{"id":59290,"date":"2026-03-15T08:43:22","date_gmt":"2026-03-15T08:43:22","guid":{"rendered":"https:\/\/www.newswertia.com\/certificates\/?p=59290"},"modified":"2026-03-09T18:34:41","modified_gmt":"2026-03-09T18:34:41","slug":"idmancilarin-biometrik-sirlri-verilnlrl-daha-guclu-performans","status":"publish","type":"post","link":"http:\/\/www.newswertia.com\/certificates\/idmancilarin-biometrik-sirlri-verilnlrl-daha-guclu-performans\/","title":{"rendered":"\u0130dman\u00e7\u0131lar\u0131n Biometrik Sirl\u0259ri: Veril\u0259nl\u0259rl\u0259 Daha G\u00fccl\u00fc Performans"},"content":{"rendered":"\u0130dman\u00e7\u0131lar\u0131n Biometrik Sirl\u0259ri: Veril\u0259nl\u0259rl\u0259 Daha G\u00fccl\u00fc Performans<\/title><\/p>\n<h1>Az\u0259rbaycanda \u0130dman Performans\u0131n\u0131n Biometrik Analizi – Sensorlar, Elmi v\u0259 Etika<\/h1>\n<p>Az\u0259rbaycan idman\u0131n\u0131n m\u00fcasir m\u0259rh\u0259l\u0259sind\u0259 y\u00fcks\u0259k n\u0259tic\u0259l\u0259r\u0259 \u00e7atmaq \u00fc\u00e7\u00fcn t\u0259lim metodlar\u0131 fundamental d\u0259yi\u015fiklikl\u0259r ya\u015fay\u0131r. Art\u0131q sad\u0259 m\u00fc\u015fahid\u0259 v\u0259 subyektiv qiym\u0259tl\u0259ndirm\u0259l\u0259r \u0259v\u0259zin\u0259, idman\u00e7\u0131lar\u0131n orqanizml\u0259rind\u0259n toplanan d\u0259qiq biometrik m\u0259lumatlar q\u0259rarlar\u0131n \u0259sas\u0131n\u0131 t\u0259\u015fkil edir. Bu yana\u015fma idman\u00e7\u0131lar\u0131n fiziki haz\u0131rl\u0131\u011f\u0131n\u0131, texnikas\u0131n\u0131 v\u0259 b\u0259rpa prosesl\u0259rini yeni s\u0259viyy\u0259y\u0259 qald\u0131r\u0131r, eyni zamanda veril\u0259nl\u0259r elmi, sensor texnologiyalar\u0131 v\u0259 etik normalar\u0131n k\u0259si\u015fdiyi m\u00fcr\u0259kk\u0259b bir sah\u0259ni formala\u015fd\u0131r\u0131r. Az\u0259rbaycanda bu istiqam\u0259td\u0259 apar\u0131lan i\u015fl\u0259r, o c\u00fcml\u0259d\u0259n milli komandalar v\u0259 klub s\u0259viyy\u0259sind\u0259ki t\u0259cr\u00fcb\u0259l\u0259r, \u00f6lk\u0259nin idman elmin\u0259 inteqrasiyas\u0131n\u0131n geni\u015fl\u0259n\u0259n h\u0259cmini g\u00f6st\u0259rir. Bu proses t\u0259kc\u0259 bir q\u0259l\u0259b\u0259 deyil, h\u0259m d\u0259 idman\u00e7\u0131n\u0131n sa\u011flaml\u0131\u011f\u0131 v\u0259 uzunm\u00fcdd\u0259tli karyeras\u0131 \u00fc\u00e7\u00fcn m\u0259suliyy\u0259tli bir yana\u015fman\u0131n t\u0259tbiqi kimi qiym\u0259tl\u0259ndirilir. M\u0259lumat b\u00f6lm\u0259si (“\u0259sas detallar”) – <a href=\"https:\/\/az-com.top\/\">1 win<\/a>.