{"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%a0%b4%e7%a0%94%e7%a9%b6%e4%b8%ad%e7%9a%84k%e5%9d%87%e5%80%bc%e8%81%9a%e9%a1%9e%e5%88%86%e6%9e%90","status":"publish","type":"page","link":"https:\/\/www.sisinternational.com\/zh_hk\/solutions\/qualitative-quantitative-research-solutions\/k-means-cluster-analysis-in-market-research\/","title":{"rendered":"\u5e02\u5834\u7814\u7a76\u4e2d\u7684K\u5747\u503c\u805a\u985e\u5206\u6790"},"content":{"rendered":"<h1 class=\"wp-block-heading\"><strong>\u5e02\u5834\u7814\u7a76\u4e2d\u7684K\u5747\u503c\u805a\u985e\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 \u570b\u969b\u5e02\u5834\u7814\u7a76\u8207\u7b56\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\u767c\u5c55\u7684\u516c\u53f8\u6b63\u5728\u5229\u7528 K-means \u6f14\u7b97\u6cd5\u767c\u73fe\u7af6\u722d\u5c0d\u624b\u770b\u4e0d\u5230\u7684\u6a21\u5f0f\u2014\u2014\u4ee5\u5916\u79d1\u624b\u8853\u822c\u7684\u7cbe\u6e96\u5ea6\u63a1\u53d6\u884c\u52d5\uff0c\u800c\u5176\u4ed6\u516c\u53f8\u537b\u9084\u5728\u63ee\u821e\u5927\u9318\u3002.<\/strong><\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f60\u662f\u5426\u66fe\u7d93\u597d\u5947\uff0c\u50cf\u860b\u679c\u6216 Netflix \u9019\u6a23\u7684\u516c\u53f8\u662f\u5982\u4f55\u5728\u4f60\u610f\u8b58\u5230\u81ea\u5df1\u60f3\u8981\u4ec0\u9ebc\u4e4b\u524d\u5c31\u7cbe\u6e96\u628a\u63e1\u4f60\u7684\u9700\u6c42\u7684\uff1f\u79d8\u8a23\u4e26\u975e\u8b80\u5fc3\u8853\uff0c\u800c\u662f\u5148\u9032\u7684\u6578\u64da\u5206\u6790\u3002\u5e02\u5834\u7814\u7a76\u4e2d\u7684 K \u5747\u503c\u805a\u985e\u5206\u6790\u5fb9\u5e95\u6539\u8b8a\u4e86\u6211\u5011\u5c0d\u6d88\u8cbb\u8005\u884c\u70ba\u7684\u7406\u89e3\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8b93\u6211\u4f86\u544a\u8a34\u4f60\uff0c\u70ba\u4ec0\u9ebc\u5728\u7576\u4eca\u6578\u64da\u7206\u70b8\u7684\u6642\u4ee3\uff0c\u9019\u4e00\u9ede\u6bd4\u4ee5\u5f80\u4efb\u4f55\u6642\u5019\u90fd\u66f4\u52a0\u91cd\u8981\u2014\u2014\u4ee5\u53ca\u70ba\u4ec0\u9ebc\u5927\u591a\u6578\u516c\u53f8\u4ecd\u7136\u5728\u9019\u65b9\u9762\u72af\u4e0b\u707d\u96e3\u6027\u7684\u932f\u8aa4\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\u9304<\/h2><nav><ul><li><a href=\"#what-is-k-means-cluster-analysis-in-market-research\">\u5e02\u5834\u7814\u7a76\u4e2d\u7684K\u5747\u503c\u805a\u985e\u5206\u6790\u662f\u4ec0\u9ebc\uff1f<\/a><\/li><li><a href=\"#the-strategic-benefits-of-k-means-cluster-analysis\">K\u5747\u503c\u805a\u985e\u5206\u6790\u7684\u7b56\u7565\u512a\u52e2<\/a><\/li><li><a href=\"#common-challenges-and-solutions-in-k-means-clustering\">\u5e02\u5834\u7814\u7a76\u4e2d\u7684K\u5747\u503c\u805a\u985e\u5206\u6790\uff1a\u5e38\u898b\u6311\u6230\u53ca\u89e3\u6c7a\u65b9\u6848<\/a><\/li><li><a href=\"#summary\">\u6458\u8981\uff1aK\u5747\u503c\u805a\u985e\u5206\u6790\u5728\u5e02\u5834\u7814\u7a76\u4e2d\u7684\u61c9\u7528<\/a><\/li><li><a href=\"#what-makes-sis-international-a-top-k-means-cluster-analysis-provider\">\u662f\u4ec0\u9ebc\u8b93SIS International\u6210\u70ba\u5e02\u5834\u7814\u7a76\u9818\u57df\u9802\u5c16\u7684K\u5747\u503c\u805a\u985e\u5206\u6790\u63d0\u4f9b\u8005\uff1f<\/a><\/li><li><a href=\"#frequently-asked-questions-about-k-means-cluster-analysis\">\u95dc\u65bc\u5e02\u5834\u7814\u7a76\u4e2d K-Means \u805a\u985e\u5206\u6790\u7684\u5e38\u898b\u554f\u984c<\/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 \u9ede\u6b64\u6536\u807d\u672c\u96c6\u64ad\u5ba2\u7bc0\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\u5167\u5bb9\uff1a\u5229\u7528K\u5747\u503c\u805a\u985e\u5206\u6790\u5728\u5e02\u5834\u7814\u7a76\u4e2d\u6316\u6398\u6d88\u8cbb\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\u5834\u7814\u7a76\u4e2d\u7684K\u5747\u503c\u805a\u985e\u5206\u6790\u662f\u4ec0\u9ebc\uff1f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e02\u5834\u7814\u7a76\u4e2d\u7684K\u5747\u503c\u805a\u985e\u5206\u6790\uff0c\u5c31\u50cf\u662f\u8b93\u4f60\u7684\u5ba2\u6236\u81ea\u7136\u5730\u7d44\u7e54\u8d77\u4f86\uff0c\u800c\u4e0d\u662f\u628a\u4ed6\u5011\u751f\u786c\u5730\u585e\u9032\u300c\u5343\u79a7\u4e16\u4ee3\u300d\u6216\u300c\u90ca\u5340\u7238\u7238\u300d\u4e4b\u985e\u7684\u6a19\u7c64\u88e1\u3002\u8a72\u6f14\u7b97\u6cd5\u80fd\u5920\u767c\u73fe\u884c\u70ba\u3001\u504f\u597d\u548c\u9700\u6c42\u4e2d\u7684\u6a21\u5f0f\uff0c\u4e26\u6839\u64da\u5ba2\u6236\u7684\u5be6\u969b\u884c\u70ba\u800c\u975e\u4f60\u8a8d\u70ba\u7684\u8eab\u4efd\u5c07\u76f8\u4f3c\u7684\u5ba2\u6236\u6b78\u985e\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u300cK\u300d\u503c\u6307\u7684\u662f\u4f60\u8981\u5c0b\u627e\u7684\u805a\u985e\u6578\u91cf\u3002\u6578\u91cf\u592a\u5c11\uff0c\u4f60\u6703\u932f\u904e\u95dc\u9375\u7684\u5dee\u7570\uff1b\u6578\u91cf\u592a\u591a\uff0c\u4f60\u6703\u5f92\u52de\u7121\u529f\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u65e9\u57282000\u5e74\u4ee3\u521d\u671f\uff0c\u5982\u679c\u4f60\u5728\u5e02\u5834\u8abf\u67e5\u4e2d\u63d0\u5230K\u5747\u503c\u805a\u985e\u5206\u6790\uff0c\u5927\u591a\u6578\u4e3b\u7ba1\u8981\u4e0d\u662f\u4e00\u81c9\u832b\u7136\uff0c\u5c31\u662f\u7ffb\u767d\u773c\u3002 \u300c\u7d66\u6211\u4eba\u53e3\u7d71\u8a08\u6578\u64da\u5c31\u884c\u4e86\uff01\u300d\u4ed6\u5011\u6703\u9019\u9ebc\u8aaa\u3002\u4f46\u662f\uff0c\u4eba\u53e3\u7d71\u8a08\u8cc7\u6599\u53ea\u80fd\u544a\u8a34\u4f60\u8868\u9762\u8cc7\u8a0a\u3002\u805a\u985e\u5206\u6790\u5247\u80fd\u63ed\u793a\u9a45\u52d5\u8cfc\u8cb7\u6c7a\u7b56\u7684\u5fc3\u7406\u548c\u884c\u70ba\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\u985e\u5206\u6790\u7684\u7b56\u7565\u512a\u52e2<\/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>\u70ba\u4ec0\u9ebcK\u5747\u503c\u805a\u985e\u6f14\u7b97\u6cd5\u6210\u70ba\u6211\u5411\u9762\u81e8\u5e02\u5834\u8907\u96dc\u6027\u7684\u5ba2\u6236\u63d0\u4f9b\u7684\u4e0d\u5bb9\u5546\u69b7\u7684\u5efa\u8b70\uff1f\u5b83\u7684\u6230\u7565\u512a\u52e2\u9060\u4e0d\u6b62\u65bc\u300c\u66f4\u597d\u7684\u5e02\u5834\u5340\u9694\u300d\u3002\u201c<\/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 \u570b\u969b\u5e02\u5834\u7814\u7a76\u8207\u7b56\u7565\" title=\"\u8996\u89ba\u9078\u64c7\" 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\u78ba\u8a8d\u504f\u5dee\u3002.<\/strong> \u5927\u591a\u6578\u50b3\u7d71\u7814\u7a76\u53ea\u662f\u8b49\u5be6\u4e86\u9ad8\u968e\u4e3b\u7ba1\u65e9\u5df2\u81ea\u4ee5\u70ba\u77e5\u9053\u7684\u4e8b\u3002\u9019\u7a2e\u505a\u6cd5\u6210\u672c\u9ad8\u6602\uff0c\u537b\u53ea\u6703\u8b93\u4eba\u611f\u5230\u5b89\u6170\uff0c\u8499\u853d\u4e86\u96d9\u773c\u3002\u5e02\u5834\u7814\u7a76\u4e2d\u7684K\u5747\u503c\u805a\u985e\u5206\u6790\u7d93\u5e38\u6703\u5f97\u51fa\u4ee4\u4e3b\u7ba1\u5011\u611f\u5230\u6975\u5ea6\u4e0d\u5b89\u7684\u7d50\u8ad6\u2014\u2014\u56e0\u70ba\u5b83\u6311\u6230\u4e86\u4ed6\u5011\u5c0d\u5e02\u5834\u7684\u6838\u5fc3\u5047\u8a2d\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u4f4d\u9152\u5e97\u696d\u57f7\u884c\u9577\u5728\u5ba2\u6236\u7fa4\u5206\u6790\u986f\u793a\u5176\u6700\u6709\u50f9\u503c\u7684\u5ba2\u6236\u7fa4\u4e26\u975e\u4ed6\u5011\u4e00\u76f4\u4ee5\u4f86\u570d\u7e5e\u5176\u54c1\u724c\u6253\u9020\u7684\u90a3\u90e8\u5206\u4eba\u7fa4\u6642\uff0c\u7adf\u7136\u52c3\u7136\u5927\u6012\u3002\u516d\u500b\u6708\u5f8c\uff0c\u4ed6\u5bc4\u4e86\u4e00\u5c01\u624b\u5beb\u7684\u611f\u8b1d\u4fe1\u7d66\u6211\u3002\u4ed6\u5011\u7684\u80a1\u50f9\u4e0a\u6f32\u4e8626%\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c\u4e8c\uff0c, <strong>\u9019\u6703\u9020\u6210\u4e0d\u516c\u5e73\u7684\u7af6\u722d\u512a\u52e2\u3002.<\/strong> \u4efb\u4f55\u4eba\u90fd\u53ef\u4ee5\u8cfc\u8cb7\u4eba\u53e3\u7d71\u8a08\u8cc7\u6599\u3002\u4f46\u900f\u904e\u8907\u96dc\u7684\u805a\u985e\u5206\u6790\u6240\u7372\u5f97\u7684\u6d1e\u5bdf\uff0c\u537b\u662f\u60a8\u5ba2\u6236\u7fa4\u548c\u5e02\u5834\u5730\u4f4d\u7368\u6709\u7684\u3002\u7af6\u722d\u5c0d\u624b\u7121\u6cd5\u8907\u88fd\u60a8\u7684 K-means \u805a\u985e\u5206\u6790\u7d50\u679c\uff0c\u56e0\u70ba\u4ed6\u5011\u7121\u6cd5\u53d6\u5f97\u60a8\u7368\u7279\u7684\u5ba2\u6236\u884c\u70ba\u8cc7\u6599\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c\u4e09\uff0c, <strong>\u5b83\u80fd\u963b\u6b62\u8cc7\u6e90\u6d41\u5931<\/strong>. \u4e00\u5bb6\u6d88\u8cbb\u54c1\u516c\u53f8\u900f\u904eK\u5747\u503c\u805a\u985e\u5206\u6790\u767c\u73fe\uff0c\u4ed6\u5011\u5c0d\u6700\u5927\u7684\u5ba2\u6236\u7fa4\uff08\u50f9\u683c\u654f\u611f\u7684\u7cbe\u660e\u6d88\u8cbb\u8005\uff09\u7684\u71df\u92b7\u6295\u5165\u904e\u9ad8\uff0c\u537b\u5e7e\u4e4e\u5ffd\u7565\u4e86\u4e00\u500b\u898f\u6a21\u8f03\u5c0f\u4f46\u5fe0\u8aa0\u5ea6\u6975\u9ad8\u7684\u5ba2\u6236\u7fa4\u3002\u91cd\u65b0\u5206\u914d15%\u7684\u884c\u92b7\u9810\u7b97\u5f8c\uff0c\u6574\u9ad4\u7372\u5229\u80fd\u529b\u63d0\u5347\u4e8611%\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6700\u5f8c\uff0c <strong>\u5728\u6578\u64da\u7206\u70b8\u7684\u6642\u4ee3\uff0c\u5b83\u80fd\u5e36\u4f86\u6e05\u6670\u7684\u60f3\u6cd5\u3002. <\/strong>\u554f\u984c\u4e0d\u5728\u65bc\u8cc7\u8a0a\u5331\u4e4f\uff0c\u800c\u662f\u8cc7\u8a0a\u7f3a\u4e4f\u7d50\u69cb\u3002\u5728\u5e02\u5834\u8abf\u67e5\u4e2d\u4f7f\u7528K\u5747\u503c\u805a\u985e\u5206\u6790\uff0c\u5c31\u50cf\u7a81\u7136\u5728\u7e41\u661f\u9ede\u9ede\u7684\u591c\u7a7a\u4e2d\u5c0b\u627e\u661f\u5ea7\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 \u570b\u969b\u5e02\u5834\u7814\u7a76\u8207\u7b56\u7565\" title=\"\u91cf\u5316\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\">\u9078\u64c7\u8b8a\u6578\u6642\uff0c\u8981\u50cf\u5c0d\u5f85\u751f\u547d\u4e00\u6a23\u8a8d\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\u8b8a\u6578\u80fd\u8b1b\u8ff0\u6545\u4e8b\uff0c\u6700\u5dee\u7684\u8b8a\u6578\u53ea\u662f\u8d70\u904e\u5834\u3002.