\u7684\u7406\u89e3\u4e5f\u5e94\u968f\u4e4b\u6539\u53d8\u3002\u5bf9\u4e8e\u5927\u591a\u6570\u884c\u4e1a\u800c\u8a00\uff0c\u6bcf18-24\u4e2a\u6708\u8fdb\u884c\u4e00\u6b21\u4e3b\u8981\u7684\u884c\u4e1a\u5206\u7c7b\u66f4\u65b0\u5373\u53ef\uff0c\u800c\u5bf9\u4e8e\u5feb\u901f\u53d8\u5316\u7684\u884c\u4e1a\uff0c\u5219\u9700\u8981\u66f4\u9891\u7e41\u5730\u66f4\u65b0\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">K\u5747\u503c\u805a\u7c7b\u5206\u6790\u5728\u5e02\u573a\u7814\u7a76\u4e2d\u7684\u795e\u5947\u4e4b\u5904\u4e0d\u4ec5\u5728\u4e8e\u53d1\u73b0\u6a21\u5f0f\uff0c\u66f4\u5728\u4e8e\u968f\u7740\u65f6\u95f4\u7684\u63a8\u79fb\uff0c\u56f4\u7ed5\u8fd9\u4e9b\u6a21\u5f0f\u5efa\u7acb\u8d77\u7ec4\u7ec7\u4e0a\u7684\u201c\u808c\u8089\u8bb0\u5fc6\u201d\u3002\u800c\u8fd9\u9700\u8981\u7a33\u5b9a\u6027\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"common-challenges-and-solutions-in-k-means-clustering\">\u5e02\u573a\u7814\u7a76\u4e2d\u7684K\u5747\u503c\u805a\u7c7b\u5206\u6790\uff1a\u5e38\u89c1\u6311\u6218\u53ca\u89e3\u51b3\u65b9\u6848 <\/h2>\n\n\n\n<figure class=\"gb-block-image gb-block-image-91d0a654\"><img loading=\"lazy\" decoding=\"async\" width=\"1456\" height=\"816\" class=\"gb-image gb-image-91d0a654\" src=\"https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/09\/Quantitative-research-14.jpg\" alt=\"SIS \u56fd\u9645\u5e02\u573a\u7814\u7a76\u4e0e\u6218\u7565\" title=\"\u5b9a\u91cf\u7814\u7a76\uff0814\uff09\" srcset=\"https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/09\/Quantitative-research-14.jpg 1456w, https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/09\/Quantitative-research-14-300x168.jpg 300w, https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/09\/Quantitative-research-14-1024x574.jpg 1024w, https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/09\/Quantitative-research-14-768x430.jpg 768w, https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/09\/Quantitative-research-14-18x10.jpg 18w\" sizes=\"auto, (max-width: 1456px) 100vw, 1456px\"><\/figure>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><strong>\u6700\u6210\u529f\u7684\u805a\u7c7b\u9879\u76ee\u4e0d\u4ec5\u4ec5\u662f\u8fd0\u884c\u7b97\u6cd5\u2014\u2014\u5b83\u4eec\u8fd8\u4f1a\u4e0e\u7ec4\u7ec7\u5408\u4f5c\uff0c\u4ee5\u786e\u4fdd\u805a\u7c7b\u80fd\u591f\u5e26\u6765\u5207\u5b9e\u7684\u4e1a\u52a1\u6210\u679c\u3002.<\/strong><\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bf4\u5b9e\u8bdd\uff0c\u5728\u5e02\u573a\u8c03\u7814\u4e2d\u5e94\u7528K\u5747\u503c\u805a\u7c7b\u5206\u6790\u5e76\u975e\u6613\u4e8b\u3002\u4ee5\u4e0b\u662f\u5927\u591a\u6570\u7ec4\u7ec7\u9762\u4e34\u7684\u969c\u788d\u4ee5\u53ca\u514b\u670d\u8fd9\u4e9b\u969c\u788d\u7684\u65b9\u6cd5\uff1a<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u201c\u810f\u6570\u636e\u201d\u56f0\u5883<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u201c\u5783\u573e\u8fdb\uff0c\u5783\u573e\u51fa\u201d\u4e0d\u4ec5\u4ec5\u662f\u4e00\u53e5\u8001\u751f\u5e38\u8c08\u2014\u2014\u5b83\u662f\u805a\u7c7b\u9879\u76ee\u7684\u9690\u5f62\u6740\u624b\u3002\u7f3a\u5931\u503c\u3001\u5f02\u5e38\u503c\u548c\u4e0d\u4e00\u81f4\u7684\u6570\u636e\u683c\u5f0f\u4f1a\u5c06\u4f60\u7cbe\u5fc3\u8bbe\u8ba1\u7684\u5206\u6790\u53d8\u6210\u4e00\u573a\u4ee3\u4ef7\u9ad8\u6602\u7684\u5e7b\u89c9\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u89e3\u51b3\u65b9\u6848\uff1a<\/strong> \u5728\u805a\u7c7b\u5206\u6790\u5f00\u59cb\u524d\uff0c\u5fc5\u987b\u6267\u884c\u4e25\u683c\u7684\u6570\u636e\u51c6\u5907\u6d41\u7a0b\u3002\u4e00\u5bb6\u533b\u7597\u4fdd\u5065\u5ba2\u6237\u82b1\u4e86\u6574\u6574\u4e09\u5468\u65f6\u95f4\u6e05\u7406\u5176\u5ba2\u6237\u6570\u636e\u96c6\uff0c\u8d77\u521d\u611f\u89c9\u6709\u70b9\u8fc7\u5ea6\uff0c\u4f46\u6700\u7ec8\u7684\u805a\u7c7b\u7ed3\u679c\u63ed\u793a\u4e86\u4e00\u4e2a\u4ef7\u503c 