{"id":3119,"date":"2023-07-19T03:13:44","date_gmt":"2023-07-19T03:13:44","guid":{"rendered":"https:\/\/statorials.org\/tr\/jaro-winkler-benzerligi\/"},"modified":"2023-07-19T03:13:44","modified_gmt":"2023-07-19T03:13:44","slug":"jaro-winkler-benzerligi","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/jaro-winkler-benzerligi\/","title":{"rendered":"Jaro-winkler benzerli\u011fine giri\u015f (tan\u0131m ve \u00f6rnek)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u0130statistikte <strong>Jaro-Winkler benzerli\u011fi<\/strong> iki dize aras\u0131ndaki benzerli\u011fi \u00f6l\u00e7menin bir yoludur.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0130ki dize aras\u0131ndaki <strong>Jaro benzerli\u011fi<\/strong> (sim <sub>j<\/sub> ) \u015fu \u015fekilde tan\u0131mlan\u0131r:<\/span><\/p>\n<p> <span style=\"color: #000000;\">sim <sub>j<\/sub> = 1\/3 * ( m \/|s <sub>1<\/sub> | + m\/|s <sub>2<\/sub> | + (mt)\/m )<\/span><\/p>\n<p> <span style=\"color: #000000;\">Alt\u0131n:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>m<\/strong> : E\u015fle\u015fen karakter say\u0131s\u0131<\/span>\n<ul>\n<li> <span style=\"color: #000000;\">S <sub>1<\/sub> ve s <sub>2&#8217;nin<\/sub> iki karakteri ayn\u0131ysa ve birbirlerinden [max(|s <sub>1<\/sub> |, |s <sub>2<\/sub> |) \/ 2] \u2013 1 karakterden fazla de\u011filse e\u015fle\u015fti\u011fi kabul edilir.<\/span><\/li>\n<\/ul>\n<\/li>\n<li> <span style=\"color: #000000;\"><strong>|s <sub>1<\/sub> |<\/strong> , <strong>|s <sub>2<\/sub> |<\/strong> : S\u0131ras\u0131yla birinci ve ikinci dizelerin uzunlu\u011fu<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>t<\/strong> : Aktar\u0131m say\u0131s\u0131<\/span>\n<ul>\n<li> <span style=\"color: #000000;\">E\u015fle\u015fen karakter say\u0131s\u0131n\u0131n (ancak farkl\u0131 bir s\u0131ra s\u0131ras\u0131yla) 2&#8217;ye b\u00f6l\u00fcnmesiyle hesaplan\u0131r.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\"><strong>Jaro-Winkler benzerli\u011fi<\/strong> (sim <sub>w<\/sub> ) \u015fu \u015fekilde tan\u0131mlan\u0131r:<\/span><\/p>\n<p> <span style=\"color: #000000;\">sim <sub>w<\/sub> = sim <sub>j<\/sub> + lp(1 \u2013 sim <sub>j<\/sub> )<\/span><\/p>\n<p> <span style=\"color: #000000;\">Alt\u0131n:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>sim <sub>j<\/sub><\/strong> : \u0130ki dize (s <sub>1<\/sub> ve s <sub>2)<\/sub> aras\u0131ndaki Jaro benzerli\u011fi<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>l<\/strong> : Dizenin ba\u015flang\u0131c\u0131ndaki ortak \u00f6nekin uzunlu\u011fu (en fazla 4 karakter)<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>p<\/strong> : Ortak \u00f6neklere sahip olmak i\u00e7in puan\u0131n ne kadar yukar\u0131ya do\u011fru ayarland\u0131\u011f\u0131n\u0131 g\u00f6steren \u00f6l\u00e7eklendirme fakt\u00f6r\u00fc. Tipik olarak bu, p = 0,1 olarak tan\u0131mlan\u0131r ve p = 0,25&#8217;i a\u015fmamal\u0131d\u0131r.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\u0130ki dize aras\u0131ndaki Jaro-Winkler benzerli\u011fi her zaman 0 ile 1 aras\u0131ndad\u0131r; burada:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>0,<\/strong> dizeler aras\u0131nda benzerlik olmad\u0131\u011f\u0131n\u0131 g\u00f6sterir<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>1,<\/strong> dizelerin tam olarak e\u015fle\u015fti\u011fini g\u00f6sterir<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\"><strong>Not<\/strong> : Jaro-Winkler <em>mesafesi<\/em> 1 \u2013 sim <sub>w<\/sub> olarak tan\u0131mlanacakt\u0131r.<\/span><\/p>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki \u00f6rnekte iki dize aras\u0131ndaki Jaro-Winkler benzerli\u011finin pratikte nas\u0131l hesaplanaca\u011f\u0131 g\u00f6sterilmektedir.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u00d6rnek: iki dize aras\u0131ndaki Jaro-Winkler benzerli\u011finin hesaplanmas\u0131<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki iki dizeye sahip oldu\u011fumuzu varsayal\u0131m:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">Kanal 1 (s <sub>1<\/sub> ): <strong>fare<\/strong><\/span><\/li>\n<li> <span style=\"color: #000000;\">Kanal 2 (s <sub>2<\/sub> ): <strong>sessiz<\/strong><\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\u00d6ncelikle bu iki string aras\u0131ndaki Jaro benzerli\u011fini hesaplayal\u0131m:<\/span><\/p>\n<p> <span style=\"color: #000000;\">sim <sub>j<\/sub> = 1\/3 * ( m \/|s <sub>1<\/sub> | + m\/|s <sub>2<\/sub> | + (mt)\/m )<\/span><\/p>\n<p> <span style=\"color: #000000;\">Alt\u0131n:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>m<\/strong> : E\u015fle\u015fen karakter say\u0131s\u0131<\/span>\n<ul>\n<li> <span style=\"color: #000000;\">S <sub>1<\/sub> ve s <sub>2&#8217;nin<\/sub> iki karakteri ayn\u0131ysa ve birbirlerinden [max(|s <sub>1<\/sub> |, |s <sub>2<\/sub> |) \/ 2] \u2013 1 karakterden fazla de\u011filse e\u015fle\u015fti\u011fi kabul edilir.