{"id":1109,"date":"2023-07-27T15:21:30","date_gmt":"2023-07-27T15:21:30","guid":{"rendered":"https:\/\/statorials.org\/ar\/%d8%aa%d8%b4%d8%a7%d8%a8%d9%87-%d8%ac%d9%8a%d8%a8-%d8%a7%d9%84%d8%aa%d9%85%d8%a7%d9%85-%d8%b5\/"},"modified":"2023-07-27T15:21:30","modified_gmt":"2023-07-27T15:21:30","slug":"%d8%aa%d8%b4%d8%a7%d8%a8%d9%87-%d8%ac%d9%8a%d8%a8-%d8%a7%d9%84%d8%aa%d9%85%d8%a7%d9%85-%d8%b5","status":"publish","type":"post","link":"https:\/\/statorials.org\/ar\/%d8%aa%d8%b4%d8%a7%d8%a8%d9%87-%d8%ac%d9%8a%d8%a8-%d8%a7%d9%84%d8%aa%d9%85%d8%a7%d9%85-%d8%b5\/","title":{"rendered":"\u0643\u064a\u0641\u064a\u0629 \u062d\u0633\u0627\u0628 \u062a\u0634\u0627\u0628\u0647 \u062c\u064a\u0628 \u0627\u0644\u062a\u0645\u0627\u0645 \u0641\u064a r"},"content":{"rendered":"<p><\/p>\n<hr>\n<p style=\";text-align:right;direction:rtl\"><span style=\"color: #000000;\"><strong>\u062a\u0634\u0627\u0628\u0647 \u062c\u064a\u0628 \u0627\u0644\u062a\u0645\u0627\u0645<\/strong> \u0647\u0648 \u0645\u0642\u064a\u0627\u0633 \u0644\u0644\u062a\u0634\u0627\u0628\u0647 \u0628\u064a\u0646 \u0645\u062a\u062c\u0647\u064a\u0646 \u0644\u0645\u0633\u0627\u062d\u0629 \u0627\u0644\u0645\u0646\u062a\u062c \u0627\u0644\u062f\u0627\u062e\u0644\u064a\u0629.<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0644\u0645\u062a\u062c\u0647\u064a\u0646 A \u0648B\u060c \u064a\u062a\u0645 \u062d\u0633\u0627\u0628 \u062a\u0634\u0627\u0628\u0647 \u062c\u064a\u0628 \u0627\u0644\u062a\u0645\u0627\u0645 \u0639\u0644\u0649 \u0627\u0644\u0646\u062d\u0648 \u0627\u0644\u062a\u0627\u0644\u064a:<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u062a\u0634\u0627\u0628\u0647 \u062c\u064a\u0628 \u0627\u0644\u062a\u0645\u0627\u0645<\/strong> = \u03a3A <sub>i<\/sub> B <sub>i<\/sub> \/ (\u221a\u03a3A <sub>i<\/sub> <sup>2<\/sup> \u221a\u03a3B <sub>i<\/sub> <sup>2<\/sup> )<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u064a\u0634\u0631\u062d \u0647\u0630\u0627 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a \u0643\u064a\u0641\u064a\u0629 \u062d\u0633\u0627\u0628 \u062a\u0634\u0627\u0628\u0647 \u062c\u064a\u0628 \u0627\u0644\u062a\u0645\u0627\u0645 \u0628\u064a\u0646 \u0627\u0644\u0645\u062a\u062c\u0647\u0627\u062a \u0641\u064a R \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u0638\u064a\u0641\u0629 <strong>cosine()<\/strong> \u0645\u0646 \u0645\u0643\u062a\u0628\u0629 <strong>lsa<\/strong> .<\/span><\/p>\n<h3 style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u062a\u0634\u0627\u0628\u0647 \u062c\u064a\u0628 \u0627\u0644\u062a\u0645\u0627\u0645 \u0628\u064a\u0646 \u0646\u0627\u0642\u0644\u064a\u0646 \u0641\u064a R<\/strong><\/span><\/h3>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u064a\u0648\u0636\u062d \u0627\u0644\u0643\u0648\u062f \u0627\u0644\u062a\u0627\u0644\u064a \u0643\u064a\u0641\u064a\u0629 \u062d\u0633\u0627\u0628 \u062a\u0634\u0627\u0628\u0647 \u062c\u064a\u0628 \u0627\u0644\u062a\u0645\u0627\u0645 \u0628\u064a\u0646 \u0645\u062a\u062c\u0647\u064a\u0646 \u0641\u064a R:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #000000;\"><span style=\"color: #107d3f;\"><span style=\"color: #993300;\">library<\/span> <span style=\"color: #000000;\">(lsa)<\/span>\n<\/span><\/span>\n<span style=\"color: #008080;\">#definevectors\n<\/span>a &lt;- c(23, 34, 44, 45, 42, 27, 33, 34)\nb &lt;- c(17, 18, 22, 26, 26, 29, 31, 30)\n\n<span style=\"color: #008080;\">#calculate Cosine Similarity\n<\/span>cosine(a, b)\n\n         [,1]\n[1,] 0.965195\n<\/strong><\/pre>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u062a\u0628\u064a\u0646 \u0623\u0646 \u062a\u0634\u0627\u0628\u0647 \u062c\u064a\u0628 \u0627\u0644\u062a\u0645\u0627\u0645 \u0628\u064a\u0646 \u0627\u0644\u0645\u062a\u062c\u0647\u064a\u0646 \u0647\u0648 <strong>0.965195<\/strong> .<\/span><\/p>\n<h3 style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u062a\u0634\u0627\u0628\u0647 \u062c\u064a\u0628 \u0627\u0644\u062a\u0645\u0627\u0645 \u0644\u0644\u0645\u0635\u0641\u0648\u0641\u0629 \u0641\u064a R<\/strong><\/span><\/h3>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u064a\u0648\u0636\u062d \u0627\u0644\u0643\u0648\u062f \u0627\u0644\u062a\u0627\u0644\u064a \u0643\u064a\u0641\u064a\u0629 \u062d\u0633\u0627\u0628 \u062a\u0634\u0627\u0628\u0647 \u062c\u064a\u0628 \u0627\u0644\u062a\u0645\u0627\u0645 \u0628\u064a\u0646 \u0645\u0635\u0641\u0648\u0641\u0629 \u0627\u0644\u0645\u062a\u062c\u0647\u0627\u062a:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #000000;\"><span style=\"color: #107d3f;\"><span style=\"color: #993300;\">library<\/span> <span style=\"color: #000000;\">(lsa)\n<\/span><\/span><\/span>\n<span style=\"color: #008080;\">#define matrix\n<\/span>a &lt;- c(23, 34, 44, 45, 42, 27, 33, 34)\nb &lt;- c(17, 18, 22, 26, 26, 29, 31, 30)\nc &lt;- c(34, 35, 35, 36, 51, 29, 30, 31)\n\ndata &lt;- cbind(a, b, c)\n\n<span style=\"color: #008080;\">#calculate Cosine Similarity\n<\/span>cosine(data)\n\n          ABC\na 1.0000000 0.9651950 0.9812406\nb 0.9651950 1.0000000 0.9573478\nc 0.9812406 0.9573478 1.0000000\n<\/strong><\/pre>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><span style=\"color: #000000;\">\u0648\u0625\u0644\u064a\u0643 \u0643\u064a\u0641\u064a\u0629 \u062a\u0641\u0633\u064a\u0631 \u0627\u0644\u0646\u062a\u064a\u062c\u0629:<\/span><\/span><\/p>\n<ul style=\";text-align:right;direction:rtl\">\n<li style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u062a\u0634\u0627\u0628\u0647 \u062c\u064a\u0628 \u0627\u0644\u062a\u0645\u0627\u0645 \u0628\u064a\u0646 \u0627\u0644\u0645\u062a\u062c\u0647\u0627\u062a <em>a<\/em> \u0648 <em>b<\/em> \u0647\u0648 <strong>0.9651950<\/strong> .<\/span><\/li>\n<li style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u062a\u0634\u0627\u0628\u0647 \u062c\u064a\u0628 \u0627\u0644\u062a\u0645\u0627\u0645 \u0628\u064a\u0646 \u0627\u0644\u0645\u062a\u062c\u0647\u0627\u062a <em>a<\/em> \u0648 <em>c<\/em> \u0647\u0648 <strong>0.9812406<\/strong> .<\/span><\/li>\n<li style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u062a\u0634\u0627\u0628\u0647 \u062c\u064a\u0628 \u0627\u0644\u062a\u0645\u0627\u0645 \u0628\u064a\u0646 \u0627\u0644\u0645\u062a\u062c\u0647\u0627\u062a <em>b<\/em> \u0648 <em>c<\/em> \u0647\u0648 <strong>0.9573478<\/strong> .<\/span><\/li>\n<\/ul>\n<h3 style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u062a\u0639\u0644\u064a\u0642\u0627\u062a<\/strong><\/span><\/h3>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>1.