{"id":1046,"date":"2026-03-02T08:09:26","date_gmt":"2026-03-02T08:09:26","guid":{"rendered":"https:\/\/demo.webknitter.in\/centafsalumni\/?p=1046"},"modified":"2026-05-20T14:23:42","modified_gmt":"2026-05-20T14:23:42","slug":"elo-xg-ve-keyfiyyet-metrikleri-azerbaycanda-reytinq-sistemleri","status":"publish","type":"post","link":"https:\/\/demo.webknitter.in\/centafsalumni\/elo-xg-ve-keyfiyyet-metrikleri-azerbaycanda-reytinq-sistemleri\/","title":{"rendered":"Elo, xG ve Keyfiyyet Metrikleri &#8211; Azerbaycanda Reytinq Sistemleri"},"content":{"rendered":"<p><title>Elo, xG ve Keyfiyyet Metrikleri &#8211; Azerbaycanda Reytinq Sistemleri<\/title><\/p>\n<h1>Idman T\u0259hlilind\u0259 Reytinq Sistemleri &#8211; Elo, xG ve Metriklerin Izah\u0131<\/h1>\n<p>Idman dunyas\u0131nda komandalar\u0131n ve oyun\u00e7ular\u0131n performans\u0131n\u0131 qiymetl\u0259ndirmek \u00fc\u00e7\u00fcn m\u00fcxt\u0259lif riyazi modeller ve statistik g\u00f6st\u0259riciler istifad\u0259 olunur. Bu metrikler t\u0259kc\u0259 n\u0259tic\u0259l\u0259ri qeyd etm\u0259k deyil, h\u0259m d\u0259 performans\u0131n d\u0259rin keyfiyy\u0259tini, inki\u015faf meyllerini ve g\u0259l\u0259c\u0259k n\u0259tic\u0259l\u0259ri proqnozla\u015fd\u0131rmaq \u00fc\u00e7\u00fcn vacibdir. Azerbaycanda da idman maraqlar\u0131 artd\u0131qca, bu m\u00fcr\u0259kk\u0259b anlay\u0131\u015flar\u0131 ba\u015fa d\u00fc\u015fm\u0259k daha \u0259h\u0259miyy\u0259t k\u0259sb edir. M\u0259s\u0259l\u0259n, bir \u00e7ox t\u0259hlil\u00e7i v\u0259 h\u0259v\u0259skar, <a href=\"https:\/\/nashvilleneuroscience.com\/\">mostbet giri\u015f<\/a> kimi platformalarda t\u0259qdim olunan m\u0259lumatlar\u0131 daha yax\u015f\u0131 \u015f\u0259rh etm\u0259k \u00fc\u00e7\u00fcn bu sistemlerin i\u015f prinsipl\u0259rini \u00f6yr\u0259nir. Bu yaz\u0131da, \u0259n geni\u015f yay\u0131lm\u0131\u015f iki reytinq sistemi olan Elo ve g\u00f6zl\u0259nil\u0259n qollar (xG) modeli, habel\u0259 \u00fcmumi &quot;keyfiyy\u0259t&quot; metriklerinin nec\u0259 \u015f\u0259rh olunmas\u0131 bar\u0259d\u0259 m\u0259lumat veril\u0259c\u0259k.<\/p>\n<h2>Elo Reytinq Sistemi &#8211; Tarix ve Prinsip<\/h2>\n<p>Elo reytinq sistemi ilk d\u0259f\u0259 1960-c\u0131 ill\u0259rd\u0259 AB\u015e-l\u0131 fizik professoru Arpad Elo t\u0259r\u0259find\u0259n \u015fahmat oyun\u00e7ular\u0131n\u0131n g\u00fcc\u00fcn\u00fc qiym\u0259tl\u0259ndirm\u0259k \u00fc\u00e7\u00fcn haz\u0131rlanm\u0131\u015fd\u0131r. Sistemin \u0259sas m\u0259ntiqi sad\u0259dir: h\u0259r