<\/strong><\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0d\u8981\u50c5\u50c5\u7372\u53d6\u65b9\u4fbf\u7684\u4eba\u53e3\u7d71\u8a08\u8cc7\u6599\u3002\u8981\u59cb\u7d42\u95dc\u6ce8\u771f\u6b63\u9a45\u52d5\u8cfc\u8cb7\u6c7a\u7b56\u7684\u884c\u70ba\u548c\u614b\u5ea6\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6210\u529f\u7684\u5c08\u6848\u901a\u5e38\u6703\u4f7f\u7528 15-30 \u500b\u95dc\u9375\u8b8a\u6578\u4f86\u4ee3\u8868\u5ba2\u6236\u884c\u70ba\u3001\u504f\u597d\u548c\u75db\u9ede\u3002\u4e00\u500b\u91d1\u878d\u670d\u52d9\u9805\u76ee\u5728\u8d85\u8d8a\u5e33\u6236\u9918\u984d\u7b49\u57fa\u672c\u8981\u7d20\uff0c\u5c07\u4e92\u52d5\u6a21\u5f0f\u3001\u652f\u6301\u4e92\u52d5\u548c\u4eba\u751f\u5927\u4e8b\u6307\u6a19\u7d0d\u5165\u8003\u616e\u5f8c\uff0c\u5be6\u73fe\u4e86\u8f49\u578b\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u505c\u6b62\u554f\u201c\u6211\u5011\u61c9\u8a72\u4f7f\u7528\u591a\u5c11\u500b\u96c6\u7fa4\uff1f\u201d<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u500b\u554f\u984c\u5b8c\u5168\u4e0d\u5f97\u8981\u9818\u3002\u96d6\u7136\u5b58\u5728\u8af8\u5982\u8098\u90e8\u6cd5\u5247\u6216\u8f2a\u5ed3\u5206\u6790\u4e4b\u985e\u7684\u7d71\u8a08\u65b9\u6cd5\uff0c\u4f46\u4e8b\u5be6\u4e0a\uff0c\u6700\u4f73\u6578\u503c\u61c9\u517c\u9867\u7d71\u8a08\u6709\u6548\u6027\u548c\u696d\u52d9\u5be6\u7528\u6027\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9996\u5148\u5617\u8a66\u4e00\u7cfb\u5217\u805a\u985e\u65b9\u6848\uff08\u901a\u5e38\u70ba 3-8 \u500b\uff09\uff0c\u8a55\u4f30\u6bcf\u500b\u65b9\u6848\u6642\uff0c\u4e0d\u50c5\u8981\u770b\u5176\u6578\u5b78\u64ec\u5408\u5ea6\uff0c\u9084\u8981\u770b\u6700\u7d42\u5283\u5206\u51fa\u7684\u7d30\u5206\u7fa4\u9ad4\u662f\u5426\u80fd\u8b1b\u8ff0\u4e00\u500b\u9023\u8cab\u7684\u6545\u4e8b\uff0c\u5f9e\u800c\u63a8\u52d5\u884c\u52d5\u3002\u6709\u6642\uff0c\u4e00\u500b\u5305\u542b 5 \u500b\u805a\u985e\u4e14\u5177\u6709\u6e05\u6670\u5546\u696d\u610f\u7fa9\u7684\u65b9\u6848\uff0c\u6bd4\u4e00\u500b\u7d71\u8a08\u4e0a\u66f4\u512a\u4f46\u6703\u8b93\u6240\u6709\u5be6\u969b\u6c7a\u7b56\u8005\u611f\u5230\u56f0\u60d1\u7684 7 \u500b\u805a\u985e\u65b9\u6848\u66f4\u6709\u50f9\u503c\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6700\u7406\u60f3\u7684\u96c6\u7fa4\u6578\u91cf\u5c31\u662f\u4f60\u7684\u7d44\u7e54\u80fd\u5920\u5be6\u969b\u904b\u4f5c\u7684\u6578\u91cf\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u70ba\u4f60\u7684\u661f\u7cfb\u5718\u547d\u540d\uff0c\u5426\u5247\u5c31\u7b49\u8457\u5b83\u5011\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>\u6578\u4f4d\u672c\u8eab\u4e26\u4e0d\u80fd\u6fc0\u767c\u884c\u52d5\u2014\u2014\u6545\u4e8b\u624d\u80fd\u3002\u5728\u8b58\u5225\u51fa\u7fa4\u9ad4\u4e4b\u5f8c\uff0c\u4f60\u5fc5\u9808\u5c07\u51b7\u51b0\u51b0\u7684\u7d71\u8a08\u6578\u64da\u8f49\u5316\u70ba\u5f15\u4eba\u5165\u52dd\u7684\u6545\u4e8b\u3002.<\/strong><\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">\u7576\u4e00\u5bb6\u5962\u4f88\u54c1\u96f6\u552e\u5546\u767c\u73fe\u4e00\u500b\u91cd\u8981\u7684\u5ba2\u6236\u7fa4\u6642\uff0c\u4ed6\u5011\u6c92\u6709\u7a31\u4e4b\u70ba\u201c\u7b2c\u4e09\u985e\u5ba2\u6236\u201c\uff0c\u800c\u662f\u5c07\u5176\u547d\u540d\u70ba\u201d\u6709\u62b1\u8ca0\u7684\u6210\u529f\u8005\u201d\uff0c\u4e26\u70ba\u5176\u5275\u5efa\u4e86\u4eba\u7269\u89d2\u8272\u548c\u65c5\u7a0b\u5730\u5716\uff0c\u4f7f\u8a72\u7fa4\u9ad4\u611f\u89ba\u50cf\u771f\u5be6\u7684\u4eba\u4e00\u6a23\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9a57\u8b49\u81f3\u95dc\u91cd\u8981\u3002\u904b\u7528\u8cea\u6027\u7814\u7a76\u65b9\u6cd5\uff0c\u4f7f\u7d71\u8a08\u805a\u985e\u7d50\u679c\u66f4\u751f\u52d5\u5f62\u8c61\u3002\u4e00\u4e9b\u6700\u6210\u529f\u7684\u9805\u76ee\u5c07\u5e02\u5834\u7814\u7a76\u4e2d\u7684K\u5747\u503c\u805a\u985e\u5206\u6790\u8207\u6df1\u5ea6\u8a2a\u8ac7\u76f8\u7d50\u5408\uff0c\u4ee5\u9a57\u8b49\u4e26\u52a0\u6df1\u5c0d\u6bcf\u500b\u7d30\u5206\u5e02\u5834\u7684\u7406\u89e3\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5b9a\u671f\u5237\u65b0\uff0c\u4f46\u4e0d\u8981\u904e\u5ea6\u5237\u65b0<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e02\u5834\u77ac\u606f\u842c\u8b8a\uff0c\u4f60\u5c0d\u5e02\u5834\u7684\u7406\u89e3\u4e5f\u8a72\u96a8\u4e4b\u6539\u8b8a\u3002\u5c0d\u65bc\u5927