{"id":23567,"date":"2026-03-10T09:10:23","date_gmt":"2026-03-10T09:10:23","guid":{"rendered":"http:\/\/polisislot.pro\/?p=23567"},"modified":"2026-03-06T18:17:09","modified_gmt":"2026-03-06T18:17:09","slug":"elo-ve-xg-metrikleri-azerbaycanda-keyfiyyetin-reytinqi","status":"publish","type":"post","link":"http:\/\/polisislot.pro\/?p=23567","title":{"rendered":"Elo ve xG Metrikleri: Azerbaycanda Keyfiyyetin Reytinqi"},"content":{"rendered":"Elo ve xG Metrikleri: Azerbaycanda Keyfiyyetin Reytinqi<\/title><\/p>\n<h1>Idman T\u0259hlilind\u0259 Keyfiyyet Metrikleri – Elo, xG ve Diger Reytinq Sistemleri<\/h1>\n<p>Idman dunyas\u0131nda komandalar\u0131n ve oyun\u00e7ular\u0131n performans\u0131n\u0131 qiym\u0259tl\u0259ndirm\u0259k \u00fc\u00e7\u00fcn m\u00fcxt\u0259lif riyazi modeller ve statistik g\u00f6st\u0259riciler istifad\u0259 olunur. Bu metrikler sad\u0259c\u0259 q\u0259l\u0259b\u0259 ve m\u0259\u011flubiyy\u0259td\u0259n daha d\u0259rin bir anlay\u0131\u015f t\u0259qdim edir, h\u0259qiqi "keyfiyy\u0259ti" \u00f6l\u00e7m\u0259y\u0259 \u00e7al\u0131\u015f\u0131r. Azerbaycanda da, x\u00fcsusil\u0259 futbol, \u015fahmat ve dig\u0259r r\u0259qab\u0259tli idman n\u00f6vl\u0259rind\u0259 bu sisteml\u0259rin t\u0259tbiqi ve ba\u015fa d\u00fc\u015f\u00fclm\u0259si getdikc\u0259 daha vacib olur. Bu yaz\u0131da, Elo reytinq sistemi, G\u00f6zl\u0259nil\u0259n Qollar (xG) ve dig\u0259r keyfiyyet \u00f6l\u00e7\u00fctl\u0259rinin n\u0259 oldu\u011funu, nec\u0259 i\u015fl\u0259diyini ve onlar\u0131 Azerbaycan idman m\u00fchitind\u0259 nec\u0259 \u015f\u0259rh ed\u0259 bil\u0259c\u0259yinizi add\u0131m-add\u0131m izah ed\u0259c\u0259yik. Bu anlay\u0131\u015flar\u0131n t\u0259hlili \u00fczr\u0259 m\u00fcnt\u0259z\u0259m m\u00fczakir\u0259l\u0259r ke\u00e7iril\u0259n <a href=\"https:\/\/ga-symposium.com\/\">https:\/\/ga-symposium.com\/<\/a> kimi platformalar da bu sah\u0259d\u0259 bilik m\u00fcbadil\u0259sini t\u0259\u015fviq edir.<\/p>\n<h2>Reytinq Sistemlerinin Esaslar\u0131 ve Tarixi \u0130nki\u015faf\u0131<\/h2>\n<p>Keyfiyy\u0259tin riyazi \u00f6l\u00e7\u00fclm\u0259si anlay\u0131\u015f\u0131 onillikl\u0259r \u0259vv\u0259l\u0259, x\u00fcsusil\u0259 \u015fahmat d\u00fcnyas\u0131na gedib \u00e7\u0131x\u0131r. \u018fsas m\u0259qs\u0259d, t\u0259sad\u00fcfi n\u0259tic\u0259l\u0259ri aradan qald\u0131raraq, i\u015ftirak\u00e7\u0131n\u0131n v\u0259 ya komandan\u0131n sabit g\u00fcc s\u0259viyy\u0259sini \u0259ks etdir\u0259n bir r\u0259q\u0259m