bir oyun\u00e7uya m\u00fc\u0259yy\u0259n bir reytinq bal\u0131 (Elo bal\u0131) verilir ve bu bal qar\u015f\u0131la\u015fman\u0131n n\u0259tic\u0259sin\u0259 g\u00f6r\u0259 art\u0131r v\u0259 ya azal\u0131r. Sistemin \u0259sas \u00fcst\u00fcnl\u00fcy\u00fc, qalibiyy\u0259t ve m\u0259\u011flubiyy\u0259tin yana\u015f\u0131, r\u0259qibin g\u00fcc\u00fcn\u00fc n\u0259z\u0259r\u0259 alaraq bal d\u0259yi\u015fikliyini hesablamaqd\u0131r. G\u00fcn\u00fcm\u00fczde bu sistem t\u0259kc\u0259 \u015fahmatda deyil, futbol, basketbol, tennis ve dig\u0259r idman n\u00f6vl\u0259rind\u0259, h\u0259tta video oyunlar\u0131nda da geni\u015f t\u0259tbiq olunur.<\/p>\n<p>Azerbaycan idman\u0131nda Elo reytinql\u0259ri x\u00fcsusil\u0259 \u015fahmat kimi f\u0259rdi idman n\u00f6vl\u0259rind\u0259 r\u0259smi olaraq istifad\u0259 olunur. Futbol \u00fczr\u0259 is\u0259 beyn\u0259lxalq t\u0259hlil saytlar\u0131 tez-tez milli komandalar\u0131n ve klublar\u0131n Elo reytinql\u0259rini hesablayaraq onlar\u0131n d\u00fcnya miqyas\u0131nda m\u00f6vqeyini g\u00f6st\u0259rir. Bu, komandan\u0131n cari formadan as\u0131l\u0131 olmayaraq, tarixi performansa \u0259saslanan uzunm\u00fcdd\u0259tli g\u00fcc\u00fcn\u00fc \u0259ks etdirir.<\/p>\n<h3>Elo Bal\u0131n\u0131n Nec\u0259 Hesabland\u0131\u011f\u0131<\/h3>\n<p>Elo sistemind\u0259 bal d\u0259yi\u015fikliyi riyazi bir d\u00fcsturla m\u00fc\u0259yy\u0259n edilir. H\u0259r mat\u00e7dan \u0259vv\u0259l h\u0259r bir komanda ve ya oyun\u00e7u \u00fc\u00e7\u00fcn qalib g\u0259lm\u0259 ehtimal\u0131 hesablan\u0131r. N\u0259tic\u0259 g\u00f6zl\u0259nil\u0259nd\u0259n f\u0259rqli olduqda, reytinq ballar\u0131 t\u0259r\u0259fl\u0259r aras\u0131nda k\u00f6\u00e7\u00fcr\u00fcl\u00fcr. M\u0259s\u0259l\u0259n, daha y\u00fcks\u0259k reytinqli komanda g\u00f6zl\u0259nildiyi kimi qalib g\u0259l\u0259rs\u0259, az sayda bal qazanar; amma a\u015fa\u011f\u0131 reytinqli komanda s\u00fcrpriz q\u0259l\u0259b\u0259 qazanarsa, \u00e7ox sayda bal alar ve r\u0259qibi daha \u00e7ox bal itir\u0259r. Bu mexanizm sistem\u0259 dinamiklik ve tarazl\u0131q verir.<\/p>\n<ul>\n<li>Ba\u015flan\u011f\u0131c bal: Yeni i\u015ftirak\u00e7\u0131ya ad\u0259t\u0259n m\u00fc\u0259yy\u0259n bir ba\u015flan\u011f\u0131c bal (m\u0259s\u0259l\u0259n, 1500) verilir.<\/li>\n<li>G\u00f6zl\u0259nil\u0259n n\u0259tic\u0259: Qalib g\u0259lm\u0259 ehtimal\u0131 iki t\u0259r\u0259fin cari Elo ballar\u0131 aras\u0131ndak\u0131 f\u0259rq\u0259 \u0259saslan\u0131r.