<\/strong> \u0633\u062a\u0639\u0645\u0644 \u0627\u0644\u062f\u0627\u0644\u0629 <strong>cosine()<\/strong> \u200e \u0645\u0639 \u0645\u0635\u0641\u0648\u0641\u0629 \u0645\u0631\u0628\u0639\u0629 \u0628\u0623\u064a \u062d\u062c\u0645.<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>2.<\/strong> \u0633\u062a\u0639\u0645\u0644 \u0627\u0644\u062f\u0627\u0644\u0629 <strong>cosine()<\/strong> \u0639\u0644\u0649 \u0645\u0635\u0641\u0648\u0641\u0629\u060c \u0648\u0644\u0643\u0646 <em>\u0644\u064a\u0633<\/em> \u0639\u0644\u0649 \u0625\u0637\u0627\u0631 \u0628\u064a\u0627\u0646\u0627\u062a. \u0648\u0645\u0639 \u0630\u0644\u0643\u060c \u064a\u0645\u0643\u0646\u0643 \u0628\u0633\u0647\u0648\u0644\u0629 \u062a\u062d\u0648\u064a\u0644 \u0625\u0637\u0627\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0625\u0644\u0649 \u0645\u0635\u0641\u0648\u0641\u0629 \u0641\u064a R \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062f\u0627\u0644\u0629 <strong>as.matrix()<\/strong> .<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>3.<\/strong> \u0627\u0631\u062c\u0639 \u0625\u0644\u0649<a href=\"https:\/\/en.wikipedia.org\/wiki\/Cosine_similarity\" target=\"_blank\" rel=\"noopener noreferrer\">\u0635\u0641\u062d\u0629 \u0648\u064a\u0643\u064a\u0628\u064a\u062f\u064a\u0627 \u0647\u0630\u0647<\/a> \u0644\u0645\u0639\u0631\u0641\u0629 \u0627\u0644\u0645\u0632\u064a\u062f \u062d\u0648\u0644 \u062a\u0634\u0627\u0628\u0647 \u062c\u064a\u0628 \u0627\u0644\u062a\u0645\u0627\u0645.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u062a\u0634\u0627\u0628\u0647 \u062c\u064a\u0628 \u0627\u0644\u062a\u0645\u0627\u0645 \u0647\u0648 \u0645\u0642\u064a\u0627\u0633 \u0644\u0644\u062a\u0634\u0627\u0628\u0647 \u0628\u064a\u0646 \u0645\u062a\u062c\u0647\u064a\u0646 \u0644\u0645\u0633\u0627\u062d\u0629 \u0627\u0644\u0645\u0646\u062a\u062c \u0627\u0644\u062f\u0627\u062e\u0644\u064a\u0629. \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0644\u0645\u062a\u062c\u0647\u064a\u0646 A \u0648B\u060c \u064a\u062a\u0645 \u062d\u0633\u0627\u0628 \u062a\u0634\u0627\u0628\u0647 \u062c\u064a\u0628 \u0627\u0644\u062a\u0645\u0627\u0645 \u0639\u0644\u0649 \u0627\u0644\u0646\u062d\u0648 \u0627\u0644\u062a\u0627\u0644\u064a: \u062a\u0634\u0627\u0628\u0647 \u062c\u064a\u0628 \u0627\u0644\u062a\u0645\u0627\u0645 = \u03a3A i B i \/ (\u221a\u03a3A i 2 \u221a\u03a3B i 2 ) \u064a\u0634\u0631\u062d \u0647\u0630\u0627 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a \u0643\u064a\u0641\u064a\u0629 \u062d\u0633\u0627\u0628 \u062a\u0634\u0627\u0628\u0647 \u062c\u064a\u0628 \u0627\u0644\u062a\u0645\u0627\u0645 \u0628\u064a\u0646 \u0627\u0644\u0645\u062a\u062c\u0647\u0627\u062a \u0641\u064a R \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u0638\u064a\u0641\u0629 cosine() [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u0643\u064a\u0641\u064a\u0629 \u062d\u0633\u0627\u0628 \u062a\u0634\u0627\u0628\u0647 \u062c\u064a\u0628 \u0627\u0644\u062a\u0645\u0627\u0645 \u0641\u064a R - \u0639\u0644\u0645 \u0627\u0644\u0625\u062d\u0635\u0627\u0621<\/title>\n<meta name=\"description\" content=\"\u064a\u0634\u0631\u062d \u0647\u0630\u0627 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a \u0643\u064a\u0641\u064a\u0629 \u062d\u0633\u0627\u0628 \u062c\u064a\u0628 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