t\u0259yin etm\u0259kdir. Bu sisteml\u0259r zamanla idman\u0131n dem\u0259k olar ki, h\u0259r sah\u0259sin\u0259 yay\u0131l\u0131b ve m\u0259\u015fq\u00e7il\u0259r, analitikl\u0259r ve h\u0259v\u0259skarlar t\u0259r\u0259find\u0259n q\u0259bul edilib. Azerbaycanda, milli futbol liqas\u0131n\u0131n statistik t\u0259hlili ve beyn\u0259lxalq \u015fahmat turnirl\u0259rind\u0259ki u\u011furlar\u0131m\u0131z bu c\u00fcr obyektiv \u00f6l\u00e7\u00fcl\u0259r\u0259 mara\u011f\u0131 daha da art\u0131r\u0131b.<\/p>\n<h3>Elo Reytinq Sisteminin \u0130\u015f Prinsipi<\/h3>\n<p>Elo sistemi 1960-c\u0131 ill\u0259rd\u0259 amerikal\u0131 fizik Arpad Elo t\u0259r\u0259find\u0259n \u015fahmat oyun\u00e7ular\u0131n\u0131n g\u00fcc\u00fcn\u00fc qiym\u0259tl\u0259ndirm\u0259k \u00fc\u00e7\u00fcn haz\u0131rlan\u0131b. Sistemin \u0259sas\u0131nda sad\u0259 bir fikir durur: h\u0259r bir oyun\u00e7unun reytinqi r\u0259qibin g\u00fcc\u00fcnd\u0259n as\u0131l\u0131 olaraq q\u0259l\u0259b\u0259 v\u0259 ya m\u0259\u011flubiyy\u0259td\u0259n sonra d\u0259yi\u015fir. G\u00fccl\u00fc r\u0259qib\u0259 qalib g\u0259lm\u0259k \u00e7ox xal qazand\u0131rar, z\u0259if r\u0259qib\u0259 m\u0259\u011flub olmaq is\u0259 \u00e7ox xal itirm\u0259y\u0259 s\u0259b\u0259b olar. Bu, sistemin dinamik v\u0259 reall\u0131\u011f\u0131 \u0259ks etdir\u0259n t\u0259r\u0259fidir.<\/p>\n<p>Hesablama \u00fc\u00e7\u00fcn \u0259sas d\u00fcstur a\u015fa\u011f\u0131dak\u0131 kimidir. Oyun\u00e7unun yeni reytinqi, k\u00f6hn\u0259 reytinqi \u00fcst\u00fcn\u0259 \u0259lav\u0259 olunan v\u0259 ya \u00e7\u0131x\u0131lan d\u0259yi\u015fiklikl\u0259 tap\u0131l\u0131r. Bu d\u0259yi\u015fiklik is\u0259 \u0259sl n\u0259tic\u0259 il\u0259 g\u00f6zl\u0259nil\u0259n n\u0259tic\u0259 aras\u0131ndak\u0131 f\u0259rq\u0259 \u0259saslan\u0131r. G\u00f6zl\u0259nil\u0259n n\u0259tic\u0259, iki oyun\u00e7unun cari reytinql\u0259rin\u0259 baxaraq onlar\u0131n qalib g\u0259lm\u0259 ehtimal\u0131n\u0131 g\u00f6st\u0259rir.<\/p>\n<ul>\n<li>Yeni Reytinq = K\u00f6hn\u0259 Reytinq + K * (N\u0259tic\u0259 – G\u00f6zl\u0259nil\u0259n N\u0259tic\u0259)<\/li>\n<li>K \u0259msal\u0131: Oyunun \u0259h\u0259miyy\u0259tini g\u00f6st\u0259rir. Ad\u0259t\u0259n g\u0259nc oyun\u00e7ular \u00fc\u00e7\u00fcn daha y\u00fcks\u0259k, t\u0259cr\u00fcb\u0259lil\u0259r \u00fc\u00e7\u00fcn daha a\u015fa\u011f\u0131 olur. Bu, sistemin daha s\u00fcr\u0259tli uy\u011funla\u015fmas\u0131n\u0131 t\u0259min edir.