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Bu durumda [max(|s <sub>1<\/sub> |, |s <sub>2<\/sub> |) \/ 2] \u2013 1, 5\/2 \u2013 1 = 1,5 olarak hesaplan\u0131r. Kar\u015f\u0131l\u0131k gelen \u00fc\u00e7 harfi tan\u0131mlar\u0131z: m, u, e. Yani <strong>m = 3<\/strong> .<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>|s <sub>1<\/sub> |<\/strong> , <strong>|s <sub>2<\/sub> |<\/strong> : S\u0131ras\u0131yla birinci ve ikinci dizelerin uzunlu\u011fu<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Bu durumda, <strong>|s <sub>1<\/sub> | = 5<\/strong> ve <strong>|s <sub>1<\/sub> | = 4<\/strong> .<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>t<\/strong> : Aktar\u0131m say\u0131s\u0131<\/span>\n<ul>\n<li> <span style=\"color: #000000;\">E\u015fle\u015fen karakter say\u0131s\u0131n\u0131n (ancak farkl\u0131 bir s\u0131ra s\u0131ras\u0131yla) 2&#8217;ye b\u00f6l\u00fcnmesiyle hesaplan\u0131r.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Bu durumda e\u015fle\u015fen \u00fc\u00e7 karakter vard\u0131r ancak bunlar zaten ayn\u0131 s\u0131ral\u0131 s\u0131radad\u0131r, yani <strong>t = 0<\/strong> .<\/span><\/p>\n<p> <span style=\"color: #000000;\">Yani Jaro benzerli\u011fini \u015fu \u015fekilde hesaplayabiliriz:<\/span><\/p>\n<p> <span style=\"color: #000000;\">sim <sub>j<\/sub> = 1\/3 * (3\/5 + 3\/4 + (3-0)\/3) = 0,78333.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Daha sonra Jaro-Winkler benzerli\u011fini (sim <sub>w<\/sub> ) \u015fu \u015fekilde hesaplayal\u0131m:<\/span><\/p>\n<p> <span style=\"color: #000000;\">sim <sub>w<\/sub> = sim <sub>j<\/sub> + lp(1 \u2013 sim <sub>j<\/sub> )<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu durumda \u015funu hesaplayaca\u011f\u0131z:<\/span><\/p>\n<p> <span style=\"color: #000000;\">sim <sub>w<\/sub> = 0,78333 + (1)*(0,1)(1 \u2013 0,78333) = 0,805.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0130ki zincir aras\u0131ndaki Jaro-Winkler benzerli\u011fi <strong>0,805&#8217;tir<\/strong> .<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu de\u011ferin 1&#8217;e yak\u0131n olmas\u0131 bize iki dizenin \u00e7ok benzer oldu\u011funu s\u00f6yler.<\/span><\/p>\n<p> <span style=\"color: #000000;\">R&#8217;deki iki dize aras\u0131ndaki Jaro-Winkler benzerli\u011fini hesaplayarak bunun do\u011fru oldu\u011funu do\u011frulayabiliriz:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">library<\/span> (stringdist)\n\n<span style=\"color: #008080;\">#calculate Jaro-Winkler similarity between 'mouse' and 'mute'<\/span>\n1 - stringdist(\"mouse\", \"mute\", method = \"jw\", p= <span style=\"color: #008000;\">0.1<\/span> )\n\n[1] 0.805\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Bu bizim manuel olarak hesaplad\u0131\u011f\u0131m\u0131z de\u011fere kar\u015f\u0131l\u0131k geliyor.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Ek kaynaklar<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki e\u011fitimlerde di\u011fer benzerlik metriklerinin nas\u0131l hesaplanaca\u011f\u0131 a\u00e7\u0131klanmaktad\u0131r:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/tr\/bray-curtisin-farkliligi\/\" target=\"_blank\" rel=\"noopener\">Bray-Curtis farkl\u0131l\u0131\u011f\u0131na giri\u015f<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/jakart-benzerligi\/\" target=\"_blank\" rel=\"noopener\">Jaccard benzerlik indeksine giri\u015f<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0130statistikte Jaro-Winkler benzerli\u011fi iki dize aras\u0131ndaki benzerli\u011fi \u00f6l\u00e7menin bir yoludur. \u0130ki dize aras\u0131ndaki Jaro benzerli\u011fi (sim j ) \u015fu \u015fekilde tan\u0131mlan\u0131r: sim j = 1\/3 * ( m \/|s 1 | + m\/|s 2 | + (mt)\/m ) Alt\u0131n: m : E\u015fle\u015fen karakter say\u0131s\u0131 S 1 ve s 2&#8217;nin iki karakteri ayn\u0131ysa ve birbirlerinden [max(|s [&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":[],"class_list":["post-3119","post","type-post","status-publish","format-standard","hentry","category-rehber"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.3 - 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