<\/li>\n<li>H\u0259qiqi n\u0259tic\u0259: Qalibiyy\u0259t 1, he\u00e7-he\u00e7\u0259 0.5, m\u0259\u011flubiyy\u0259t is\u0259 0 kimi qiym\u0259tl\u0259ndirilir.<\/li>\n<li>K \u0259msal\u0131: Bu, bal d\u0259yi\u015fikliyinin miqyas\u0131n\u0131 t\u0259yin ed\u0259n sabitdir. Y\u00fcks\u0259k s\u0259viyy\u0259li turnirl\u0259rd\u0259 daha a\u015fa\u011f\u0131, yeni ba\u015flayanlar \u00fc\u00e7\u00fcn daha y\u00fcks\u0259k ola bil\u0259r.<\/li>\n<li>Yeni bal: K\u00f6hn\u0259 bal + K * (H\u0259qiqi n\u0259tic\u0259 &#8211; G\u00f6zl\u0259nil\u0259n n\u0259tic\u0259) d\u00fcsturu il\u0259 hesablan\u0131r.<\/li>\n<\/ul>\n<h2>G\u00f6zl\u0259nil\u0259n Qollar &#8211; xG Modeli<\/h2>\n<p>G\u00f6zl\u0259nil\u0259n qollar v\u0259 ya q\u0131saca xG (expected Goals), futbol t\u0259hlilind\u0259 son onillikd\u0259 inqilab yaratm\u0131\u015f bir metrikdir. Bu model, bir z\u0259rb\u0259nin qola \u00e7evrilm\u0259 ehtimal\u0131n\u0131 0 il\u0259 1 aras\u0131nda bir r\u0259q\u0259ml\u0259 ifad\u0259 edir. Hesablama zaman\u0131 z\u0259rb\u0259nin m\u0259saf\u0259si, buca\u011f\u0131, z\u0259rb\u0259 n\u00f6v\u00fc (ba\u015fla, ayaqla), qar\u015f\u0131l\u0131ql\u0131 v\u0259ziyy\u0259t ve h\u00fccumun s\u00fcr\u0259ti kimi minl\u0259rl\u0259 ke\u00e7mi\u015f mat\u00e7 m\u0259lumat\u0131na \u0259saslanan amill\u0259r n\u0259z\u0259r\u0259 al\u0131n\u0131r. xG-nin \u0259sas m\u0259qs\u0259di, mat\u00e7\u0131n taleyini t\u0259sad\u00fcfl\u0259rd\u0259n as\u0131l\u0131 olmayaraq, yarad\u0131lan f\u00fcrs\u0259tl\u0259rin keyfiyy\u0259tini \u00f6l\u00e7m\u0259kdir.<\/p>\n<p>Azerbaycan Premyer Liqas\u0131nda da xG metrikas\u0131 getdikc\u0259 daha \u00e7ox t\u0259hlil materiallar\u0131nda istifad\u0259 olunur. Yerli komandalar\u0131n oyun t\u0259hlili aparark\u0259n, t\u0259kc\u0259 vurulan ve burax\u0131lan qollar\u0131 deyil, h\u0259m d\u0259 yarad\u0131lan f\u00fcrs\u0259tl\u0259rin keyfiyy\u0259tini qiym\u0259tl\u0259ndirm\u0259k \u00fc\u00e7\u00fcn bu metrikadan istifad\u0259 edil\u0259 bil\u0259r. Bu, m\u0259\u015fq\u00e7il\u0259r\u0259 oyunun effektivliyini daha d\u0259qiq qiym\u0259tl\u0259ndirm\u0259y\u0259 ve taktiki d\u0259yi\u015fiklikl\u0259r etm\u0259y\u0259 imkan verir.