<\/li>\n<li>N\u0259tic\u0259: Q\u0259l\u0259b\u0259 \u00fc\u00e7\u00fcn 1, he\u00e7-he\u00e7\u0259 \u00fc\u00e7\u00fcn 0.5, m\u0259\u011flubiyy\u0259t \u00fc\u00e7\u00fcn 0.<\/li>\n<li>G\u00f6zl\u0259nil\u0259n N\u0259tic\u0259: 1 \/ (1 + 10^((R\u0259qib Reytinqi – \u00d6z Reytinqi) \/ 400)) d\u00fcsturu il\u0259 hesablan\u0131r.<\/li>\n<li>Sistem yaln\u0131z \u015fahmatda deyil, futbol (FIFA D\u00fcnya Reytinqi), e-idman v\u0259 dig\u0259r strategiya oyunlar\u0131nda da geni\u015f istifad\u0259 olunur.<\/li>\n<li>Azerbaycan \u015fahmat\u00e7\u0131lar\u0131n\u0131n beyn\u0259lxalq reytinql\u0259ri d\u0259 m\u0259hz bu sistem \u0259sas\u0131nda formala\u015f\u0131r.<\/li>\n<li>Onun \u0259sas \u00fcst\u00fcnl\u00fcy\u00fc sad\u0259liyi v\u0259 r\u0259qibin g\u00fcc\u00fcn\u00fc n\u0259z\u0259r\u0259 almas\u0131d\u0131r.<\/li>\n<li>\u018fsas \u00e7at\u0131\u015fmazl\u0131\u011f\u0131 is\u0259 yaln\u0131z n\u0259tic\u0259y\u0259 diqq\u0259t yetirm\u0259si, oyunun keyfiyy\u0259tini v\u0259 ya detallar\u0131n\u0131 n\u0259z\u0259r\u0259 almamas\u0131d\u0131r.<\/li>\n<\/ul>\n<h2>Futbol T\u0259hlilind\u0259 Inqilab – G\u00f6zl\u0259nil\u0259n Qollar (xG)<\/h2>\n<p>Futbol statistikas\u0131nda son onillikl\u0259 ba\u015f ver\u0259n \u0259n m\u00fch\u00fcm d\u0259yi\u015fiklik G\u00f6zl\u0259nil\u0259n Qollar (Expected Goals – xG) metrikas\u0131n\u0131n yaranmas\u0131d\u0131r. Bu, bir z\u0259rb\u0259nin qola \u00e7evrilm\u0259 ehtimal\u0131n\u0131 0 il\u0259 1 aras\u0131nda bir r\u0259q\u0259ml\u0259 ifad\u0259 edir. M\u0259s\u0259l\u0259n, 0.15 xG d\u0259y\u0259ri olan bir z\u0259rb\u0259, h\u0259r 100 bel\u0259 v\u0259ziyy\u0259td\u0259n 15-d\u0259 qola \u00e7evril\u0259c\u0259yini g\u00f6st\u0259rir. Bu, sad\u0259c\u0259 vurulan \u015futlar\u0131n say\u0131n\u0131 saymaqdan daha d\u0259qiq bir h\u00fccum effektivliyi t\u0259sviri yarad\u0131r.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.trend.az\/media\/2025\/06\/03\/istanbul_konfrans-9.jpg\" alt=\"https:\/\/ga-symposium.com\/\" loading=\"lazy\"><\/p>\n<p>xG modeli bir \u00e7ox amill\u0259ri n\u0259z\u0259r\u0259 al\u0131r. Bu amill\u0259rin \u00e7oxu avtomatik video t\u0259hlili v\u0259 m\u0259lumat toplama texnologiyalar\u0131 say\u0259sind\u0259 toplan\u0131r. Bu texnologiyalar\u0131n inki\u015faf\u0131 il\u0259 modell\u0259r daha d\u0259qiq olma\u011fa davam edir.