<\/p>\n<h2>Biometrik M\u0259lumat Toplama Texnologiyalar\u0131n\u0131n \u0130nki\u015faf\u0131<\/h2>\n<p>Son onillikd\u0259 sensor texnologiyalar\u0131ndak\u0131 ir\u0259lil\u0259yi\u015fl\u0259r idman\u00e7\u0131lar\u0131n h\u0259r\u0259k\u0259tini v\u0259 fizioloji v\u0259ziyy\u0259tini real vaxt rejimind\u0259 izl\u0259m\u0259y\u0259 imkan verdi. Bu cihazlar art\u0131q yaln\u0131z \u00fcr\u0259k d\u0259r\u0259c\u0259si monitorlar\u0131 il\u0259 m\u0259hdudla\u015fm\u0131r. M\u00fcasir sisteml\u0259r idman\u00e7\u0131n\u0131n b\u0259d\u0259nind\u0259 v\u0259 ya geyimind\u0259 qura\u015fd\u0131r\u0131lan, mikroelektromexaniki sisteml\u0259r \u0259sas\u0131nda i\u015fl\u0259y\u0259n ki\u00e7ik, lakin g\u00fccl\u00fc sensorlardan istifad\u0259 edir. Bu sensorlar geni\u015f spektrli m\u0259lumat y\u0131\u011f\u0131r, m\u0259s\u0259l\u0259n, \u0259z\u0259l\u0259 f\u0259aliyy\u0259tini (EMG), beyin dal\u011falar\u0131n\u0131 (EEG), b\u0259d\u0259n temperaturunu, t\u0259zyiqi, hidrasiya s\u0259viyy\u0259sini v\u0259 h\u0259tta g\u00f6z h\u0259r\u0259k\u0259tl\u0259rini qeydiyyata ala bilir. Az\u0259rbaycanda bu texnologiyalar\u0131n t\u0259tbiqi ilk n\u00f6vb\u0259d\u0259 Olimpiya haz\u0131rl\u0131q m\u0259rk\u0259zl\u0259rind\u0259, el\u0259c\u0259 d\u0259 futbol, g\u00fcl\u0259\u015f, c\u00fcdo, boks kimi \u0259n\u0259n\u0259vi olaraq g\u00fccl\u00fc oldu\u011fumuz idman n\u00f6vl\u0259rinin y\u0131\u011fma komandalar\u0131nda aktiv \u015f\u0259kild\u0259 h\u0259yata ke\u00e7irilir. M\u0259hz bu c\u00fcr texnologiyalar\u0131n t\u0259tbiqi idman\u00e7\u0131lar\u0131n h\u0259ddind\u0259n art\u0131q y\u00fckl\u0259nm\u0259d\u0259n qorunmas\u0131 v\u0259 optimal performans g\u00f6st\u0259ricil\u0259rin\u0259 \u00e7atmas\u0131 \u00fc\u00e7\u00fcn vacibdir, bu da uzunm\u00fcdd\u0259tli karyera perspektivl\u0259rini birba\u015fa t\u0259sir edir.<\/p>\n<h3>Sensorlar\u0131n N\u00f6vl\u0259ri v\u0259 Funksional Imkanlar\u0131<\/h3>\n<p>\u0130dman praktikas\u0131nda istifad\u0259 olunan sensorlar\u0131 \u0259sas\u0259n iki kateqoriyaya b\u00f6lm\u0259k olar: daxili (inqilab edilmi\u015f) v\u0259 xarici. H\u0259r birinin \u00f6z \u00fcst\u00fcnl\u00fckl\u0259ri v\u0259 t\u0259tbiq spesifikas\u0131 var. Daxili sensorlar ad\u0259t\u0259n udula bil\u0259n kapsulalar \u015f\u0259klind\u0259 olur v\u0259 m\u0259d\u0259-ba\u011f\u0131rsaq trakt\u0131ndan ke\u00e7\u0259rk\u0259n daxili b\u0259d\u0259n temperaturunu, pH s\u0259viyy\u0259sini v\u0259 h\u0259tta daxili t\u0259zyiqi \u00f6l\u00e7\u00fcr. Bu, x\u00fcsusil\u0259 marafon\u00e7ular v\u0259 triatlon\u00e7ular kimi ekstremal \u015f\u0259raitd\u0259 yar\u0131\u015fan idman\u00e7\u0131lar \u00fc\u00e7\u00fcn d\u0259y\u0259rlidir. Xarici sensorlar is\u0259 daha geni\u015f yay\u0131l\u0131b v\u0259 bir \u00e7ox idman n\u00f6v\u00fc \u00fc\u00e7\u00fcn \u0259l\u00e7atand\u0131r.