<\/p>\n<h3>xG-nin Praktik T\u0259tbiqi ve \u015e\u0259rhi<\/h3>\n<p>Bir mat\u00e7da xG c\u0259mi 2.1, dig\u0259r komandan\u0131n xG c\u0259mi is\u0259 0.8 olarsa, bu, \u00fcmumiyy\u0259tl\u0259 birinci komandan\u0131n daha yax\u015f\u0131 f\u00fcrs\u0259tl\u0259r yaratd\u0131\u011f\u0131n\u0131 v\u0259 daha \u00e7ox qol vurma\u011f\u0131 &#8220;h\u00f6rm\u0259t etdiyini&#8221; g\u00f6st\u0259rir. Lakin bu, h\u0259mi\u015f\u0259 q\u0259l\u0259b\u0259 dem\u0259k deyil; qap\u0131\u00e7\u0131n\u0131n m\u00f6ht\u0259\u015f\u0259m \u00e7\u0131x\u0131\u015flar\u0131, d\u0259qiq z\u0259rb\u0259l\u0259rin dir\u0259kd\u0259n qay\u0131tmas\u0131 v\u0259 ya oyun\u00e7ular\u0131n s\u0259m\u0259r\u0259sizliyi n\u0259tic\u0259ni d\u0259yi\u015f\u0259 bil\u0259r. Buna g\u00f6r\u0259 d\u0259 xG, q\u0131sa m\u00fcdd\u0259tli bir mat\u00e7da deyil, uzun bir m\u00f6vs\u00fcm \u0259rzind\u0259 daha etibarl\u0131 bir g\u00f6st\u0259ricidir. Y\u00fcks\u0259k xG yaradan, amma az qol vuran komanda texniki probleml\u0259r ya\u015fay\u0131r, a\u015fa\u011f\u0131 xG il\u0259 \u00e7ox qol vuran komanda is\u0259 ya \u00e7ox s\u0259m\u0259r\u0259li, ya da b\u0259xti g\u0259tir\u0259n ola bil\u0259r.<\/p>\n<table>\n<thead>\n<tr>\n<th>xG D\u0259y\u0259ri Aral\u0131\u011f\u0131<\/th>\n<th>Z\u0259rb\u0259 Tipi (N\u00fcmun\u0259)<\/th>\n<th>T\u0259xmini Qol Ehtimal\u0131<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>0.9 &#8211; 1.0<\/td>\n<td>Qap\u0131\u00e7\u0131 il\u0259 t\u0259kb\u0259t\u0259k v\u0259ziyy\u0259t, bo\u015f qap\u0131<\/td>\n<td>\u00c7ox y\u00fcks\u0259k (90%-100%)<\/td>\n<\/tr>\n<tr>\n<td>0.3 &#8211; 0.6<\/td>\n<td>C\u0259za meydan\u00e7as\u0131 daxilind\u0259n orta m\u0259saf\u0259li z\u0259rb\u0259<\/td>\n<td>Orta (30%-60%)<\/td>\n<\/tr>\n<tr>\n<td>0.1 &#8211; 0.2<\/td>\n<td>C\u0259za meydan\u00e7as\u0131 xaricind\u0259n s\u0259rb\u0259st vuru\u015f<\/td>\n<td>A\u015fa\u011f\u0131 (10%-20%)<\/td>\n<\/tr>\n<tr>\n<td>0.01 &#8211; 0.05<\/td>\n<td>\u00c7ox uzaq m\u0259saf\u0259d\u0259n, b\u00f6y\u00fck mane\u0259 alt\u0131nda z\u0259rb\u0259<\/td>\n<td>\u00c7ox a\u015fa\u011f\u0131 (1%-5%)<\/td>\n<\/tr>\n<tr>\n<td>0.6 &#8211; 0.8<\/td>\n<td>Yax\u015f\u0131 \u00f6t\u00fcrm\u0259d\u0259n sonra ba\u015fla vurulan yax\u0131n m\u0259saf\u0259li z\u0259rb\u0259<\/td>\n<td>Y\u00fcks\u0259k (60%-80%)<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>Dig\u0259r \u018fh\u0259miyy\u0259tli Keyfiyy\u0259t Metrikleri<\/h2>\n<p>Elo ve xG il\u0259 yana\u015f\u0131, idman t\u0259hlilind\u0259 performans\u0131n m\u00fcxt\u0259lif aspektlerini \u00f6l\u00e7\u0259n bir \u00e7ox ba\u015fqa metrik m\u00f6vcuddur. Bu metrikler komandan\u0131n oyun t\u0259rzini, oyun\u00e7ular\u0131n f\u0259rdi t\u00f6hf\u0259sini ve taktiki uy\u011funlu\u011fu qiym\u0259tl\u0259ndirm\u0259y\u0259 k\u00f6m\u0259k edir. Azerbaycan kontekstind\u0259, bu g\u00f6st\u0259riciler yerli liqan\u0131n statistik x\u00fcsusiyy\u0259tl\u0259rini, komandalar\u0131n g\u00fccl\u00fc ve z\u0259if t\u0259r\u0259fl\u0259rini anlamaq \u00fc\u00e7\u00fcn faydal\u0131 ola bil\u0259r.