\u591a\u6578\u884c\u696d\u800c\u8a00\uff0c\u6bcf18-24\u500b\u6708\u9032\u884c\u4e00\u6b21\u4e3b\u8981\u7684\u884c\u696d\u5206\u985e\u66f4\u65b0\u5373\u53ef\uff0c\u800c\u5c0d\u65bc\u5feb\u901f\u8b8a\u5316\u7684\u884c\u696d\uff0c\u5247\u9700\u8981\u66f4\u983b\u7e41\u5730\u66f4\u65b0\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">K\u5747\u503c\u805a\u985e\u5206\u6790\u5728\u5e02\u5834\u7814\u7a76\u4e2d\u7684\u795e\u5947\u4e4b\u8655\u4e0d\u50c5\u5728\u65bc\u767c\u73fe\u6a21\u5f0f\uff0c\u66f4\u5728\u65bc\u96a8\u8457\u6642\u9593\u7684\u63a8\u79fb\uff0c\u570d\u7e5e\u9019\u4e9b\u6a21\u5f0f\u5efa\u7acb\u8d77\u7d44\u7e54\u4e0a\u7684\u300c\u808c\u8089\u8a18\u61b6\u300d\u3002\u800c\u9019\u9700\u8981\u7a69\u5b9a\u6027\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"common-challenges-and-solutions-in-k-means-clustering\">\u5e02\u5834\u7814\u7a76\u4e2d\u7684K\u5747\u503c\u805a\u985e\u5206\u6790\uff1a\u5e38\u898b\u6311\u6230\u53ca\u89e3\u6c7a\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 \u570b\u969b\u5e02\u5834\u7814\u7a76\u8207\u7b56\u7565\" title=\"\u91cf\u5316\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\u985e\u5c08\u6848\u4e0d\u50c5\u50c5\u662f\u904b\u884c\u6f14\u7b97\u6cd5\u2014\u2014\u5b83\u5011\u9084\u6703\u8207\u7d44\u7e54\u5408\u4f5c\uff0c\u4ee5\u78ba\u4fdd\u805a\u985e\u80fd\u5920\u5e36\u4f86\u5be6\u969b\u7684\u696d\u52d9\u6210\u679c\u3002.<\/strong><\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">\u8aaa\u5be6\u8a71\uff0c\u5728\u5e02\u5834\u8abf\u67e5\u4e2d\u61c9\u7528K\u5747\u503c\u805a\u985e\u5206\u6790\u4e26\u975e\u6613\u4e8b\u3002\u4ee5\u4e0b\u662f\u5927\u591a\u6578\u7d44\u7e54\u9762\u81e8\u7684\u969c\u7919\u4ee5\u53ca\u514b\u670d\u9019\u4e9b\u969c\u7919\u7684\u65b9\u6cd5\uff1a<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u300c\u9ad2\u6578\u64da\u300d\u56f0\u5883<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u300c\u5783\u573e\u9032\uff0c\u5783\u573e\u51fa\u300d\u4e0d\u53ea\u662f\u4e00\u53e5\u8001\u751f\u5e38\u8ac7\u2014\u2014\u5b83\u662f\u805a\u985e\u8a08\u756b\u7684\u96b1\u5f62\u6bba\u624b\u3002\u7f3a\u5931\u503c\u3001\u7570\u5e38\u503c\u548c\u4e0d\u4e00\u81f4\u7684\u8cc7\u6599\u683c\u5f0f\u6703\u5c07\u4f60\u7cbe\u5fc3\u8a2d\u8a08\u7684\u5206\u6790\u8b8a\u6210\u4e00\u5834\u4ee3\u50f9\u9ad8\u6602\u7684\u5e7b\u89ba\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u89e3\u6c7a\u65b9\u6848\uff1a<\/strong> \u5728\u805a\u985e\u5206\u6790\u958b\u59cb\u524d\uff0c\u5fc5\u9808\u57f7\u884c\u56b4\u683c\u7684\u8cc7\u6599\u6e96\u5099\u6d41\u7a0b\u3002\u4e00\u5bb6\u91ab\u7642\u4fdd\u5065\u5ba2\u6236\u82b1\u4e86\u6574\u6574\u4e09\u9031\u6642\u9593\u6e05\u7406\u5176\u5ba2\u6236\u8cc7\u6599\u96c6\uff0c\u8d77\u521d\u611f\u89ba\u6709\u9ede\u904e\u5ea6\uff0c\u4f46\u6700\u7d42\u7684\u805a\u985e\u7d50\u679c\u63ed\u793a\u4e86\u4e00\u500b\u50f9\u503c 10 \u842c\u5104\u81f3 4 \u5146\u7f8e\u5143\u7684\u672a\u958b\u767c\u5e74\u5ea6\u6536\u5165\u7fa4\u9ad4\uff0c\u624d\u89ba\u5f97\u4e00\u5207\u90fd\u662f\u503c\u5f97\u7684\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u300c\u6709\u591a\u5c11\u500b\u96c6\u7fa4\uff1f\u300d\u982d\u75db<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u9078\u64c7\u6700\u4f73\u805a\u985e\u6578\u91cf\u4e26\u975e\u7d14\u7cb9\u7684\u79d1\u5b78\u2014\u2014\u5b83\u9700\u8981\u5546\u696d\u5224\u65b7\u4ee5\u53ca\u7d71\u8a08\u9a57\u8b49\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u89e3\u6c7a\u65b9\u6848\uff1a<\/strong> \u7d50\u5408\u6280\u8853\u65b9\u6cd5\uff08\u8098\u90e8\u6cd5\u5247\u3001\u8f2a\u5ed3\u5206\u6790\uff09\u548c\u696d\u52d9\u9a57\u8b49\u3002\u4f8b\u5982\uff0c\u91dd\u5c0d\u4e00\u5bb6\u96f6\u552e\u9280\u884c\u5ba2\u6236\uff0c\u6211\u5011\u63d0\u4f9b\u4e86\u4e09\u7a2e\u805a\u985e\u65b9\u6848\uff084\u500b\u30016\u500b\u548c8\u500b\u7d30\u5206\u5e02\u5834\uff09\uff0c\u4e26\u5206\u5225\u5217\u51fa\u4e86\u6bcf\u500b\u65b9\u6848\u7684\u512a\u7f3a\u9ede\uff0c\u6700\u7d42\u5e6b\u52a9\u7ba1\u7406\u5c64\u9078\u64c7\u4e86\u517c\u9867\u7d30\u7dfb\u5206\u6790\u548c\u5be6\u969b\u64cd\u4f5c\u6027\u76846\u7d30\u5206\u5e02\u5834\u65b9\u6848\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u201c\u89e3\u91cb\u6163\u6027\u201d\u554f\u984c<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5373\u4f7f\u5b8c\u7f8e\u7684\u805a\u985e\u5206\u6790\u7d50\u679c\uff0c\u5982\u679c\u4f60\u7684\u5718\u968a\u50cf\u7814\u7a76\u8c61\u5f62\u6587\u5b57\u4e00\u6a23\u76ef\u8457\u5b83\u5011\u770b\uff0c\u90a3\u4e5f\u6beb\u7121\u50f9\u503c\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u89e3\u6c7a\u65b9\u6848\uff1a<\/strong> \u8209\u8fa6\u300c\u96c6\u7fa4\u7ffb\u8b6f\u300d\u7814