<\/p>\n<ul>\n<li>Akselemetrl\u0259r v\u0259 giroskoplar: Bu sensorlar b\u0259d\u0259nin v\u0259 ya \u0259zalar\u0131n s\u00fcr\u0259tl\u0259nm\u0259sini, y\u00f6n\u00fcml\u0259nm\u0259sini v\u0259 bucaq s\u00fcr\u0259tini \u00f6l\u00e7\u00fcr. Onlar futbol\u00e7unun qa\u00e7\u0131\u015f s\u00fcr\u0259tini, tullanman\u0131n h\u00fcnd\u00fcrl\u00fcy\u00fcn\u00fc v\u0259 ya g\u00fcl\u0259\u015f\u00e7inin h\u0259r\u0259k\u0259tinin dinamikas\u0131n\u0131 t\u0259hlil etm\u0259k \u00fc\u00e7\u00fcn \u0259sas vasit\u0259dir.<\/li>\n<li>Elektromiyoqrafiya (EMG) sensorlar\u0131: D\u0259rid\u0259n v\u0259 ya d\u0259rin\u0259 qura\u015fd\u0131r\u0131lan bu sensorlar \u0259z\u0259l\u0259 lifl\u0259rinin elektrik f\u0259aliyy\u0259tini qeyd edir, \u0259z\u0259l\u0259nin aktivasiya vaxt\u0131n\u0131, yor\u011funluq d\u0259r\u0259c\u0259sini v\u0259 simmetriyan\u0131 qiym\u0259tl\u0259ndirm\u0259y\u0259 k\u00f6m\u0259k edir. Bu, c\u00fcdo\u00e7u v\u0259 ya boks\u00e7unun z\u0259rb\u0259 texnikas\u0131n\u0131n effektivliyini t\u0259kmill\u0259\u015fdirm\u0259k \u00fc\u00e7\u00fcn \u00e7ox \u0259h\u0259miyy\u0259tlidir.<\/li>\n<li>Termal kameralar v\u0259 sensorlar: B\u0259d\u0259nin m\u00fcxt\u0259lif nahiy\u0259l\u0259rind\u0259 istilik paylanmas\u0131n\u0131 izl\u0259y\u0259r\u0259k, iltihabi prosesl\u0259rin erk\u0259n \u0259lam\u0259tl\u0259rini v\u0259 ya h\u0259ddind\u0259n art\u0131q y\u00fckl\u0259nm\u0259 riskini m\u00fc\u0259yy\u0259n ed\u0259 bil\u0259r.<\/li>\n<li>Qeyri-invaziv ql\u00fckoza monitorlar\u0131: T\u0259r vasit\u0259sil\u0259 qanda ql\u00fckoza s\u0259viyy\u0259sini t\u0259xmini qiym\u0259tl\u0259ndir\u0259n texnologiyalar enerji idar\u0259etm\u0259si strategiyalar\u0131n\u0131 optimalla\u015fd\u0131rmaqda inqilab ed\u0259 bil\u0259r.<\/li>\n<li>GPS v\u0259 GNSS modullar\u0131: X\u00fcsusil\u0259 komanda idman n\u00f6vl\u0259rind\u0259 v\u0259 y\u00fcng\u00fcl atletikada idman\u00e7\u0131n\u0131n meydan \u00fczr\u0259 h\u0259r\u0259k\u0259t trayektoriyas\u0131n\u0131, s\u00fcr\u0259tini v\u0259 m\u0259saf\u0259sini d\u0259qiq \u00f6l\u00e7\u00fcr.<\/li>\n<li>Optik faza \u00f6l\u00e7m\u0259 sensorlar\u0131: Ad\u0259t\u0259n laboratoriya \u015f\u0259raitind\u0259 istifad\u0259 olunaraq, h\u0259r\u0259k\u0259tin \u00fc\u00e7\u00f6l\u00e7\u00fcl\u00fc biomexaniki modelini qurma\u011fa imkan verir.