<\/p>\n<h3>Oyun Qurma ve Topa N\u0259zar\u0259t Metrikleri<\/h3>\n<p>Bu kateqoriya komandan\u0131n oyunu idar\u0259 etm\u0259 qabiliyy\u0259tini \u00f6l\u00e7\u00fcr. \u018fn\u0259n\u0259vi statistikalar, m\u0259s\u0259l\u0259n, topa sahiblik faizi, h\u0259l\u0259 d\u0259 vacib olsa da, daha d\u0259rin m\u0259lumatlar \u00fc\u00e7\u00fcn a\u015fa\u011f\u0131dak\u0131 metrikler\u0259 diqq\u0259t yetirilir:. For background definitions and terminology, refer to <a href=\"https:\/\/www.nfl.com\/\">NFL official site<\/a>.<\/p>\n<ul>\n<li>G\u00f6zl\u0259nil\u0259n K\u00f6m\u0259k (xA &#8211; expected Assists): Bir \u00f6t\u00fcrm\u0259nin qola \u00e7evrilm\u0259 ehtimal\u0131n\u0131 qiym\u0259tl\u0259ndirir ve yarad\u0131c\u0131 oyun\u00e7ular\u0131n h\u0259qiqi t\u00f6hf\u0259sini \u00f6l\u00e7\u00fcr.<\/li>\n<li>Proqressiv \u00d6t\u00fcrm\u0259l\u0259r: Qar\u015f\u0131 komandan\u0131n m\u00fcdafi\u0259 x\u0259ttin\u0259 do\u011fru ir\u0259lil\u0259yi\u015f t\u0259min ed\u0259n \u00f6t\u00fcrm\u0259l\u0259r.<\/li>\n<li>Qar\u015f\u0131 Sah\u0259y\u0259 Daxil Olmalar: Komandan\u0131n h\u00fccum yarada bil\u0259c\u0259yi t\u0259hlik\u0259li zonlara ne\u00e7\u0259 d\u0259f\u0259 daxil oldu\u011funu g\u00f6st\u0259rir.<\/li>\n<li>Pressinq H\u0259r\u0259k\u0259tl\u0259ri (PPDA): R\u0259qibin h\u0259r bir m\u00fcdafi\u0259 \u00f6t\u00fcrm\u0259sini icra etm\u0259sin\u0259 n\u0259 q\u0259d\u0259r mane olundu\u011funu \u00f6l\u00e7\u0259n bir g\u00f6st\u0259ricidir.<\/li>\n<\/ul>\n<h3>M\u00fcdafi\u0259 ve Qap\u0131\u00e7\u0131 Performans Metrikleri<\/h3>\n<p>M\u00fcdafi\u0259ni yaln\u0131z burax\u0131lan qollarla qiym\u0259tl\u0259ndirm\u0259k \u00e7ox vaxt aldat\u0131c\u0131 ola bil\u0259r. Bunun \u0259v\u0259zin\u0259, a\u015fa\u011f\u0131dak\u0131 metrikler daha d\u0259qiq bir \u015f\u0259kil \u00e7\u0259k\u0259 bil\u0259r:<\/p>\n<ul>\n<li>G\u00f6zl\u0259nil\u0259n Burax\u0131lan Qollar (xGA &#8211; expected Goals Against): Komandan\u0131n buraxmas\u0131 g\u00f6zl\u0259nil\u0259n qol say\u0131n\u0131 g\u00f6st\u0259rir ve qap\u0131\u00e7\u0131n\u0131n \u00e7\u0131x\u0131\u015flar\u0131n\u0131n keyfiyy\u0259tini qiym\u0259tl\u0259ndirm\u0259k \u00fc\u00e7\u00fcn \u0259sasd\u0131r.