\u8a0e\u6703\uff0c\u8b93\u5206\u6790\u5e2b\u3001\u884c\u92b7\u4eba\u54e1\u548c\u9ad8\u968e\u4e3b\u7ba1\u5171\u540c\u70ba\u6bcf\u500b\u7d30\u5206\u5e02\u5834\u547d\u540d\u4e26\u63cf\u8ff0\u5176\u7279\u5fb5\uff0c\u5f9e\u800c\u5275\u5efa\u80fd\u5920\u63a8\u52d5\u5354\u540c\u884c\u52d5\u7684\u5171\u540c\u8a9e\u8a00\u3002\u7576\u5718\u968a\u5171\u540c\u5efa\u69cb\u6558\u4e8b\u6642\uff0c\u63a1\u7528\u7387\u5c07\u5927\u5e45\u63d0\u5347\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u300c\u90a3\u53c8\u600e\u6a23\uff1f\u300d\u7d9c\u5408\u75c7<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5373\u4f7f\u6578\u5b78\u4e0a\u6700\u7cbe\u5999\u7684\u805a\u985e\u5206\u6790\uff0c\u5982\u679c\u6c92\u6709\u696d\u52d9\u5f71\u97ff\uff0c\u4e5f\u6beb\u7121\u610f\u7fa9\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u89e3\u6c7a\u65b9\u6848\uff1a<\/strong> \u5728\u8655\u7406\u8cc7\u6599\u4e4b\u524d\uff0c\u9996\u5148\u8981\u5148\u660e\u78ba\u805a\u985e\u5206\u6790\u5c07\u5982\u4f55\u5f71\u97ff\u5177\u9ad4\u7684\u696d\u52d9\u6c7a\u7b56\u3002\u4f8b\u5982\uff0c\u5c0d\u65bc\u4e00\u5bb6\u9152\u5e97\u5ba2\u6236\u800c\u8a00\uff0c\u900f\u904e\u7cbe\u78ba\u7e6a\u88fd\u805a\u985e\u5206\u6790\u7d50\u679c\u5982\u4f55\u5f71\u97ff\u5b9a\u50f9\u3001\u4fc3\u92b7\u548c\u7269\u696d\u958b\u767c\u6c7a\u7b56\uff0c\u6700\u7d42\u5728\u4e00\u5e74\u5167\u5be6\u73fe\u4e8617%\u7684\u6bcf\u9593\u53ef\u4f9b\u51fa\u79df\u5ba2\u623f\u6536\u5165(RevPAR)\u589e\u9577\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u5e02\u5834\u7814\u7a76\u4e2d\uff0cK\u5747\u503c\u805a\u985e\u5206\u6790\u4e0d\u50c5\u50c5\u662f\u4e00\u7a2e\u7d71\u8a08\u6280\u8853\uff0c\u5982\u679c\u904b\u7528\u5f97\u7576\uff0c\u5b83\u66f4\u662f\u4e00\u7a2e\u696d\u52d9\u8f49\u578b\u5de5\u5177\u3002\u9023\u7d50\u8cc7\u6599\u79d1\u5b78\u8207\u696d\u52d9\u5f71\u97ff\u7684\u65b9\u6cd5\u8ad6\u78ba\u4fdd\u4e86\u6240\u767c\u73fe\u7684\u6a21\u5f0f\u80fd\u5e36\u4f86\u5207\u5be6\u53ef\u898b\u7684\u6210\u679c\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"summary\">\u6458\u8981\uff1aK\u5747\u503c\u805a\u985e\u5206\u6790\u5728\u5e02\u5834\u7814\u7a76\u4e2d\u7684\u61c9\u7528<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u2705<\/strong> \u5e02\u5834\u7814\u7a76\u4e2d\u7684 K \u5747\u503c\u805a\u985e\u5206\u6790\u63ed\u793a\u4e86\u50b3\u7d71\u7d30\u5206\u65b9\u6cd5\u5b8c\u5168\u5ffd\u7565\u7684\u81ea\u7136\u5ba2\u6236\u7fa4\u9ad4\uff0c\u6709\u53ef\u80fd\u767c\u73fe\u96b1\u85cf\u5728\u8cc7\u6599\u4e2d\u7684\u9ad8\u50f9\u503c\u7d30\u5206\u5e02\u5834\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u2705<\/strong> \u8207\u4eba\u53e3\u7d71\u8a08\u7d30\u5206\u4e0d\u540c\uff0cK\u5747\u503c\u805a\u985e\u57fa\u65bc\u5be6\u969b\u884c\u70ba\u3001\u504f\u597d\u548c\u9700\u6c42\u4f86\u8b58\u5225\u6a21\u5f0f\uff0c\u5f9e\u800c\u7522\u751f\u53ef\u64cd\u4f5c\u7684\u60c5\u5831\uff0c\u800c\u4e0d\u662f\u8212\u9069\u7684\u523b\u677f\u5370\u8c61\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u2705<\/strong> \u6210\u529f\u5be6\u65bd\u9700\u8981\u6975\u5176\u4e7e\u6de8\u7684\u6578\u64da\u3001\u6df1\u601d\u719f\u616e\u7684\u8b8a\u6578\u9078\u64c7\uff0c\u4ee5\u53ca\u7d71\u8a08\u56b4\u8b39\u6027\u548c\u5546\u696d\u9069\u7528\u6027\u4e4b\u9593\u7684\u52d9\u5be6\u5e73\u8861\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u2705<\/strong> \u6700\u4f73\u805a\u985e\u6578\u91cf\u9700\u8981\u5728\u6578\u5b78\u6709\u6548\u6027\u548c\u5be6\u969b\u5546\u696d\u61c9\u7528\u4e4b\u9593\u53d6\u5f97\u5e73\u8861\u2014\u2014\u5c0d\u65bc\u5927\u591a\u6578\u5e02\u5834\u7814\u7a76\u61c9\u7528\u800c\u8a00\uff0c\u901a\u5e38\u5728 3-8 \u500b\u7d30\u5206\u5e02\u5834\u4e4b\u9593\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u2705<\/strong> K\u5747\u503c\u805a\u985e\u5206\u6790\u6539\u8b8a\u4e86\u5404\u884c\u696d\u7684\u696d\u7e3e\uff0c\u5f9e\u96f6\u552e\u696d\u5230\u91ab\u7642\u4fdd\u5065\u696d\u518d\u5230\u91d1\u878d\u670d\u52d9\u696d\uff0c\u5982\u679c\u5be6\u65bd\u5f97\u7576\uff0c\u901a\u5e38\u53ef\u5e36\u4f8620-40%\u7684\u6295\u8cc7\u56de\u5831\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 \u500b\u6708\u4e00\u6b21\uff09\u53ef\u4fdd\u6301\u805a\u985e\u7684\u76f8\u95dc\u6027\uff0c\u540c\u6642\u70ba\u7d44\u7e54\u63a1\u7528\u548c\u7b56\u7565\u5be6\u65bd\u7559\u51fa\u8db3\u5920\u7684\u6642\u9593\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u2705<\/strong> \u6700\u5927\u7684\u6311\u6230\u4e0d\u662f\u9032\u884c\u5206\u6790\uff0c\u800c\u662f\u5c07\u7d71\u8a08\u6578\u64da\u8f49\u5316\u70ba\u5f15\u4eba\u5165\u52dd\u7684\u5ba2\u6236\u6545\u4e8b\uff0c\u5f9e\u800c\u63a8\u52d5\u7d44\u7e54\u63a1\u53d6\u4e00\u81f4\u7684\u884c\u52d5\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\u9ebc\u8b93SIS