<\/li>\n<\/ul>\n<h2>Veril\u0259nl\u0259r Elmi v\u0259 Performans Analitikas\u0131<\/h2>\n<p>Sensorlardan toplanan xam m\u0259lumatlar \u00f6zl\u00fcy\u00fcnd\u0259 d\u0259y\u0259rli deyil. Onlar\u0131n d\u0259y\u0259ri m\u0259hz emal, t\u0259hlil v\u0259 \u015f\u0259rh prosesind\u0259 ortaya \u00e7\u0131x\u0131r. Burada veril\u0259nl\u0259r elmi (data science) v\u0259 x\u00fcsusil\u0259 ma\u015f\u0131n \u00f6yr\u0259nm\u0259si (machine learning) alqoritml\u0259ri \u00f6n plana ke\u00e7ir. Bu alqoritml\u0259r b\u00f6y\u00fck h\u0259cmd\u0259 biometrik m\u0259lumatlar\u0131 emal ed\u0259r\u0259k, insan m\u00fc\u015fahid\u0259si il\u0259 a\u015fkar edilm\u0259si \u00e7\u0259tin olan n\u00fcmun\u0259l\u0259ri v\u0259 korrelyasiyalar\u0131 m\u00fc\u0259yy\u0259n edir. M\u0259s\u0259l\u0259n, \u00fcr\u0259k d\u0259r\u0259c\u0259si d\u0259yi\u015fk\u0259nliyinin (HRV) m\u00fc\u0259yy\u0259n bir n\u00fcmun\u0259si idman\u00e7\u0131n\u0131n \u00fcmumi stress s\u0259viyy\u0259si v\u0259 b\u0259rpa v\u0259ziyy\u0259ti haqq\u0131nda m\u0259lumat ver\u0259 bil\u0259r. Az\u0259rbaycan idman institutlar\u0131 v\u0259 t\u0259dqiqat m\u0259rk\u0259zl\u0259ri bu istiqam\u0259td\u0259 beyn\u0259lxalq t\u0259cr\u00fcb\u0259 il\u0259 sinxron i\u015fl\u0259yir, \u00f6z analitik modell\u0259rini yarad\u0131r. Bu modell\u0259rin k\u00f6m\u0259yi il\u0259 m\u0259\u015fq y\u00fckl\u0259rinin f\u0259rdil\u0259\u015fdirilm\u0259si, yaralanma riskinin proqnozla\u015fd\u0131r\u0131lmas\u0131 v\u0259 h\u0259tta r\u0259qibin strategiyas\u0131n\u0131n t\u0259hlili m\u00fcmk\u00fcn olur. Bu yana\u015fma idman\u00e7\u0131ya v\u0259 m\u0259\u015fq\u00e7iy\u0259 daha obyektiv v\u0259 s\u00fcbuta \u0259saslanan q\u0259rarlar q\u0259bul etm\u0259k imkan\u0131 yarad\u0131r, bu da n\u0259tic\u0259d\u0259 yar\u0131\u015f n\u0259tic\u0259l\u0259rin\u0259 birba\u015fa t\u0259sir g\u00f6st\u0259rir.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.thenationalnews.com\/resizer\/v2\/I4EYVPATWHDEDGUGHADITTPHDY.jpg?auth=77af29bfe703e77591764be770bd3330751fce9a691e65cc1fb3f928f94565c4\" alt=\"1 win\" loading=\"lazy\"><\/p>\n<p>M\u0259lumatlar\u0131n t\u0259hlili zaman\u0131 \u0259sas diqq\u0259t bir ne\u00e7\u0259 \u0259sas istiqam\u0259t\u0259 y\u00f6n\u0259ldilir. Birincisi, performans\u0131n optimalla\u015fd\u0131r\u0131lmas\u0131: idman\u00e7\u0131n\u0131n h\u0259r\u0259k\u0259tinin biomexaniki t\u0259hlili onun texnikas\u0131nda s\u0259m\u0259r\u0259sizlikl\u0259ri a\u015fkar etm\u0259y\u0259 v\u0259 onlar\u0131 aradan qald\u0131rmaq \u00fc\u00e7\u00fcn konkret