<\/li>\n<li>Xilasetm\u0259l\u0259r (Post-shot xG): Qap\u0131\u00e7\u0131n\u0131n qar\u015f\u0131la\u015fd\u0131\u011f\u0131 z\u0259rb\u0259l\u0259rin xG c\u0259mi il\u0259 burax\u0131lan qollar aras\u0131ndak\u0131 f\u0259rq. M\u00fcsb\u0259t d\u0259y\u0259r qap\u0131\u00e7\u0131n\u0131n ortalamadan yax\u015f\u0131 \u00e7\u0131x\u0131\u015f etdiyini g\u00f6st\u0259rir.<\/li>\n<li>Bloklanm\u0131\u015f Z\u0259rb\u0259l\u0259r ve M\u00fcdaxil\u0259l\u0259r: M\u00fcdafi\u0259 x\u0259ttinin h\u00fccumu ne\u00e7\u0259 d\u0259f\u0259 dayand\u0131rd\u0131\u011f\u0131n\u0131 g\u00f6st\u0259r\u0259n \u0259n\u0259n\u0259vi amill\u0259r.<\/li>\n<\/ul>\n<h2>Metrikleri Nec\u0259 \u015e\u0259rh Etm\u0259k Olar &#8211; Azerbaycan Konteksti<\/h2>\n<p>Statistik metrikleri d\u00fczg\u00fcn \u015f\u0259rh etm\u0259k \u00fc\u00e7\u00fcn onlar\u0131 lokal kontekstd\u0259 &#8211; y\u0259ni Azerbaycan Premyer Liqas\u0131n\u0131n x\u00fcsusiyy\u0259tl\u0259ri daxilind\u0259 n\u0259z\u0259rd\u0259n ke\u00e7irm\u0259k vacibdir. Liqan\u0131n oyun t\u0259rzi, komandalar\u0131n taktiki yana\u015fmalar\u0131, oyun\u00e7ular\u0131n fiziki haz\u0131rl\u0131q s\u0259viyy\u0259si ve h\u0259tta iqlim \u015f\u0259raiti kimi amill\u0259r statistik m\u0259lumatlar\u0131 beyn\u0259lxalq liqalarla birba\u015fa m\u00fcqayis\u0259 etm\u0259yi \u00e7\u0259tinl\u0259\u015fdir\u0259 bil\u0259r.<\/p>\n<p>M\u0259s\u0259l\u0259n, liqada topa sahiblik faizi \u00fcmumiyy\u0259tl\u0259 y\u00fcks\u0259k olan komandalar ola bil\u0259r, lakin bu sahiblik h\u0259mi\u015f\u0259 y\u00fcks\u0259k keyfiyy\u0259tli f\u00fcrs\u0259tl\u0259r (y\u00fcks\u0259k xG) yaratmaqla n\u0259tic\u0259l\u0259nmir. Buna g\u00f6r\u0259 d\u0259, topa sahiblik faizi il\u0259 birlikd\u0259 proqressiv \u00f6t\u00fcrm\u0259l\u0259r ve qar\u015f\u0131 sah\u0259y\u0259 daxil olmalar kimi metrikler\u0259 baxmaq daha faydal\u0131d\u0131r. Eynil\u0259, m\u00fcdafi\u0259ni qiym\u0259tl\u0259ndir\u0259rk\u0259n, sad\u0259c\u0259 burax\u0131lan qollar\u0131 deyil, xGA metrikas\u0131n\u0131 n\u0259z\u0259r\u0259 almaq, komandan\u0131n h\u0259qiq\u0259t\u0259n n\u0259 q\u0259d\u0259r t\u0259hl\u00fck\u0259 buraxd\u0131\u011f\u0131n\u0131 anlama\u011fa k\u00f6m\u0259k ed\u0259r. For background definitions and terminology, refer to <a href=\"https:\/\/en.wikipedia.org\/wiki\/Video_assistant_referee\">VAR explained<\/a>.