10 \u4e07\u4ebf\u81f3 4 \u4e07\u4ebf\u7f8e\u5143\u7684\u672a\u5f00\u53d1\u5e74\u5ea6\u6536\u5165\u7fa4\u4f53\uff0c\u624d\u89c9\u5f97\u4e00\u5207\u90fd\u662f\u503c\u5f97\u7684\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u201c\u6709\u591a\u5c11\u4e2a\u96c6\u7fa4\uff1f\u201d\u5934\u75db<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u9009\u62e9\u6700\u4f73\u805a\u7c7b\u6570\u91cf\u5e76\u975e\u7eaf\u7cb9\u7684\u79d1\u5b66\u2014\u2014\u5b83\u9700\u8981\u5546\u4e1a\u5224\u65ad\u4ee5\u53ca\u7edf\u8ba1\u9a8c\u8bc1\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u89e3\u51b3\u65b9\u6848\uff1a<\/strong> \u7ed3\u5408\u6280\u672f\u65b9\u6cd5\uff08\u8098\u90e8\u6cd5\u5219\u3001\u8f6e\u5ed3\u5206\u6790\uff09\u548c\u4e1a\u52a1\u9a8c\u8bc1\u3002\u4f8b\u5982\uff0c\u9488\u5bf9\u4e00\u5bb6\u96f6\u552e\u94f6\u884c\u5ba2\u6237\uff0c\u6211\u4eec\u63d0\u4f9b\u4e86\u4e09\u79cd\u805a\u7c7b\u65b9\u6848\uff084\u4e2a\u30016\u4e2a\u548c8\u4e2a\u7ec6\u5206\u5e02\u573a\uff09\uff0c\u5e76\u5206\u522b\u5217\u51fa\u4e86\u6bcf\u79cd\u65b9\u6848\u7684\u4f18\u7f3a\u70b9\uff0c\u6700\u7ec8\u5e2e\u52a9\u7ba1\u7406\u5c42\u9009\u62e9\u4e86\u517c\u987e\u7ec6\u81f4\u5206\u6790\u548c\u5b9e\u9645\u64cd\u4f5c\u6027\u76846\u7ec6\u5206\u5e02\u573a\u65b9\u6848\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u201c\u89e3\u91ca\u60ef\u6027\u201d\u95ee\u9898<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5373\u4f7f\u5b8c\u7f8e\u7684\u805a\u7c7b\u5206\u6790\u7ed3\u679c\uff0c\u5982\u679c\u4f60\u7684\u56e2\u961f\u50cf\u7814\u7a76\u8c61\u5f62\u6587\u5b57\u4e00\u6837\u76ef\u7740\u5b83\u4eec\u770b\uff0c\u90a3\u4e5f\u6beb\u65e0\u4ef7\u503c\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u89e3\u51b3\u65b9\u6848\uff1a<\/strong> \u4e3e\u529e\u201c\u96c6\u7fa4\u7ffb\u8bd1\u201d\u7814\u8ba8\u4f1a\uff0c\u8ba9\u5206\u6790\u5e08\u3001\u5e02\u573a\u8425\u9500\u4eba\u5458\u548c\u9ad8\u7ba1\u5171\u540c\u4e3a\u6bcf\u4e2a\u7ec6\u5206\u5e02\u573a\u547d\u540d\u5e76\u63cf\u8ff0\u5176\u7279\u5f81\uff0c\u4ece\u800c\u521b\u5efa\u80fd\u591f\u63a8\u52a8\u534f\u540c\u884c\u52a8\u7684\u5171\u540c\u8bed\u8a00\u3002\u5f53\u56e2\u961f\u5171\u540c\u6784\u5efa\u53d9\u4e8b\u65f6\uff0c\u91c7\u7528\u7387\u5c06\u5927\u5e45\u63d0\u5347\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u201c\u90a3\u53c8\u600e\u6837\uff1f\u201d\u7efc\u5408\u75c7<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5373\u4f7f\u6570\u5b66\u4e0a\u6700\u7cbe\u5999\u7684\u805a\u7c7b\u5206\u6790\uff0c\u5982\u679c\u6ca1\u6709\u4e1a\u52a1\u5f71\u54cd\uff0c\u4e5f\u6beb\u65e0\u610f\u4e49\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u89e3\u51b3\u65b9\u6848\uff1a<\/strong> \u5728\u5904\u7406\u6570\u636e\u4e4b\u524d\uff0c\u9996\u5148\u8981\u660e\u786e\u805a\u7c7b\u5206\u6790\u5c06\u5982\u4f55\u5f71\u54cd\u5177\u4f53\u7684\u4e1a\u52a1\u51b3\u7b56\u3002\u4f8b\u5982\uff0c\u5bf9\u4e8e\u4e00\u5bb6\u9152\u5e97\u5ba2\u6237\u800c\u8a00\uff0c\u901a\u8fc7\u7cbe\u786e\u7ed8\u5236\u805a\u7c7b\u5206\u6790\u7ed3\u679c\u5982\u4f55\u5f71\u54cd\u5b9a\u4ef7\u3001\u4fc3\u9500