International\u6210\u70ba\u5e02\u5834\u7814\u7a76\u9818\u57df\u9802\u5c16\u7684K\u5747\u503c\u805a\u985e\u5206\u6790\u63d0\u4f9b\u8005\uff1f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u80fd\u5920\u53d6\u5f97\u5353\u8d8a\u6210\u679c\u7684K\u5747\u503c\u805a\u985e\u5206\u6790\u65b9\u6cd5\uff0c\u517c\u5177\u7d71\u8a08\u5b78\u7684\u56b4\u8b39\u6027\u8207\u5546\u696d\u5be6\u7528\u6027\u3002\u4ee5\u4e0b\u662f\u5340\u5206\u8b8a\u9769\u6027\u805a\u985e\u5c08\u6848\u548c\u4ee3\u50f9\u9ad8\u6602\u537b\u4ee4\u4eba\u5931\u671b\u7684\u5c08\u6848\u7684\u95dc\u9375\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\u84cb<\/strong>: <a href=\"https:\/\/www.linkedin.com\/company\/sisinternationalresearch\" target=\"_blank\" rel=\"noopener\">\u7814\u7a76\u8005<\/a> \u5728120\u591a\u500b\u570b\u5bb6\u9032\u884c\u7684\u7814\u7a76\u6355\u6349\u4e86\u5f71\u97ff\u805a\u985e\u6709\u6548\u6027\u7684\u6587\u5316\u7d30\u5fae\u5dee\u5225\u3002\u4e00\u9805\u6d88\u8cbb\u6027\u96fb\u5b50\u7522\u54c1\u805a\u985e\u8a08\u756b\u900f\u904e\u8b58\u5225\u4e0d\u540c\u6587\u5316\u80cc\u666f\u4e0b\u7684\u884c\u70ba\u6a21\u5f0f\u7684\u986f\u8457\u5dee\u7570\uff0c\u767c\u73fe\u4e86\u95dc\u9375\u7684\u5340\u57df\u5dee\u7570\uff0c\u5f9e\u800c\u5c07\u570b\u969b\u884c\u92b7\u7e3e\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\u9918\u5e74\u7d93\u9a57<\/strong>\u81ea 1984 \u5e74\u4ee5\u4f86\uff0c\u5e02\u5834\u7814\u7a76\u7d93\u6b77\u4e86\u8a31\u591a\u7bc4\u5f0f\u8f49\u79fb\u3002 K-means \u805a\u985e\u5206\u6790\u6280\u8853\u5df2\u5728\u5404\u884c\u5404\u696d\u7684\u6578\u767e\u500b\u5c08\u6848\u4e2d\u5b8c\u5584\u3002\u5982\u6b64\u8c50\u5bcc\u7684\u7d93\u9a57\u610f\u5473\u8457\u53ef\u4ee5\u5728\u554f\u984c\u5c0e\u81f4\u5c08\u6848\u5931\u6557\u4e4b\u524d\u9810\u898b\u4e26\u89e3\u6c7a\u5b83\u5011\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\u52df\u8cc7\u6599\u5eab<\/strong>\uff1a\u900f\u904e\u63a5\u89f8\u5168\u7403\u8d85\u904e 5,300 \u842c\u540d\u7814\u7a76\u53c3\u8207\u8005\uff0c\u6211\u5011\u80fd\u5920\u78ba\u4fdd\u57fa\u65bc\u53ef\u9760\u4e14\u5177\u4ee3\u8868\u6027\u7684\u6a23\u672c\u9032\u884c\u805a\u985e\u5206\u6790\u3002\u6700\u8fd1\u4e00\u9805\u91dd\u5c0d\u88fd\u85e5\u696d\u7684\u7d30\u5206\u7814\u7a76\u50c5\u82b1\u4e86 10 \u5929\u5c31\u63a5\u89f8\u5230\u4e86 8 \u500b\u570b\u5bb6\u7684\u5c08\u696d\u53c3\u8207\u8005\uff0c\u800c\u7af6\u722d\u5c0d\u624b\u5247\u8868\u793a\u9700\u8981 6 \u9031\u4ee5\u4e0a\u7684\u6642\u9593\u624d\u80fd\u5b8c\u6210\u540c\u6a23\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 \u7576\u5730\u54e1\u5de5\u7cbe\u901a33\u7a2e\u4ee5\u4e0a\u8a9e\u8a00<\/strong>\u805a\u985e\u5206\u6790\u9700\u8981\u5c0d\u5ba2\u6236\u52d5\u6a5f\u6709\u7d30\u7dfb\u7684\u7406\u89e3\uff0c\u800c\u9019\u7a2e\u7406\u89e3\u5f80\u5f80\u6703\u5728\u6e9d\u901a\u4e2d\u5931\u53bb\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\u8cc7\u6599\u5206\u6790<\/strong>\u6700\u6709\u6548\u7684\u9805\u76ee\u662f\u5c07 K-means \u8207\u5176\u4ed6\u9ad8\u7d1a\u6280\u8853\uff08\u5982\u96a8\u6a5f\u68ee\u6797\u548c\u795e\u7d93\u7db2\u8def\uff09\u7d50\u5408\u4f7f\u7528\uff08\u5982\u5728\u9069\u7576\u60c5\u6cc1\u4e0b\uff09\uff0c\u5f9e\u800c\u5275\u5efa\u6df7\u5408\u65b9\u6cd5\uff0c\u5f9e\u6578\u64da\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 \u50f9\u683c\u5408\u7406\u7684\u7814\u7a76<\/strong>\u5148\u9032\u4e26\u4e0d\u610f\u5473\u8457\u6602\u8cb4\u3002\u9ad8\u6548\u7387\u7684\u5168\u7403\u67b6\u69cb\u80fd\u5920\u4ee5\u4e2d\u578b\u4f01\u696d\u4e5f\u80fd\u8ca0\u64d4\u7684\u50f9\u683c\uff0c\u5be6\u73fe\u4f01\u696d\u7d1a\u96c6\u7fa4\u5206\u6790\u3002\u5373\u4f7f\u662f\u9810\u7b97\u6709\u9650\u7684\u65b0\u5275\u516c\u53f8\uff0c\u4e5f\u80fd\u7372\u5f97\u4ee5\u5f80\u53ea\u6709\u8ca1\u5bcc 500 \u5f37\u4f01\u696d\u624d\u80fd\u7372\u5f97\u7684\u7d30\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 \u500b\u4eba\u5316\u65b9\u6848<\/strong>\u5343\u7bc7\u4e00\u5f8b\u7684\u65b9\u6cd5\u884c\u4e0d\u901a\u3002\u7576\u6a19\u6e96\u7684 K-means \u805a\u985e\u7121\u6cd5\u6355\u6349\u5230\u67d0\u6642\u5c1a\u96f6\u552e\u5546\u5ba2\u6236\u7fa4\u7684\u8907\u96dc\u6027\u6642\uff0c\u4e00\u7a2e\u5ba2\u88fd\u5316\u7684\u5169\u968e\u6bb5\u805a\u985e\u65b9\u6cd5\u63ed\u793a\u4e86\u95dc\u9375\u7684\u7d30\u5206\u5e02\u5834\uff0c\u9019\u4e9b\u7d30\u5206\u5e02\u5834\u50c5\u6191 8% \u7684\u5ba2\u6236\u5c31\u5275\u9020\u4e86 27% \u7684\u5229\u6f64\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\">\u95dc\u65bc\u5e02\u5834\u7814\u7a76\u4e2d K-Means \u805a\u985e\u5206\u6790\u7684\u5e38\u898b\u554f\u984c<\/h2>\n\n\n<p>\n\n\n<\/p>\n<h3 