<\/p>\n<table>\n<thead>\n<tr>\n<th>Z\u0259rb\u0259 Amili<\/th>\n<th>T\u0259sir Edildiyi Hal<\/th>\n<th>Tipik xG Aral\u0131\u011f\u0131<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>M\u0259saf\u0259<\/td>\n<td>Qap\u0131ya yax\u0131n z\u0259rb\u0259l\u0259r daha y\u00fcks\u0259k xG verir.<\/td>\n<td>0.05 – 0.80<\/td>\n<\/tr>\n<tr>\n<td>Buca\u011f\u0131<\/td>\n<td>Qap\u0131 qar\u015f\u0131s\u0131nda m\u0259rk\u0259zi v\u0259ziyy\u0259tl\u0259r daha s\u0259rf\u0259lidir.<\/td>\n<td>0.10 – 0.50<\/td>\n<\/tr>\n<tr>\n<td>B\u0259d\u0259n hiss\u0259si<\/td>\n<td>Ba\u015fla vurulan z\u0259rb\u0259l\u0259r ad\u0259t\u0259n ayaqla vurulanlardan a\u015fa\u011f\u0131 xG al\u0131r.<\/td>\n<td>0.05 – 0.40<\/td>\n<\/tr>\n<tr>\n<td>K\u00f6m\u0259k\u00e7i n\u00f6v\u00fc<\/td>\n<td>Yerind\u0259n \u00f6t\u00fcrm\u0259, m\u0259rk\u0259z v\u0259 ya s\u0259rb\u0259st v\u0259ziyy\u0259t kimi amill\u0259r.<\/td>\n<td>0.02 – 0.30 art\u0131m<\/td>\n<\/tr>\n<tr>\n<td>Qoruma v\u0259ziyy\u0259ti<\/td>\n<td>Qap\u0131\u00e7\u0131n\u0131n m\u00f6vqeyi v\u0259 m\u00fcdafi\u0259\u00e7il\u0259rin say\u0131.<\/td>\n<td>0.01 – 0.60<\/td>\n<\/tr>\n<tr>\n<td>B\u00fcdc\u0259 qeyri-m\u00fc\u0259yy\u0259nliyi<\/td>\n<td>Modelin etibarl\u0131l\u0131\u011f\u0131n\u0131 t\u0259sir ed\u0259n amil.<\/td>\n<td>D\u0259yi\u015fir<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>xG-ni Nec\u0259 \u015e\u0259rh Etm\u0259k Olar<\/h3>\n<p>xG-ni d\u00fczg\u00fcn ba\u015fa d\u00fc\u015fm\u0259k \u00fc\u00e7\u00fcn onu t\u0259k bir oyuna deyil, uzun bir d\u00f6vr\u0259 (bir m\u00f6vs\u00fcm\u0259) aid etm\u0259k laz\u0131md\u0131r. Bir komanda yaratd\u0131\u011f\u0131 qol f\u00fcrs\u0259tl\u0259rind\u0259n (\u00fcmumi xG) daha \u00e7ox qol vurursa, bu, ya qap\u0131\u00e7\u0131lar\u0131n f\u00f6vq\u0259lad\u0259 formada olmas\u0131, ya da h\u00fccum\u00e7ular\u0131n \u00e7ox s\u0259m\u0259r\u0259li olmas\u0131 il\u0259 izah oluna bil\u0259r. Lakin bu, tez-tez uzun m\u00fcdd\u0259td\u0259 davam etm\u0259y\u0259 bil\u0259r. \u018fksin\u0259, y\u00fcks\u0259k xG yaradan, lakin az qol vuran komanda is\u0259 ya qap\u0131\u00e7\u0131 bax\u0131m\u0131ndan u\u011fursuzluq, ya da h\u00fccumda s\u0259m\u0259r\u0259sizlik ya\u015fay\u0131r. Premyer Liqa, La Liqa kimi liqalarda xG statistikas\u0131 art\u0131q standart bir g\u00f6st\u0259ricidir ve Azerbaycan Premyer Liqas\u0131nda da bu c\u00fcr t\u0259hlill\u0259r getdikc\u0259 daha \u00e7ox istifad\u0259 olunur.