\u548c\u7269\u4e1a\u5f00\u53d1\u51b3\u7b56\uff0c\u6700\u7ec8\u5728\u4e00\u5e74\u5185\u5b9e\u73b0\u4e8617%\u7684\u6bcf\u95f4\u53ef\u4f9b\u51fa\u79df\u5ba2\u623f\u6536\u5165(RevPAR)\u589e\u957f\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u5e02\u573a\u7814\u7a76\u4e2d\uff0cK\u5747\u503c\u805a\u7c7b\u5206\u6790\u4e0d\u4ec5\u4ec5\u662f\u4e00\u79cd\u7edf\u8ba1\u6280\u672f\uff0c\u5982\u679c\u8fd0\u7528\u5f97\u5f53\uff0c\u5b83\u66f4\u662f\u4e00\u79cd\u4e1a\u52a1\u8f6c\u578b\u5de5\u5177\u3002\u8fde\u63a5\u6570\u636e\u79d1\u5b66\u4e0e\u4e1a\u52a1\u5f71\u54cd\u7684\u65b9\u6cd5\u8bba\u786e\u4fdd\u4e86\u6240\u53d1\u73b0\u7684\u6a21\u5f0f\u80fd\u591f\u5e26\u6765\u5207\u5b9e\u53ef\u89c1\u7684\u6210\u679c\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"summary\">\u6458\u8981\uff1aK\u5747\u503c\u805a\u7c7b\u5206\u6790\u5728\u5e02\u573a\u7814\u7a76\u4e2d\u7684\u5e94\u7528<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u2705<\/strong> \u5e02\u573a\u7814\u7a76\u4e2d\u7684 K \u5747\u503c\u805a\u7c7b\u5206\u6790\u63ed\u793a\u4e86\u4f20\u7edf\u7ec6\u5206\u65b9\u6cd5\u5b8c\u5168\u5ffd\u7565\u7684\u81ea\u7136\u5ba2\u6237\u7fa4\u4f53\uff0c\u6709\u53ef\u80fd\u53d1\u73b0\u9690\u85cf\u5728\u6570\u636e\u4e2d\u7684\u9ad8\u4ef7\u503c\u7ec6\u5206\u5e02\u573a\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u2705<\/strong> \u4e0e\u4eba\u53e3\u7edf\u8ba1\u7ec6\u5206\u4e0d\u540c\uff0cK\u5747\u503c\u805a\u7c7b\u57fa\u4e8e\u5b9e\u9645\u884c\u4e3a\u3001\u504f\u597d\u548c\u9700\u6c42\u6765\u8bc6\u522b\u6a21\u5f0f\uff0c\u4ece\u800c\u4ea7\u751f\u53ef\u64cd\u4f5c\u7684\u60c5\u62a5\uff0c\u800c\u4e0d\u662f\u8212\u9002\u7684\u523b\u677f\u5370\u8c61\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u2705<\/strong> \u6210\u529f\u5b9e\u65bd\u9700\u8981\u6781\u5176\u5e72\u51c0\u7684\u6570\u636e\u3001\u6df1\u601d\u719f\u8651\u7684\u53d8\u91cf\u9009\u62e9\uff0c\u4ee5\u53ca\u7edf\u8ba1\u4e25\u8c28\u6027\u548c\u5546\u4e1a\u9002\u7528\u6027\u4e4b\u95f4\u7684\u52a1\u5b9e\u5e73\u8861\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u2705<\/strong> \u6700\u4f73\u805a\u7c7b\u6570\u91cf\u9700\u8981\u5728\u6570\u5b66\u6709\u6548\u6027\u548c\u5b9e\u9645\u5546\u4e1a\u5e94\u7528\u4e4b\u95f4\u53d6\u5f97\u5e73\u8861\u2014\u2014\u5bf9\u4e8e\u5927\u591a\u6570\u5e02\u573a\u7814\u7a76\u5e94\u7528\u800c\u8a00\uff0c\u901a\u5e38\u5728 3-8 \u4e2a\u7ec6\u5206\u5e02\u573a\u4e4b\u95f4\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u2705<\/strong> K\u5747\u503c\u805a\u7c7b\u5206\u6790\u5df2\u7ecf\u6539\u53d8\u4e86\u5404\u4e2a\u884c\u4e1a\u7684\u4e1a\u7ee9\uff0c\u4ece\u96f6\u552e\u4e1a\u5230\u533b\u7597\u4fdd\u5065\u4e1a\u518d\u5230\u91d1\u878d\u670d\u52a1\u4e1a\uff0c\u5982\u679c\u5b9e\u65bd\u5f97\u5f53\uff0c\u901a\u5e38\u53ef\u5e26\u676520-40%\u7684\u6295\u8d44\u56de\u62a5\u7387\u63d0\u5347\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u2705<\/strong> \u5b9a\u671f\u66f4\u65b0\uff08\u901a\u5e38\u6bcf 18-24 \u4e2a\u6708\u4e00\u6b21\uff09\u53ef\u4fdd\u6301\u805a\u7c7b\u7684\u76f8\u5173\u6027\uff0c\u540c\u65f6\u4e3a\u7ec4\u7ec7\u91c7\u7528\u548c\u6218\u7565\u5b9e\u65bd\u7559\u51fa\u8db3\u591f\u7684\u65f6\u95f4\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u2705<\/strong> \u6700\u5927\u7684\u6311\u6218\u4e0d\u662f\u8fdb\u884c\u5206\u6790\uff0c\u800c\u662f\u5c06\u7edf\u8ba1\u6570\u636e\u8f6c\u5316\u4e3a\u5f15\u4eba\u5165\u80dc\u7684\u5ba2\u6237\u6545\u4e8b\uff0c\u4ece\u800c\u63a8\u52a8\u7ec4\u7ec7\u91c7\u53d6\u4e00\u81f4\u7684\u884c\u52a8\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"what-makes-sis-international-a-top-k-means-cluster-analysis-provider\">\u662f\u4ec0\u4e48\u8ba9SIS