class=\"wp-block-heading\" style=\"padding-left: 40px;\">K\u5747\u503c\u65b9\u6cd5\u8207\u50b3\u7d71\u5e02\u5834\u5340\u9694\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;\">\u50b3\u7d71\u5e02\u5834\u7d30\u5206\u4ee5\u9810\u5148\u8a2d\u5b9a\u7684\u985e\u5225\uff08\u4f8b\u5982\u4eba\u53e3\u7d71\u8a08\uff09\u70ba\u8d77\u9ede\uff0c\u5f37\u884c\u5c07\u5ba2\u6236\u6b78\u5165\u9019\u4e9b\u985e\u5225\u3002\u800c\u5e02\u5834\u7814\u7a76\u4e2d\u7684K\u5747\u503c\u805a\u985e\u5206\u6790\u5247\u53cd\u5176\u9053\u800c\u884c\u2014\u2014\u5b83\u8b93\u6578\u64da\u81ea\u7136\u5448\u73fe\u6a21\u5f0f\uff0c\u4e0d\u53d7\u4efb\u4f55\u5148\u5165\u70ba\u4e3b\u7684\u89c0\u5ff5\u5f71\u97ff\u3002\u9019\u7a2e\u65b9\u6cd5\u5e38\u5e38\u80fd\u63ed\u793a\u51fa\u57fa\u65bc\u5be6\u969b\u884c\u70ba\u548c\u504f\u597d\u800c\u975e\u5047\u8a2d\u7684\u3001\u4ee4\u4eba\u9a5a\u8a1d\u7684\u5ba2\u6236\u7fa4\u3002 K\u5747\u503c\u805a\u985e\u5206\u6790\u80fd\u5920\u6301\u7e8c\u6316\u6398\u51fa\u50b3\u7d71\u65b9\u6cd5\u5b8c\u5168\u5ffd\u7565\u7684\u9ad8\u50f9\u503c\u7d30\u5206\u5e02\u5834\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\u985e\u9700\u8981\u591a\u5c11\u8cc7\u6599\uff1f<\/h3>\n<p style=\"padding-left: 40px;\">\n\n\n\n<\/p>\n<p class=\"wp-block-paragraph\" style=\"padding-left: 40px;\">\u96d6\u7136\u66f4\u591a\u7684\u6578\u64da\u901a\u5e38\u80fd\u63d0\u9ad8\u805a\u985e\u8cea\u91cf\uff0c\u4f46\u9019\u4e26\u975e\u50c5\u50c5\u95dc\u4e4e\u6578\u91cf\u3002\u6210\u529f\u7684\u9805\u76ee\u6709\u7684\u50c5\u4f7f\u7528\u4e86 300 \u500b\u53d7\u8a2a\u8005\uff0c\u6709\u7684\u5247\u4f7f\u7528\u4e86\u6578\u767e\u842c\u3002\u95dc\u9375\u5728\u65bc\u64c1\u6709\u80fd\u5920\u6355\u6349\u5ba2\u6236\u7fa4\u4e4b\u9593\u986f\u8457\u5dee\u7570\u7684\u6b63\u78ba\u8b8a\u6578\u3002\u54c1\u8cea\u6c38\u9060\u6bd4\u6578\u91cf\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\u78ba\u7684 10 \u500b\u8b8a\u6578\u6bd4\u932f\u8aa4\u7684 100 \u500b\u8b8a\u6578\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\u985e\u5206\u6790\u80fd\u5426\u5e6b\u52a9\u65b0\u7522\u54c1\u958b\u767c\uff1f<\/h3>\n<p style=\"padding-left: 40px;\">\n\n\n\n<\/p>\n<p class=\"wp-block-paragraph\" style=\"padding-left: 40px;\">\u6c92\u932f\u2014\u5b83\u662f\u6700\u5f37\u5927\u7684\u61c9\u7528\u7a0b\u5f0f\u4e4b\u4e00\uff01 K\u5747\u503c\u805a\u985e\u900f\u904e\u8b58\u5225\u5177\u6709\u4e0d\u540c\u9700\u6c42\u7684\u7368\u7279\u5ba2\u6236\u7fa4\uff0c\u5e6b\u52a9\u60a8\u907f\u514d\u300c\u70ba\u4e00\u822c\u5ba2\u6236\u6253\u9020\u666e\u901a\u7522\u54c1\u300d\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\u5011\u61c9\u8a72\u591a\u4e45\u66f4\u65b0\u4e00\u6b21\u5ba2\u6236\u7fa4\u96c6\uff1f<\/h3>\n<p style=\"padding-left: 40px;\">\n\n\n\n<\/p>\n<p class=\"wp-block-paragraph\" style=\"padding-left: 40px;\">\u9019\u53d6\u6c7a\u65bc\u60a8\u6240\u5728\u884c\u696d\u7684\u8b8a\u9769\u901f\u5ea6\u3002\u5728\u79d1\u6280\u6216\u6642\u5c1a\u7b49\u5feb\u901f\u767c\u5c55\u7684\u7522\u696d\uff0c\u6bcf 12-18 \u500b\u6708\u66f4\u65b0\u4e00\u6b21\u53e2\u96c6\u662f\u660e\u667a\u4e4b\u8209\u3002\u800c\u5728\u8f03\u7a69\u5b9a\u7684\u7522\u696d\uff0c\u6bcf 2-3 \u5e74\u66f4\u65b0\u4e00\u6b21\u53ef\u80fd\u5c31\u8db3\u5920\u4e86\u3002\u95dc\u9375\u5728\u65bc\u5e73\u8861\u65b0\u9bae\u5ea6\u548c\u71df\u904b\u7684\u7a69\u5b9a\u6027\u2014\u5728\u9032\u884c\u53e2\u96c6\u8abf\u6574\u4e4b\u524d\uff0c\u60a8\u7684\u7d44\u7e54\u9700\u8981\u6642\u9593\u4f86\u5be6\u65bd\u57fa\u65bc\u73fe\u6709\u7d30\u5206\u5e02\u5834\u7684\u7b56\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\u985e\u6f14\u7b97\u6cd5\u53ef\u4ee5\u7528\u65bc\u5b9a\u6027\u8cc7\u6599\u55ce\uff1f<\/h3>\n<p style=\"padding-left: 40px;\">\n\n\n\n<\/p>\n<p class=\"wp-block-paragraph\" style=\"padding-left: 40px;\">\u96d6\u7136K\u5747\u503c\u6f14\u7b97\u6cd5\u672c\u8eab\u9069\u7528\u65bc\u6578\u503c\u6578\u64da\uff0c\u4f46\u4e5f\u5b58\u5728\u4e00\u4e9b\u6280\u8853\u53ef\u4ee5\u5c07\u5176\u8207\u5b9a\u6027\u8cc7\u8a0a\u7d50\u5408\u3002\u5c07\u5b9a\u6027\u8cc7\u6599\u8f49\u63db\u70ba\u53ef\u91cf\u5316\u8b8a\u91cf\uff0c\u6216\u63a1\u7528\u5c07K\u5747\u503c\u6f14\u7b97\u6cd5\u8207\u5176\u4ed6\u65b9\u6cd5\u7d50\u5408\u7684\u6df7\u5408\u65b9\u6cd5\uff0c\u901a\u5e38\u80fd\u5920\u7522\u751f\u986f\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\u5011\u5982\u4f55\u5c07\u7d71\u8a08\u805a\u985e\u8f49\u5316\u70ba\u53ef\u57f7\u884c\u7684\u884c\u92b7\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;\">\u9019\u5c31\u662f\u85dd\u8853\u8207\u79d1\u5b78\u7684\u4ea4\u6703\u4e4b\u8655\u3002\u4e00\u65e6\u78ba\u5b9a\u4e86\u5177\u6709\u7d71\u8a08\u610f\u7fa9\u7684\u7d30\u5206\u7fa4\u9ad4\uff0c\u6df1\u5165\u5206\u6790\u4fbf\u80fd\u70ba\u6bcf\u500b\u7d30\u5206\u7fa4\u9ad4\u5efa\u7acb\u8a73\u76e1\u7684\u756b\u50cf\uff0c\u5305\u62ec\u884c\u70ba\u3001\u614b\u5ea6\u3001\u75db\u9ede\u548c\u8cfc\u8cb7\u9a45\u52d5\u56e0\u7d20\u3002\u8de8\u8077\u80fd\u5718\u968a\u7684\u7814\u8a0e\u6703\u5c07\u70ba\u6bcf\u500b\u7d30\u5206\u7fa4\u9ad4\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;\">\u6578\u5b57\u4e26\u4e0d\u80fd\u9a45\u52d5\u884c\u52d5\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;\">\u5c0d\u65bc\u5c0f\u578b\u4f01\u696d\u4f86\u8aaa\uff0cK\u5747\u503c\u805a\u985e\u5206\u6790\u503c\u5f97\u6295\u8cc7\u55ce\uff1f<\/h3>\n<p