<\/p>\n<ul>\n<li>Y\u00fcks\u0259k xG, a\u015fa\u011f\u0131 qol: Bu, h\u00fccumda s\u0259m\u0259r\u0259sizlik v\u0259 ya r\u0259qib qap\u0131\u00e7\u0131s\u0131n\u0131n \u0259la oyunu ola bil\u0259r. M\u0259\u015fq\u00e7i \u00fc\u00e7\u00fcn h\u00fccum sxeml\u0259rini yenid\u0259n n\u0259z\u0259rd\u0259n ke\u00e7irm\u0259k bar\u0259d\u0259 siqnald\u0131r.<\/li>\n<li>A\u015fa\u011f\u0131 xG, y\u00fcks\u0259k qol: Bu, h\u00fccum\u00e7ular\u0131n y\u00fcks\u0259k d\u0259qiqlik g\u00f6st\u0259rm\u0259si v\u0259 ya \u015fans\u0131n komandadan yana olmas\u0131 dem\u0259kdir. Uzun m\u00f6vs\u00fcmd\u0259 bu, davam etm\u0259y\u0259 bil\u0259r.<\/li>\n<li>xG f\u0259rqi (xG – q\u0259bul edilmi\u015f xG): Komandan\u0131n h\u0259m h\u00fccum, h\u0259m d\u0259 m\u00fcdafi\u0259 keyfiyy\u0259tini eyni vaxtda g\u00f6st\u0259r\u0259n \u0259n faydal\u0131 g\u00f6st\u0259ricidir. M\u00fcsb\u0259t f\u0259rq \u00fcmumiyy\u0259tl\u0259 yax\u015f\u0131 performans g\u00f6st\u0259ricisidir.<\/li>\n<li>F\u0259rdi oyun\u00e7u xG-si: H\u00fccum\u00e7unun yaratd\u0131\u011f\u0131 f\u00fcrs\u0259tl\u0259rin keyfiyy\u0259tini \u00f6l\u00e7\u00fcr. Daim a\u015fa\u011f\u0131 xG-li f\u00fcrs\u0259tl\u0259rd\u0259n qol vuran oyun\u00e7u “s\u0259m\u0259r\u0259siz” say\u0131la bil\u0259r, \u00e7\u00fcnki bu forman\u0131 saxlamaq \u00e7\u0259tindir.<\/li>\n<li>Azerbaycan klublar\u0131n\u0131n Avropa kuboklar\u0131nda r\u0259qibl\u0259rini t\u0259hlil ed\u0259rk\u0259n xG m\u0259lumatlar\u0131ndan istifad\u0259si strateji \u00fcst\u00fcnl\u00fck ver\u0259 bil\u0259r.<\/li>\n<\/ul>\n<h2>Dig\u0259r Keyfiyyet ve \u0130drak Metrikleri<\/h2>\n<p>Elo ve xG-d\u0259n \u0259lav\u0259, idman t\u0259hlilind\u0259 m\u00fcxt\u0259lif m\u0259qs\u0259dl\u0259r \u00fc\u00e7\u00fcn haz\u0131rlanm\u0131\u015f bir \u00e7ox ba\u015fqa metrik var. Bu metrikler oyunun m\u00fc\u0259yy\u0259n bir aspektin\u0259 diqq\u0259t yetirir ve \u00fcmumi performans haqq\u0131nda daha dol\u011fun m\u0259lumat verir. Onlar\u0131n ham\u0131s\u0131 idman\u0131n daha \u00e7ox m\u0259lumat \u0259sasl\u0131 ba\u015fa d\u00fc\u015f\u00fclm\u0259si trendinin bir hiss\u0259sidir.<\/p>\n<h3>G\u00f6zl\u0259nil\u0259n K\u00f6m\u0259klik (xA) ve G\u00f6zl\u0259nil\u0259n M\u00fcdafi\u0259 \u018fm\u0259liyyatlar\u0131 (xT)<\/h3>\n<p>G\u00f6zl\u0259nil\u0259n K\u00f6m\u0259klik (Expected Assists – xA), xG il\u0259 \u0259laq\u0259li bir metrikdir. Bu, bir \u00f6t\u00fcrm\u0259nin qola \u00e7evrilm\u0259 ehtimal\u0131n\u0131 \u00f6l\u00e7\u00fcr. Y\u0259ni, oyun\u00e7u topu h\u00fccum\u00e7uya \u00f6t\u00fcrd\u00fckd\u0259, bu \u00f6t\u00fcrm\u0259nin