International\u6210\u4e3a\u5e02\u573a\u7814\u7a76\u9886\u57df\u9876\u5c16\u7684K\u5747\u503c\u805a\u7c7b\u5206\u6790\u670d\u52a1\u63d0\u4f9b\u5546\uff1f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u80fd\u591f\u53d6\u5f97\u5353\u8d8a\u6210\u679c\u7684K\u5747\u503c\u805a\u7c7b\u5206\u6790\u65b9\u6cd5\uff0c\u517c\u5177\u7edf\u8ba1\u5b66\u7684\u4e25\u8c28\u6027\u548c\u5546\u4e1a\u5b9e\u7528\u6027\u3002\u4ee5\u4e0b\u662f\u533a\u5206\u53d8\u9769\u6027\u805a\u7c7b\u9879\u76ee\u548c\u4ee3\u4ef7\u9ad8\u6602\u5374\u4ee4\u4eba\u5931\u671b\u7684\u9879\u76ee\u7684\u5173\u952e\u6240\u5728\uff1a<\/p>\n\n\n<p>\n\n\n<\/p>\n<p class=\"wp-block-paragraph\" style=\"padding-left: 40px;\"><strong>\u2714 \u5168\u7403\u8986\u76d6<\/strong>: <a href=\"https:\/\/www.linkedin.com\/company\/sisinternationalresearch\" target=\"_blank\" rel=\"noopener\">\u7814\u7a76\u4eba\u5458<\/a> \u5728120\u591a\u4e2a\u56fd\u5bb6\u5f00\u5c55\u7684\u7814\u7a76\u6355\u6349\u5230\u4e86\u5f71\u54cd\u805a\u7c7b\u6709\u6548\u6027\u7684\u6587\u5316\u7ec6\u5fae\u5dee\u522b\u3002\u4e00\u9879\u6d88\u8d39\u7535\u5b50\u4ea7\u54c1\u805a\u7c7b\u9879\u76ee\u901a\u8fc7\u8bc6\u522b\u4e0d\u540c\u6587\u5316\u80cc\u666f\u4e0b\u7684\u884c\u4e3a\u6a21\u5f0f\u7684\u663e\u8457\u5dee\u5f02\uff0c\u53d1\u73b0\u4e86\u5173\u952e\u7684\u533a\u57df\u5dee\u5f02\uff0c\u4ece\u800c\u5c06\u56fd\u9645\u8425\u9500\u7ee9\u6548\u63d0\u5347\u4e8631%\u3002.<\/p>\n<p style=\"padding-left: 40px;\">\n\n\n\n<\/p>\n<p class=\"wp-block-paragraph\" style=\"padding-left: 40px;\"><strong>\u2714 40\u4f59\u5e74\u7ecf\u9a8c<\/strong>\u81ea 1984 \u5e74\u4ee5\u6765\uff0c\u5e02\u573a\u7814\u7a76\u7ecf\u5386\u4e86\u591a\u6b21\u8303\u5f0f\u8f6c\u53d8\u3002K-means \u805a\u7c7b\u5206\u6790\u6280\u672f\u5df2\u5728\u5404\u884c\u5404\u4e1a\u7684\u6570\u767e\u4e2a\u9879\u76ee\u4e2d\u5f97\u5230\u5b8c\u5584\u3002\u5982\u6b64\u4e30\u5bcc\u7684\u7ecf\u9a8c\u610f\u5473\u7740\u53ef\u4ee5\u5728\u95ee\u9898\u5bfc\u81f4\u9879\u76ee\u5931\u8d25\u4e4b\u524d\u9884\u89c1\u5e76\u89e3\u51b3\u5b83\u4eec\u3002.<\/p>\n<p style=\"padding-left: 40px;\">\n\n\n\n<\/p>\n<p class=\"wp-block-paragraph\" style=\"padding-left: 40px;\"><strong>\u2714 \u5168\u7403\u62db\u8058\u6570\u636e\u5e93<\/strong>\uff1a\u901a\u8fc7\u63a5\u89e6\u5168\u7403\u8d85\u8fc7 5300 \u4e07\u540d\u7814\u7a76\u53c2\u4e0e\u8005\uff0c\u6211\u4eec\u80fd\u591f\u786e\u4fdd\u57fa\u4e8e\u53ef\u9760\u4e14\u5177\u6709\u4ee3\u8868\u6027\u7684\u6837\u672c\u8fdb\u884c\u805a\u7c7b\u5206\u6790\u3002\u6700\u8fd1\u4e00\u9879\u9488\u5bf9\u5236\u836f\u884c\u4e1a\u7684\u7ec6\u5206\u7814\u7a76\u4ec5\u7528\u4e86 10 \u5929\u5c31\u63a5\u89e6\u5230\u4e86 8 \u4e2a\u56fd\u5bb6\u7684\u4e13\u4e1a\u53c2\u4e0e\u8005\uff0c\u800c\u7ade\u4e89\u5bf9\u624b\u5219\u8868\u793a\u9700\u8981 6 \u5468\u4ee5\u4e0a\u7684\u65f6\u95f4\u624d\u80fd\u5b8c\u6210\u540c\u6837\u7684\u5de5\u4f5c\u3002.<\/p>\n<p style=\"padding-left: 40px;\">\n\n\n\n<\/p>\n<p class=\"wp-block-paragraph\" style=\"padding-left: 40px;\"><strong>\u2714 \u5f53\u5730\u5458\u5de5\u7cbe\u901a33\u79cd\u4ee5\u4e0a\u8bed\u8a00<\/strong>\u805a\u7c7b\u5206\u6790\u9700\u8981\u5bf9\u5ba2\u6237\u52a8\u673a\u6709\u7ec6\u81f4\u5165\u5fae\u7684\u7406\u89e3\uff0c\u800c\u8fd9\u79cd\u7406\u89e3\u5f80\u5f80\u4f1a\u5728\u6c9f\u901a\u4e2d\u4e22\u5931\u3002.