m\u0259\u015fql\u0259r t\u0259klif etm\u0259y\u0259 k\u00f6m\u0259k edir. \u0130kincisi, yor\u011funlu\u011fun monitorinqi: m\u00fcxt\u0259lif biometrik g\u00f6st\u0259ricil\u0259rin (m\u0259s\u0259l\u0259n, laktat s\u0259viyy\u0259si, \u0259z\u0259l\u0259 f\u0259aliyy\u0259ti) birl\u0259\u015fm\u0259si idman\u00e7\u0131n\u0131n yor\u011funluq h\u0259ddin\u0259 yax\u0131nla\u015fd\u0131\u011f\u0131n\u0131 g\u00f6st\u0259r\u0259 bil\u0259r, bu da vaxt\u0131nda m\u00fcdaxil\u0259 v\u0259 y\u00fck\u00fcn azald\u0131lmas\u0131 il\u0259 h\u0259ddind\u0259n art\u0131q y\u00fckl\u0259nm\u0259 v\u0259 yaralanman\u0131n qar\u015f\u0131s\u0131n\u0131 al\u0131r. \u00dc\u00e7\u00fcnc\u00fcs\u00fc, b\u0259rpa prosesl\u0259rinin idar\u0259 edilm\u0259si: yuxunun keyfiyy\u0259ti, \u00fcr\u0259k d\u0259r\u0259c\u0259si v\u0259 vegetativ sinir sisteminin v\u0259ziyy\u0259ti haqq\u0131nda m\u0259lumatlar idman\u00e7\u0131n\u0131n b\u0259d\u0259ninin m\u0259\u015fq y\u00fckl\u0259rind\u0259n sonra n\u0259 q\u0259d\u0259r effektiv b\u0259rpa etdiyini qiym\u0259tl\u0259ndirm\u0259y\u0259 imkan verir. Bu, m\u0259\u015fq plan\u0131n\u0131n dinamik \u015f\u0259kild\u0259 d\u00fcz\u0259ldilm\u0259si \u00fc\u00e7\u00fcn \u0259sasd\u0131r.<\/p>\n<h3>Analitik Modell\u0259rin Praktik T\u0259tbiqi<\/h3>\n<p>Praktikada bu modell\u0259r nec\u0259 i\u015fl\u0259yir? T\u0259s\u0259vv\u00fcr edin ki, Az\u0259rbaycan y\u0131\u011fmas\u0131n\u0131n g\u0259nc futbol\u00e7usu m\u0259\u015fq zaman\u0131 sensorlarla t\u0259chiz olunub. Onun qa\u00e7\u0131\u015f s\u00fcr\u0259ti, s\u00fcr\u0259tl\u0259nm\u0259si, \u00fcr\u0259k d\u0259r\u0259c\u0259si v\u0259 h\u0259tta ayaq il\u0259 z\u0259rb\u0259 texnikas\u0131 haqq\u0131nda m\u0259lumatlar real vaxt rejimind\u0259 m\u0259\u015fq\u00e7inin plan\u015fetin\u0259 \u00f6t\u00fcr\u00fcl\u00fcr. Ma\u015f\u0131n \u00f6yr\u0259nm\u0259 modeli bu m\u0259lumatlar\u0131 idman\u00e7\u0131n\u0131n \u0259vv\u0259lki performans\u0131 v\u0259 komandan\u0131n orta g\u00f6st\u0259ricil\u0259ri il\u0259 m\u00fcqayis\u0259 edir. Model, m\u0259s\u0259l\u0259n, idman\u00e7\u0131n\u0131n sol aya\u011f\u0131 il\u0259 z\u0259rb\u0259 zaman\u0131 sa\u011f aya\u011f\u0131na nisb\u0259t\u0259n m\u00fc\u0259yy\u0259n bir \u0259z\u0259l\u0259 qrupunun daha gec aktivl\u0259\u015fdiyini a\u015fkar ed\u0259 bil\u0259r. Bu, asimmetriyan\u0131 aradan qald\u0131rmaq \u00fc\u00e7\u00fcn h\u0259d\u0259fl\u0259nmi\u015f m\u0259\u015fq proqram\u0131n\u0131n t\u0259rtib edilm\u0259si \u00fc\u00e7\u00fcn \u0259sas ola bil\u0259r. Eyni zamanda, \u00fcr\u0259k