n\u0259 q\u0259d\u0259r yax\u015f\u0131 bir qol f\u00fcrs\u0259ti yaratd\u0131\u011f\u0131n\u0131 qiym\u0259tl\u0259ndirir. Bu, sad\u0259c\u0259 k\u00f6m\u0259k statistikas\u0131ndan daha d\u0259qiqdir, \u00e7\u00fcnki keyfiyy\u0259tsiz bir \u00f6t\u00fcrm\u0259d\u0259n vurulan qolu “k\u00f6m\u0259k” kimi qeyd etmir. G\u00f6zl\u0259nil\u0259n T\u0259hdid (Expected Threat – xT) is\u0259 daha m\u00fcr\u0259kk\u0259b bir modeldir ve oyun\u00e7unun topu sah\u0259nin m\u00fc\u0259yy\u0259n bir zonas\u0131ndan dig\u0259rin\u0259 aparmaqla komandas\u0131na n\u0259 q\u0259d\u0259r t\u0259hl\u00fck\u0259 yaratd\u0131\u011f\u0131n\u0131 hesablay\u0131r. Bu, x\u00fcsusil\u0259 yar\u0131mm\u00fcdafi\u0259\u00e7il\u0259rin v\u0259 k\u0259nar oyun\u00e7ular\u0131n yaratd\u0131\u011f\u0131 d\u0259y\u0259ri \u00f6l\u00e7m\u0259k \u00fc\u00e7\u00fcn faydal\u0131d\u0131r.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/0.academia-photos.com\/attachment_thumbnails\/107975933\/mini_magick20231128-1-h0vomk.png?1701180178\" alt=\"https:\/\/ga-symposium.com\/\" loading=\"lazy\"><\/p>\n<h3>Oyun\u00e7u T\u0259sir Reytinql\u0259ri ve Birl\u0259\u015fmi\u015f Modell\u0259r<\/h3>\n<p>Bir \u00e7ox analitik platforma, onlarla f\u0259rqli statistik g\u00f6st\u0259ricini birl\u0259\u015fdir\u0259r\u0259k oyun\u00e7ulara vahid bir “t\u0259sir reytinqi” v\u0259 ya “qiym\u0259t” t\u0259yin edir. Bu modell\u0259r ad\u0259t\u0259n \u00f6z\u0259l alqoritml\u0259r \u0259sas\u0131nda i\u015fl\u0259yir v\u0259 oyun\u00e7unun h\u00fccum, m\u00fcdafi\u0259, ke\u00e7id fazas\u0131 kimi b\u00fct\u00fcn aspektl\u0259rd\u0259 t\u00f6hf\u0259sini qiym\u0259tl\u0259ndirir. M\u0259s\u0259l\u0259n, m\u00fcdafi\u0259\u00e7inin bloklad\u0131\u011f\u0131 z\u0259rb\u0259l\u0259rin xG d\u0259y\u0259rini toplamaqla onun qar\u015f\u0131s\u0131n\u0131 almaqdak\u0131 effektivliyi \u00f6l\u00e7\u00fcl\u0259 bil\u0259r. Bu c\u00fcr birl\u0259\u015fmi\u015f modell\u0259r transfer bazar\u0131nda oyun\u00e7ular\u0131n d\u0259y\u0259rini m\u00fc\u0259yy\u0259n etm\u0259k v\u0259 ya komandan\u0131n \u0259n z\u0259if halqas\u0131n\u0131 tapmaq \u00fc\u00e7\u00fcn d\u0259y\u0259rli al\u0259t ola bil\u0259r.<\/p>\n<ul>\n<li>PPA (Proqressiv H\u0259r\u0259k\u0259t): Oyun\u00e7unun topu ir\u0259lil\u0259tdiyi m\u0259saf\u0259ni \u00f6l\u00e7\u00fcr ve h\u00fccumda t\u0259\u015f\u0259bb\u00fcs\u00fc g\u00f6st\u0259rir.