<\/p>\n<p style=\"padding-left: 40px;\">\n\n\n\n<\/p>\n<p class=\"wp-block-paragraph\" style=\"padding-left: 40px;\"><strong>\u2714 \u5168\u7403\u6570\u636e\u5206\u6790<\/strong>\u6700\u6709\u6548\u7684\u9879\u76ee\u662f\u5c06 K-means \u4e0e\u5176\u4ed6\u9ad8\u7ea7\u6280\u672f\uff08\u5982\u968f\u673a\u68ee\u6797\u548c\u795e\u7ecf\u7f51\u7edc\uff09\u7ed3\u5408\u4f7f\u7528\uff08\u5982\u5728\u9002\u5f53\u60c5\u51b5\u4e0b\uff09\uff0c\u4ece\u800c\u521b\u5efa\u6df7\u5408\u65b9\u6cd5\uff0c\u4ece\u6570\u636e\u4e2d\u63d0\u53d6\u6700\u5927\u6d1e\u5bdf\u529b\u3002.\u00a0<\/p>\n<p style=\"padding-left: 40px;\">\n\n\n\n<\/p>\n<p class=\"wp-block-paragraph\" style=\"padding-left: 40px;\"><strong>\u2714 \u4ef7\u683c\u5408\u7406\u7684\u7814\u7a76<\/strong>\u5148\u8fdb\u5e76\u4e0d\u610f\u5473\u7740\u6602\u8d35\u3002\u9ad8\u6548\u7684\u5168\u7403\u67b6\u6784\u80fd\u591f\u4ee5\u4e2d\u578b\u4f01\u4e1a\u4e5f\u80fd\u8d1f\u62c5\u5f97\u8d77\u7684\u4ef7\u683c\uff0c\u5b9e\u73b0\u4f01\u4e1a\u7ea7\u96c6\u7fa4\u5206\u6790\u3002\u5373\u4f7f\u662f\u9884\u7b97\u6709\u9650\u7684\u521d\u521b\u516c\u53f8\uff0c\u4e5f\u80fd\u83b7\u5f97\u4ee5\u5f80\u53ea\u6709\u8d22\u5bcc 500 \u5f3a\u4f01\u4e1a\u624d\u80fd\u83b7\u5f97\u7684\u7ec6\u5206\u6d1e\u5bdf\u3002.<\/p>\n<p style=\"padding-left: 40px;\">\n\n\n\n<\/p>\n<p class=\"wp-block-paragraph\" style=\"padding-left: 40px;\"><strong>\u2714 \u4e2a\u6027\u5316\u65b9\u6848<\/strong>\u5343\u7bc7\u4e00\u5f8b\u7684\u65b9\u6cd5\u884c\u4e0d\u901a\u3002\u5f53\u6807\u51c6\u7684 K-means \u805a\u7c7b\u65e0\u6cd5\u6355\u6349\u5230\u67d0\u65f6\u5c1a\u96f6\u552e\u5546\u5ba2\u6237\u7fa4\u7684\u590d\u6742\u6027\u65f6\uff0c\u4e00\u79cd\u5b9a\u5236\u7684\u4e24\u9636\u6bb5\u805a\u7c7b\u65b9\u6cd5\u63ed\u793a\u4e86\u5173\u952e\u7684\u7ec6\u5206\u5e02\u573a\uff0c\u8fd9\u4e9b\u7ec6\u5206\u5e02\u573a\u4ec5\u51ed 8% \u7684\u5ba2\u6237\u5c31\u521b\u9020\u4e86 27% \u7684\u5229\u6da6\u3002.<\/p>\n<p>\n\n\n<\/p>\n\n\n<h2 class=\"wp-block-heading\" id=\"frequently-asked-questions-about-k-means-cluster-analysis\">\u5173\u4e8e\u5e02\u573a\u7814\u7a76\u4e2d K-Means \u805a\u7c7b\u5206\u6790\u7684\u5e38\u89c1\u95ee\u9898<\/h2>\n\n\n<p>\n\n\n<\/p>\n<h3 class=\"wp-block-heading\" style=\"padding-left: 40px;\">K\u5747\u503c\u65b9\u6cd5\u4e0e\u4f20\u7edf\u5e02\u573a\u7ec6\u5206\u7a76\u7adf\u6709\u4f55\u4e0d\u540c\uff1f<\/h3>\n<p style=\"padding-left: 40px;\">\n\n\n\n<\/p>\n<p class=\"wp-block-paragraph\" style=\"padding-left: 40px;\">\u4f20\u7edf\u5e02\u573a\u7ec6\u5206\u4ee5\u9884\u5148\u8bbe\u5b9a\u7684\u7c7b\u522b\uff08\u4f8b\u5982\u4eba\u53e3\u7edf\u8ba1\u6570\u636e\uff09\u4e3a\u8d77\u70b9\uff0c\u5f3a\u884c\u5c06\u5ba2\u6237\u5f52\u5165\u8fd9\u4e9b\u7c7b\u522b\u4e2d\u3002\u800c\u5e02\u573a\u7814\u7a76\u4e2d\u7684K\u5747\u503c\u805a\u7c7b\u5206\u6790\u5219\u53cd\u5176\u9053\u800c\u884c\u4e4b\u2014\u2014\u5b83\u8ba9\u6570\u636e\u81ea\u7136\u5448\u73b0\u6a21\u5f0f\uff0c\u4e0d\u53d7\u4efb\u4f55\u5148\u5165\u4e3a\u4e3b\u7684\u89c2\u5ff5\u5f71\u54cd\u3002\u8fd9\u79cd\u65b9\u6cd5\u5e38\u5e38\u80fd\u63ed\u793a\u51fa\u57fa\u4e8e\u5b9e\u9645\u884c\u4e3a\u548c\u504f\u597d\u800c\u975e\u5047\u8bbe\u7684\u3001\u4ee4\u4eba\u60ca\u8bb6\u7684\u5ba2\u6237\u7fa4\u4f53\u3002K\u5747\u503c\u805a\u7c7b\u5206\u6790\u80fd\u591f\u6301\u7eed\u6316\u6398\u51fa\u4f20\u7edf\u65b9\u6cd5\u5b8c\u5168\u5ffd\u7565\u7684\u9ad8\u4ef7\u503c\u7ec6\u5206\u5e02\u573a\u3002.