<\/p>\n<h3>Uzunm\u00fcdd\u0259tli Trendleri M\u00fc\u015fahid\u0259 Etm\u0259k<\/h3>\n<p>H\u0259r hans\u0131 bir keyfiyy\u0259t metrikinin \u0259n d\u0259y\u0259rli t\u0259r\u0259fi onun zamanla d\u0259yi\u015fm\u0259sini izl\u0259m\u0259kdir. Bir komandan\u0131n Elo reytinqinin bir ne\u00e7\u0259 ay \u0259rzind\u0259 sabit \u015f\u0259kild\u0259 y\u00fcks\u0259lm\u0259si, onun davaml\u0131 inki\u015faf etdiyini g\u00f6st\u0259r\u0259 bil\u0259r. Eyni \u015f\u0259kild\u0259, bir komandan\u0131n orta xG-nin bir ne\u00e7\u0259 tur \u0259rzind\u0259 azalmas\u0131, h\u00fccumda yarad\u0131c\u0131l\u0131q probleml\u0259ri oldu\u011funa i\u015far\u0259 ed\u0259 bil\u0259r. Azerbaycan klublar\u0131 beyn\u0259lxalq turnirl\u0259rd\u0259 i\u015ftirak ed\u0259rk\u0259n, bu metrikler onlar\u0131n r\u0259qibl\u0259ri qar\u015f\u0131s\u0131nda g\u00fccl\u00fc ve z\u0259if t\u0259r\u0259fl\u0259rini m\u00fc\u0259yy\u0259n etm\u0259k \u00fc\u00e7\u00fcn x\u00fcsusil\u0259 faydal\u0131 ola bil\u0259r.<\/p>\n<h2>Texnologiya ve G\u0259l\u0259c\u0259k \u0130nki\u015faflar<\/h2>\n<p>Idman t\u0259hlilind\u0259 metriklerin inki\u015faf\u0131<\/p>\n<p>Bu sah\u0259d\u0259ki texnologiya tez inki\u015faf edir. Oyun m\u0259lumatlar\u0131n\u0131n toplanmas\u0131 art\u0131q video analiz ve sensor texnologiyalar\u0131 il\u0259 daha d\u0259qiq hala g\u0259lir. G\u0259l\u0259c\u0259kd\u0259, s\u00fcni intellekt ve ma\u015f\u0131n \u00f6yr\u0259nm\u0259si daha m\u00fcr\u0259kk\u0259b proqnoz modell\u0259ri yaratmaq \u00fc\u00e7\u00fcn bu geni\u015f veril\u0259nl\u0259r bazas\u0131ndan istifad\u0259 ed\u0259 bil\u0259r. Bu, t\u0259kc\u0259 n\u0259tic\u0259l\u0259ri proqnozla\u015fd\u0131rmaqda deyil, h\u0259m d\u0259 oyun\u00e7ular\u0131n performans potensial\u0131n\u0131 v\u0259 yaralanma riskl\u0259rini qiym\u0259tl\u0259ndirm\u0259kd\u0259 k\u00f6m\u0259k ed\u0259 bil\u0259r.<\/p>\n<p>Azerbaycan futbolunda bu texnologiyalar\u0131n t\u0259dric\u0259n t\u0259tbiqi, klublar\u0131n haz\u0131rl\u0131q prosesl\u0259rini optimalla\u015fd\u0131ra v\u0259 g\u0259nc istedadlar\u0131n a\u015fkar edilm\u0259sini sisteml\u0259\u015fdir\u0259 bil\u0259r. Lakin, texniki al\u0259tl\u0259rin insan m\u00fchakim\u0259si v\u0259 m\u0259\u015fq\u00e7ilik t\u0259cr\u00fcb\u0259si il\u0259 tarazl\u0131qda istifad\u0259 edilm\u0259si \u0259sas qal\u0131r.