style=\"padding-left: 40px;\">\n\n\n\n<\/p>\n<p class=\"wp-block-paragraph\" style=\"padding-left: 40px;\">\u5404\u7a2e\u898f\u6a21\u7684\u516c\u53f8\u90fd\u80fd\u5f9eK\u5747\u503c\u805a\u985e\u4e2d\u7372\u76ca\uff0c\u4f46\u5177\u9ad4\u65b9\u6cd5\u5f80\u5f80\u6709\u6240\u4e0d\u540c\u3002\u5c0d\u65bc\u5c0f\u578b\u4f01\u696d\u800c\u8a00\uff0c\u570d\u7e5e\u7279\u5b9a\u696d\u52d9\u554f\u984c\u9032\u884c\u805a\u7126\u805a\u985e\uff0c\u800c\u975e\u9032\u884c\u5168\u9762\u7684\u5ba2\u6236\u7d30\u5206\uff0c\u5f80\u5f80\u80fd\u5e36\u4f86\u66f4\u9ad8\u7684\u6295\u8cc7\u5831\u916c\u7387\u3002\u6709\u6642\uff0c\u898f\u6a21\u6700\u5c0f\u7684\u516c\u53f8\u53cd\u800c\u7372\u76ca\u6700\u591a\uff0c\u56e0\u70ba\u5b83\u5011\u80fd\u5920\u66f4\u5feb\u5730\u6839\u64da\u5206\u6790\u7d50\u679c\u505a\u51fa\u8abf\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\u500b\u597d\u554f\u984c\u52dd\u904e\u5343\u8a00\u842c\u8a9e\u3002\u5e02\u5834\u7814\u7a76\u4e2d\u7684K\u5747\u503c\u805a\u985e\u5206\u6790\u80fd\u5e6b\u52a9\u4f60\u767c\u73fe\u90a3\u4e9b\u4f60\u751a\u81f3\u90fd\u6c92\u60f3\u5230\u7684\u5e02\u5834\u554f\u984c\u2014\u2014\u800c\u9019\u6b63\u662f\u7a81\u7834\u6027\u6d1e\u5bdf\u7684\u8d77\u9ede\u3002.<\/p>\n<h2>\u6211\u5011\u5728\u7d10\u7d04\u7684\u5de5\u5ee0\u4f4d\u7f6e<\/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\">11 E 22nd Street, Floor 2, \u7d10\u7d04, NY 10010 \u96fb\u8a71\uff1a+1(212) 505-6805<\/h3>\n<hr \/>\n<h2><span style=\"font-weight: 400;\">\u95dc\u65bc SIS \u570b\u969b<\/span><\/h2>\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.sisinternational.com\/zh_hk\/\"><span style=\"font-weight: 400;\">SIS\u570b\u969b<\/span><\/a><span style=\"font-weight: 400;\"> \u63d0\u4f9b\u5b9a\u91cf\u3001\u5b9a\u6027\u548c\u7b56\u7565\u7814\u7a76\u3002\u6211\u5011\u70ba\u6c7a\u7b56\u63d0\u4f9b\u6578\u64da\u3001\u5de5\u5177\u3001\u7b56\u7565\u3001\u5831\u544a\u548c\u898b\u89e3\u3002\u6211\u5011\u4e5f\u9032\u884c\u8a2a\u8ac7\u3001\u8abf\u67e5\u3001\u7126\u9ede\u5c0f\u7d44\u548c\u5176\u4ed6\u5e02\u5834\u7814\u7a76\u65b9\u6cd5\u548c\u9014\u5f91\u3002<\/span><a href=\"https:\/\/www.sisinternational.com\/zh_hk\/%e9%97%9c%e6%96%bc-sis-%e5%9c%8b%e9%9a%9b%e7%a0%94%e7%a9%b6\/contact-sis-international-market-research\/\"><span style=\"font-weight: 400;\"> \u806f\u7d61\u6211\u5011<\/span><\/a><span style=\"font-weight: 400;\"> \u70ba\u60a8\u7684\u4e0b\u4e00\u500b\u5e02\u5834\u7814\u7a76\u9805\u76ee\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\u5834\u7814\u7a76\u4e2d\u7684K\u5747\u503c\u805a\u985e\u5206\u6790\" class=\"read-more\" href=\"https:\/\/www.sisinternational.com\/zh_hk\/solutions\/qualitative-quantitative-research-solutions\/k-means-cluster-analysis-in-market-research\/\" aria-label=\"Read more about K-Means Cluster Analysis in Market Research\">\u95b1\u8b80\u66f4\u591a<\/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_hk\/wp-json\/wp\/v2\/pages\/57133","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.sisinternational.com\/zh_hk\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.sisinternational.com\/zh_hk\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.sisinternational.com\/zh_hk\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.sisinternational.com\/zh_hk\/wp-json\/wp\/v2\/comments?post=57133"}],"version-history":[{"count":17,"href":"https:\/\/www.sisinternational.com\/zh_hk\/wp-json\/wp\/v2\/pages\/57133\/revisions"}],"predecessor-version":[{"id":68907,"href":"https:\/\/www.sisinternational.com\/zh_hk\/wp-json\/wp\/v2\/pages\/57133\/revisions\/68907"}],"up":[{"embeddable":true,"href":"https:\/\/www.sisinternational.com\/zh_hk\/wp-json\/wp\/v2\/pages\/14660"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.sisinternational.com\/zh_hk\/wp-json\/wp\/v2\/media\/62381"}],"wp:attachment":[{"href":"https:\/\/www.sisinternational.com\/zh_hk\/wp-json\/wp\/v2\/media?parent=57133"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}