<\/p>\n<p style=\"padding-left: 40px;\">\n\n\n\n<\/p>\n<h3 class=\"wp-block-heading\" style=\"padding-left: 40px;\">\u6709\u6548\u7684K\u5747\u503c\u805a\u7c7b\u9700\u8981\u591a\u5c11\u6570\u636e\uff1f<\/h3>\n<p style=\"padding-left: 40px;\">\n\n\n\n<\/p>\n<p class=\"wp-block-paragraph\" style=\"padding-left: 40px;\">\u867d\u7136\u66f4\u591a\u7684\u6570\u636e\u901a\u5e38\u80fd\u63d0\u9ad8\u805a\u7c7b\u8d28\u91cf\uff0c\u4f46\u8fd9\u5e76\u975e\u4ec5\u4ec5\u5173\u4e4e\u6570\u91cf\u3002\u6210\u529f\u7684\u9879\u76ee\u6709\u7684\u4ec5\u4f7f\u7528\u4e86 300 \u4e2a\u53d7\u8bbf\u8005\uff0c\u6709\u7684\u5219\u4f7f\u7528\u4e86\u6570\u767e\u4e07\u3002\u5173\u952e\u5728\u4e8e\u62e5\u6709\u80fd\u591f\u6355\u6349\u5ba2\u6237\u7fa4\u4f53\u4e4b\u95f4\u663e\u8457\u5dee\u5f02\u7684\u6b63\u786e\u53d8\u91cf\u3002\u8d28\u91cf\u6c38\u8fdc\u6bd4\u6570\u91cf\u66f4\u91cd\u8981\u3002.<\/p>\n<p style=\"padding-left: 40px;\">\n\n\n\n<\/p>\n<p class=\"wp-block-paragraph\" style=\"padding-left: 40px;\">\u6b63\u786e\u7684 10 \u4e2a\u53d8\u91cf\u6bd4\u9519\u8bef\u7684 100 \u4e2a\u53d8\u91cf\u66f4\u80fd\u63ed\u793a\u771f\u76f8\u3002.<\/p>\n<p style=\"padding-left: 40px;\">\n\n\n\n<\/p>\n<h3 class=\"wp-block-heading\" style=\"padding-left: 40px;\">K\u5747\u503c\u805a\u7c7b\u5206\u6790\u80fd\u5426\u5e2e\u52a9\u65b0\u4ea7\u54c1\u5f00\u53d1\uff1f<\/h3>\n<p style=\"padding-left: 40px;\">\n\n\n\n<\/p>\n<p class=\"wp-block-paragraph\" style=\"padding-left: 40px;\">\u6ca1\u9519\u2014\u2014\u5b83\u662f\u6700\u5f3a\u5927\u7684\u5e94\u7528\u4e4b\u4e00\uff01K\u5747\u503c\u805a\u7c7b\u901a\u8fc7\u8bc6\u522b\u5177\u6709\u4e0d\u540c\u9700\u6c42\u7684\u72ec\u7279\u5ba2\u6237\u7fa4\u4f53\uff0c\u5e2e\u52a9\u60a8\u907f\u514d\u201c\u4e3a\u666e\u901a\u5ba2\u6237\u6253\u9020\u666e\u901a\u4ea7\u54c1\u201d\u7684\u9677\u9631\u3002.<\/p>\n<p style=\"padding-left: 40px;\">\n\n\n\n<\/p>\n<h3 class=\"wp-block-heading\" style=\"padding-left: 40px;\">\u6211\u4eec\u5e94\u8be5\u591a\u4e45\u66f4\u65b0\u4e00\u6b21\u5ba2\u6237\u96c6\u7fa4\uff1f<\/h3>\n<p style=\"padding-left: 40px;\">\n\n\n\n<\/p>\n<p class=\"wp-block-paragraph\" style=\"padding-left: 40px;\">\u8fd9\u53d6\u51b3\u4e8e\u60a8\u6240\u5728\u884c\u4e1a\u7684\u53d8\u9769\u901f\u5ea6\u3002\u5728\u79d1\u6280\u6216\u65f6\u5c1a\u7b49\u5feb\u901f\u53d1\u5c55\u7684\u884c\u4e1a\uff0c\u6bcf 12-18 \u4e2a\u6708\u66f4\u65b0\u4e00\u6b21\u96c6\u7fa4\u662f\u660e\u667a\u4e4b\u4e3e\u3002\u800c\u5728\u8f83\u4e3a\u7a33\u5b9a\u7684\u884c\u4e1a\uff0c\u6bcf 2-3 \u5e74\u66f4\u65b0\u4e00\u6b21\u53ef\u80fd\u5c31\u8db3\u591f\u4e86\u3002\u5173\u952e\u5728\u4e8e\u5e73\u8861\u65b0\u9c9c\u5ea6\u548c\u8fd0\u8425\u7684\u7a33\u5b9a\u6027\u2014\u2014\u5728\u8fdb\u884c\u96c6\u7fa4\u8c03\u6574\u4e4b\u524d\uff0c\u60a8\u7684\u7ec4\u7ec7\u9700\u8981\u65f6\u95f4\u6765\u5b9e\u65bd\u57fa\u4e8e\u73b0\u6709\u7ec6\u5206\u5e02\u573a\u7684\u6218\u7565\u3002.<\/p>\n<p style=\"padding-left: 40px;\">\n\n\n\n<\/p>\n<h3 class=\"wp-block-heading\" style=\"padding-left: 40px;\">K\u5747\u503c\u805a\u7c7b\u7b97\u6cd5\u53ef\u4ee5\u7528\u4e8e\u5b9a\u6027\u6570\u636e\u5417\uff1f<\/h3>\n<p style=\"padding-left: 40px;\">\n\n\n\n<\/p>\n<p class=\"wp-block-paragraph\" style=\"padding-left: 40px;\">\u867d\u7136K\u5747\u503c\u7b97\u6cd5\u672c\u8eab\u9002\u7528\u4e8e\u6570\u503c\u6570\u636e\uff0c\u4f46\u4e5f\u5b58\u5728\u4e00\u4e9b\u6280\u672f\u53ef\u4ee5\u5c06\u5176\u4e0e\u5b9a\u6027\u4fe1\u606f\u76f8\u7ed3\u5408\u3002\u5c06\u5b9a\u6027\u6570\u636e\u8f6c\u5316\u4e3a\u53ef\u91cf\u5316\u53d8\u91cf\uff0c\u6216\u8005\u91c7\u7528\u5c06K\u5747\u503c\u7b97\u6cd5\u4e0e\u5176\u4ed6\u65b9\u6cd5\u76f8\u7ed3\u5408\u7684\u6df7\u5408\u65b9\u6cd5\uff0c\u901a\u5e38\u80fd\u591f\u4ea7\u751f\u663e\u8457\u7684\u6548\u679c\u3002.