<\/li>\n<li>Pressinq intensivliyi: Komandan\u0131n topu itirdikd\u0259n sonra n\u0259 q\u0259d\u0259r tez v\u0259 effektiv geri qaytarma\u011fa \u00e7al\u0131\u015fd\u0131\u011f\u0131n\u0131 \u00f6l\u00e7\u0259n metrik.<\/li>\n<li>Pass z\u0259ncirl\u0259ri: Komandan\u0131n ne\u00e7\u0259 ard\u0131c\u0131l u\u011furlu \u00f6t\u00fcrm\u0259 ed\u0259 bildiyini g\u00f6st\u0259rir ve komanda anla\u015fmas\u0131n\u0131n g\u00f6st\u0259ricisi ola bil\u0259r.<\/li>\n<li>B\u00fct\u00fcn bu metriklerin t\u0259hlili \u00fc\u00e7\u00fcn y\u00fcks\u0259k keyfiyy\u0259tli m\u0259lumat toplama infrastrukturu laz\u0131md\u0131r, bu da Azerbaycan klublar\u0131 \u00fc\u00e7\u00fcn texnoloji investisiya t\u0259l\u0259b ed\u0259n bir sah\u0259dir.<\/li>\n<li>Bu g\u00f6st\u0259ricil\u0259ri yaln\u0131z r\u0259q\u0259ml\u0259r kimi deyil, oyun kontekstind\u0259 (komanda taktikas\u0131, r\u0259qibin g\u00fcc\u00fc, oyunun m\u0259rh\u0259l\u0259si) \u015f\u0259rh etm\u0259k vacibdir.<\/li>\n<\/ul>\n<h2>Azerbaycan Idman\u0131nda Metriklerin T\u0259tbiqi ve G\u0259l\u0259c\u0259yi<\/h2>\n<p>Azerbaycanda idman t\u0259hlili \u0259n\u0259n\u0259vi yana\u015fmalardan m\u0259lumat. For background definitions and terminology, refer to <a href=\"https:\/\/en.wikipedia.org\/wiki\/Sports_analytics\">sports analytics overview<\/a>.<\/p>\n<p>\u0259sasl\u0131 q\u0259rarlara do\u011fru inki\u015faf edir. Klublar art\u0131q oyun\u00e7ular\u0131n fiziki v\u0259ziyy\u0259tini izl\u0259m\u0259k \u00fc\u00e7\u00fcn GPS cihazlar\u0131ndan istifad\u0259 edir v\u0259 \u0259sas statistikalar\u0131 toplay\u0131r. Lakin, qabaqc\u0131l metriklerin v\u0259 m\u00fcr\u0259kk\u0259b modell\u0259rin t\u0259tbiqi \u00fc\u00e7\u00fcn m\u00fct\u0259x\u0259ssisl\u0259r\u0259 v\u0259 texnoloji infrastruktura investisiya laz\u0131md\u0131r. Bu, g\u0259nc futbol\u00e7ular\u0131n yeti\u015fdirilm\u0259si, komanda taktikas\u0131n\u0131n optimalla\u015fd\u0131r\u0131lmas\u0131 v\u0259 r\u0259qibl\u0259rin daha d\u0259qiq t\u0259hlili \u00fc\u00e7\u00fcn yeni imkanlar a\u00e7acaq. For general context and terms, see <a href=\"https:\/\/en.wikipedia.org\/wiki\/Sports_analytics\">sports analytics overview<\/a>.<\/p>\n<p>G\u0259l\u0259c\u0259kd\u0259, s\u00fcni intellekt v\u0259 ma\u015f\u0131n \u00f6yr\u0259nm\u0259si daha b\u00f6y\u00fck rol oynaya bil\u0259r. Bu texnologiyalar oyun n\u00fcmun\u0259l\u0259rini avtomatik tan\u0131ya, oyun\u00e7ular\u0131n g\u0259l\u0259c\u0259k performans\u0131n\u0131 proqnozla\u015fd\u0131ra v\u0259 h\u0259tta potensial transferl\u0259r \u00fc\u00e7\u00fcn uy\u011funluq analizi apara bil\u0259r. Bununla bel\u0259, bu al\u0259tl\u0259r m\u0259\u015fq\u00e7il\u0259rin t\u0259cr\u00fcb\u0259si v\u0259 intuisiya il\u0259 birlikd\u0259 istifad\u0259 edilm\u0259lidir.