<\/p>\n<p>Statistik t\u0259hlil futbol haqq\u0131nda d\u00fc\u015f\u00fcnm\u0259k \u00fc\u00e7\u00fcn yeni bir lisan t\u0259qdim edir. O, emosional v\u0259 subyektiv m\u00fc\u015fahid\u0259l\u0259ri r\u0259q\u0259msal d\u0259qiqlikl\u0259 tamamlayaraq, oyunun daha dol\u011fun \u015f\u0259kild\u0259 ba\u015fa d\u00fc\u015f\u00fclm\u0259sin\u0259 imkan yarad\u0131r. Azerbaycan futbolunun bu yana\u015fman\u0131 \u00f6z kontekstin\u0259 uy\u011funla\u015fd\u0131rmas\u0131, onun milli v\u0259 beyn\u0259lxalq s\u0259viyy\u0259d\u0259 inki\u015faf\u0131na d\u0259y\u0259rli t\u00f6hf\u0259l\u0259r ver\u0259c\u0259kdir.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Elo, xG ve Keyfiyyet Metrikleri &#8211; Azerbaycanda Reytinq Sistemleri Idman T\u0259hlilind\u0259 Reytinq Sistemleri &#8211; Elo, xG ve Metriklerin Izah\u0131 Idman dunyas\u0131nda komandalar\u0131n ve oyun\u00e7ular\u0131n performans\u0131n\u0131 qiymetl\u0259ndirmek \u00fc\u00e7\u00fcn m\u00fcxt\u0259lif riyazi modeller ve statistik g\u00f6st\u0259riciler istifad\u0259 olunur. Bu metrikler t\u0259kc\u0259 n\u0259tic\u0259l\u0259ri qeyd etm\u0259k deyil, h\u0259m d\u0259 performans\u0131n d\u0259rin keyfiyy\u0259tini, inki\u015faf meyllerini ve g\u0259l\u0259c\u0259k n\u0259tic\u0259l\u0259ri proqnozla\u015fd\u0131rmaq \u00fc\u00e7\u00fcn vacibdir. [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"","_et_pb_old_content":"","_et_gb_content_width":"","pmpro_default_level":0,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-1046","post","type-post","status-publish","format-standard","hentry","category-uncategorized","pmpro-has-access"],"_links":{"self":[{"href":"https:\/\/demo.webknitter.in\/centafsalumni\/wp-json\/wp\/v2\/posts\/1046","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/demo.webknitter.in\/centafsalumni\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/demo.webknitter.in\/centafsalumni\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/demo.webknitter.in\/centafsalumni\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/demo.webknitter.in\/centafsalumni\/wp-json\/wp\/v2\/comments?post=1046"}],"version-history":[{"count":2,"href":"https:\/\/demo.webknitter.in\/centafsalumni\/wp-json\/wp\/v2\/posts\/1046\/revisions"}],"predecessor-version":[{"id":4908,"href":"https:\/\/demo.webknitter.in\/centafsalumni\/wp-json\/wp\/v2\/posts\/1046\/revisions\/4908"}],"wp:attachment":[{"href":"https:\/\/demo.webknitter.in\/centafsalumni\/wp-json\/wp\/v2\/media?parent=1046"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/demo.webknitter.in\/centafsalumni\/wp-json\/wp\/v2\/categories?post=1046"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/demo.webknitter.in\/centafsalumni\/wp-json\/wp\/v2\/tags?post=1046"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}