<\/p>\n<p style=\"padding-left: 40px;\">\n\n\n\n<\/p>\n<h3 class=\"wp-block-heading\" style=\"padding-left: 40px;\">\u6211\u4eec\u5982\u4f55\u5c06\u7edf\u8ba1\u805a\u7c7b\u8f6c\u5316\u4e3a\u53ef\u6267\u884c\u7684\u8425\u9500\u7b56\u7565\uff1f<\/h3>\n<p style=\"padding-left: 40px;\">\n\n\n\n<\/p>\n<p class=\"wp-block-paragraph\" style=\"padding-left: 40px;\">\u8fd9\u5c31\u662f\u827a\u672f\u4e0e\u79d1\u5b66\u7684\u4ea4\u6c47\u4e4b\u5904\u3002\u4e00\u65e6\u786e\u5b9a\u4e86\u5177\u6709\u7edf\u8ba1\u5b66\u610f\u4e49\u7684\u7ec6\u5206\u7fa4\u4f53\uff0c\u6df1\u5165\u5206\u6790\u4fbf\u80fd\u4e3a\u6bcf\u4e2a\u7ec6\u5206\u7fa4\u4f53\u6784\u5efa\u8be6\u5c3d\u7684\u753b\u50cf\uff0c\u5305\u62ec\u884c\u4e3a\u3001\u6001\u5ea6\u3001\u75db\u70b9\u548c\u8d2d\u4e70\u9a71\u52a8\u56e0\u7d20\u3002\u8de8\u804c\u80fd\u56e2\u961f\u7684\u7814\u8ba8\u4f1a\u5c06\u4e3a\u6bcf\u4e2a\u7ec6\u5206\u7fa4\u4f53\u5236\u5b9a\u91cf\u8eab\u5b9a\u5236\u7684\u7b56\u7565\u3002.<\/p>\n<p style=\"padding-left: 40px;\">\n\n\n\n<\/p>\n<p class=\"wp-block-paragraph\" style=\"padding-left: 40px;\">\u6570\u5b57\u5e76\u4e0d\u80fd\u9a71\u52a8\u884c\u52a8\uff0c\u6545\u4e8b\u624d\u80fd\u3002.<\/p>\n<p style=\"padding-left: 40px;\">\n\n\n\n<\/p>\n<h3 class=\"wp-block-heading\" style=\"padding-left: 40px;\">\u5bf9\u4e8e\u5c0f\u578b\u4f01\u4e1a\u6765\u8bf4\uff0cK\u5747\u503c\u805a\u7c7b\u5206\u6790\u503c\u5f97\u6295\u8d44\u5417\uff1f<\/h3>\n<p style=\"padding-left: 40px;\">\n\n\n\n<\/p>\n<p class=\"wp-block-paragraph\" style=\"padding-left: 40px;\">\u5404\u79cd\u89c4\u6a21\u7684\u516c\u53f8\u90fd\u80fd\u4eceK\u5747\u503c\u805a\u7c7b\u4e2d\u83b7\u76ca\uff0c\u4f46\u5177\u4f53\u65b9\u6cd5\u5f80\u5f80\u6709\u6240\u4e0d\u540c\u3002\u5bf9\u4e8e\u5c0f\u578b\u4f01\u4e1a\u800c\u8a00\uff0c\u56f4\u7ed5\u7279\u5b9a\u4e1a\u52a1\u95ee\u9898\u8fdb\u884c\u805a\u7126\u805a\u7c7b\uff0c\u800c\u975e\u8fdb\u884c\u5168\u9762\u7684\u5ba2\u6237\u7ec6\u5206\uff0c\u5f80\u5f80\u80fd\u5e26\u6765\u66f4\u9ad8\u7684\u6295\u8d44\u56de\u62a5\u7387\u3002\u6709\u65f6\uff0c\u89c4\u6a21\u6700\u5c0f\u7684\u516c\u53f8\u53cd\u800c\u83b7\u76ca\u6700\u591a\uff0c\u56e0\u4e3a\u5b83\u4eec\u80fd\u591f\u66f4\u5feb\u5730\u6839\u636e\u5206\u6790\u7ed3\u679c\u505a\u51fa\u8c03\u6574\u3002.<\/p>\n<p style=\"padding-left: 40px;\">\n\n\n\n<\/p>\n<p class=\"wp-block-paragraph\" style=\"padding-left: 40px;\">\u4e00\u4e2a\u597d\u95ee\u9898\u80dc\u8fc7\u5343\u8a00\u4e07\u8bed\u3002\u5e02\u573a\u8c03\u7814\u4e2d\u7684K\u5747\u503c\u805a\u7c7b\u5206\u6790\u80fd\u5e2e\u52a9\u4f60\u53d1\u73b0\u90a3\u4e9b\u4f60\u751a\u81f3\u90fd\u6ca1\u60f3\u5230\u7684\u5e02\u573a\u95ee\u9898\u2014\u2014\u800c\u8fd9\u6b63\u662f\u7a81\u7834\u6027\u6d1e\u5bdf\u7684\u8d77\u70b9\u3002.