<\/p>\n<p>Statistika v\u0259 metrikler futbolu anlamaq \u00fc\u00e7\u00fcn g\u00fccl\u00fc vasit\u0259l\u0259rdir. Onlar subyektivliyi azald\u0131r v\u0259 q\u0259rarlar\u0131 d\u0259st\u0259kl\u0259yir. Lakin, onlar oyunun insani t\u0259r\u0259fini, psixologiyas\u0131n\u0131 v\u0259 g\u00f6zl\u0259nilm\u0259z anlar\u0131n\u0131 he\u00e7 vaxt tam \u0259ks etdir\u0259 bilm\u0259z. M\u00fcv\u0259ff\u0259qiyy\u0259t, r\u0259q\u0259msal m\u0259lumatlar\u0131n d\u00fczg\u00fcn \u015f\u0259rh edilm\u0259si il\u0259 praktik bilik v\u0259 idman z\u0259kas\u0131n\u0131n tarazl\u0131\u011f\u0131ndan qaynaqlan\u0131r.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Elo ve xG Metrikleri: Azerbaycanda Keyfiyyetin Reytinqi Idman T\u0259hlilind\u0259 Keyfiyyet Metrikleri – Elo, xG ve Diger Reytinq Sistemleri Idman dunyas\u0131nda komandalar\u0131n ve oyun\u00e7ular\u0131n performans\u0131n\u0131 qiym\u0259tl\u0259ndirm\u0259k \u00fc\u00e7\u00fcn m\u00fcxt\u0259lif riyazi modeller ve statistik g\u00f6st\u0259riciler…<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-23567","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"http:\/\/polisislot.pro\/index.php?rest_route=\/wp\/v2\/posts\/23567","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/polisislot.pro\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/polisislot.pro\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/polisislot.pro\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"http:\/\/polisislot.pro\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=23567"}],"version-history":[{"count":1,"href":"http:\/\/polisislot.pro\/index.php?rest_route=\/wp\/v2\/posts\/23567\/revisions"}],"predecessor-version":[{"id":23568,"href":"http:\/\/polisislot.pro\/index.php?rest_route=\/wp\/v2\/posts\/23567\/revisions\/23568"}],"wp:attachment":[{"href":"http:\/\/polisislot.pro\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=23567"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/polisislot.pro\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=23567"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/polisislot.pro\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=23567"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}