<\/p>\n<h2>\u6211\u4eec\u7684\u7ebd\u7ea6\u5de5\u5382\u5730\u5740<\/h2>\n<p>\n\n\n\n<iframe loading=\"lazy\" src=\"https:\/\/www.google.com\/maps\/embed?pb=!1m18!1m12!1m3!1d3022.976188376966!2d-73.99130312499956!3d40.740549471389315!2m3!1f0!2f0!3f0!3m2!1i1024!2i768!4f13.1!3m3!1m2!1s0x89c259a15798c731%3A0xd695d09bdd495f25!2s11%20E%2022nd%20St%20FL%202%2C%20New%20York%2C%20NY%2010010%2C%20USA!5e0!3m2!1sen!2spe!4v1726171763526!5m2!1sen!2spe\" width=\"600\" height=\"450\" allowfullscreen=\"allowfullscreen\" data-mce-fragment=\"1\"><\/iframe>\n\n\n\n<\/p>\n<h3 class=\"wp-block-heading\">\u7ebd\u7ea6\u5dde\u7ebd\u7ea6\u5e02\u4e1c22\u885711\u53f72\u697c 10010 \u7535\u8bdd\uff1a+1(212) 505-6805<\/h3>\n<hr \/>\n<h2><span style=\"font-weight: 400;\">\u5173\u4e8e SIS \u56fd\u9645<\/span><\/h2>\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.sisinternational.com\/zh\/\"><span style=\"font-weight: 400;\">SIS \u56fd\u9645<\/span><\/a><span style=\"font-weight: 400;\"> \u63d0\u4f9b\u5b9a\u91cf\u3001\u5b9a\u6027\u548c\u6218\u7565\u7814\u7a76\u3002\u6211\u4eec\u63d0\u4f9b\u51b3\u7b56\u6240\u9700\u7684\u6570\u636e\u3001\u5de5\u5177\u3001\u6218\u7565\u3001\u62a5\u544a\u548c\u89c1\u89e3\u3002\u6211\u4eec\u8fd8\u8fdb\u884c\u8bbf\u8c08\u3001\u8c03\u67e5\u3001\u7126\u70b9\u5c0f\u7ec4\u548c\u5176\u4ed6\u5e02\u573a\u7814\u7a76\u65b9\u6cd5\u548c\u9014\u5f84\u3002<\/span><a href=\"https:\/\/www.sisinternational.com\/zh\/%e5%85%b3%e4%ba%8e-sis-%e5%9b%bd%e9%99%85%e7%a0%94%e7%a9%b6\/contact-sis-international-market-research\/\"><span style=\"font-weight: 400;\"> \u8054\u7cfb\u6211\u4eec<\/span><\/a><span style=\"font-weight: 400;\"> \u4e3a\u60a8\u7684\u4e0b\u4e00\u4e2a\u5e02\u573a\u7814\u7a76\u9879\u76ee\u63d0\u4f9b\u5e2e\u52a9\u3002<\/span><\/p>\n<p>\u00a0<\/p>\n<p>\n\n\n<\/p>","protected":false},"excerpt":{"rendered":"<p>K-Means Cluster Analysis in Market Research The companies thriving today are using K-means to see patterns their competitors can&#8217;t\u2014moving with surgical precision while others flail with sledgehammers. Ever wondered how companies like Apple or Netflix seem to know exactly what you want before you do? The secret sauce isn&#8217;t mind reading\u2014it&#8217;s advanced data analysis. K-means &#8230; <a title=\"\u5e02\u573a\u7814\u7a76\u4e2d\u7684K\u5747\u503c\u805a\u7c7b\u5206\u6790\" class=\"read-more\" href=\"https:\/\/www.sisinternational.com\/zh\/solutions\/qualitative-quantitative-research-solutions\/k-means-cluster-analysis-in-market-research\/\" aria-label=\"\u9605\u8bfb K-Means Cluster Analysis in Market Research\">\u91cc\u65af<\/a><\/p>","protected":false},"author":1,"featured_media":62381,"parent":14660,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-57133","page","type-page","status-publish","has-post-thumbnail"],"_links":{"self":[{"href":"https:\/\/www.sisinternational.com\/zh\/wp-json\/wp\/v2\/pages\/57133","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.sisinternational.com\/zh\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.sisinternational.com\/zh\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.sisinternational.com\/zh\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.sisinternational.com\/zh\/wp-json\/wp\/v2\/comments?post=57133"}],"version-history":[{"count":17,"href":"https:\/\/www.sisinternational.com\/zh\/wp-json\/wp\/v2\/pages\/57133\/revisions"}],"predecessor-version":[{"id":68907,"href":"https:\/\/www.sisinternational.com\/zh\/wp-json\/wp\/v2\/pages\/57133\/revisions\/68907"}],"up":[{"embeddable":true,"href":"https:\/\/www.sisinternational.com\/zh\/wp-json\/wp\/v2\/pages\/14660"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.sisinternational.com\/zh\/wp-json\/wp\/v2\/media\/62381"}],"wp:attachment":[{"href":"https:\/\/www.sisinternational.com\/zh\/wp-json\/wp\/v2\/media?parent=57133"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}