d\u0259r\u0259c\u0259sinin m\u0259\u015fq sonras\u0131 b\u0259rpa dinamikas\u0131n\u0131n normadan yava\u015f olmas\u0131, b\u0259d\u0259nin stress v\u0259ziyy\u0259tind\u0259 oldu\u011funu v\u0259 n\u00f6vb\u0259ti m\u0259\u015fqd\u0259 y\u00fck\u00fcn azald\u0131lmas\u0131n\u0131n z\u0259ruri oldu\u011funu g\u00f6st\u0259r\u0259 bil\u0259r. Bel\u0259likl\u0259, m\u0259\u015fq prosesi t\u0259xminl\u0259r\u0259 deyil, d\u0259qiq \u00f6l\u00e7\u00fcl\u0259n fizioloji reaksiyalara \u0259saslan\u0131r.<\/p>\n<table>\n<thead>\n<tr>\n<th>Analiz N\u00f6v\u00fc<\/th>\n<th>Toplanan \u018fsas M\u0259lumatlar<\/th>\n<th>M\u0259qs\u0259d v\u0259 Fayda<\/th>\n<th>Az\u0259rbaycanda T\u0259tbiq Oluna Bil\u0259c\u0259yi \u0130dman N\u00f6vl\u0259ri<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Biomexaniki T\u0259hlil<\/td>\n<td>Bucaq s\u00fcr\u0259ti, s\u00fcr\u0259tl\u0259nm\u0259, q\u00fcvv\u0259 t\u0259siri, \u0259z\u0259l\u0259 aktivasiyas\u0131 (EMG)<\/td>\n<td>Texnikan\u0131 t\u0259kmill\u0259\u015fdirm\u0259k, enerji s\u0259rfiyyat\u0131n\u0131 optimalla\u015fd\u0131rmaq, yaralanma riskli h\u0259r\u0259k\u0259t n\u00fcmun\u0259l\u0259rini a\u015fkar etm\u0259k.<\/td>\n<td>G\u00fcl\u0259\u015f, c\u00fcdo, a\u011f\u0131r atletika, gimnastika, y\u00fcng\u00fcl atletika (tullanma, atma).<\/td>\n<\/tr>\n<tr>\n<td>Metabolik Monitorinq<\/td>\n<td>\u00dcr\u0259k d\u0259r\u0259c\u0259si, qanda laktat, t\u0259n\u0259ff\u00fcs tezliyi, oksigen istehlak\u0131 (VO2 max)<\/td>\n<td>M\u0259\u015fq intensivliyini idar\u0259 etm\u0259k, aerob v\u0259 anaerob haz\u0131rl\u0131\u011f\u0131 qiym\u0259tl\u0259ndirm\u0259k, enerji m\u0259nb\u0259l\u0259rind\u0259n istifad\u0259ni optimalla\u015fd\u0131rmaq.<\/td>\n<td>Futbol, qay\u0131q idman\u0131, \u00fczg\u00fc\u00e7\u00fcl\u00fck, marafon, velosiped idman\u0131.<\/td>\n<\/tr>\n<tr>\n<td>B\u0259rpa v\u0259 Stress Qiym\u0259tl\u0259ndirm\u0259si<\/td>\n<td>\u00dcr\u0259k d\u0259r\u0259c\u0259si d\u0259yi\u015fk\u0259nliyi (HRV), yuxunun keyfiyy\u0259ti v\u0259 m\u00fcdd\u0259ti (aktiqrafiya), kortizol s\u0259viyy\u0259si (t\u00fck\/sa\u00e7 n\u00fcmun\u0259sind\u0259n)<\/td>\n<td>\u0130dman\u00e7\u0131n\u0131n \u00fcmumi stress s\u0259viyy\u0259sini v\u0259 b\u0259rpa v\u0259ziyy\u0259tini m\u00fc\u0259yy\u0259n etm\u0259k, m\u0259\u015fq plan\u0131n\u0131 adaptasiya etm\u0259k, h\u0259ddind\u0259n art\u0131q m\u0259\u015fq sindromunun qar\u015f\u0131s\u0131n\u0131 almaq.<\/td>\n<td>B\u00fct\u00fcn y\u00fcks\u0259k performansl\u0131 idman n\u00f6vl\u0259ri, x\u00fcsusil\u0259 m\u00f6vs\u00fcm \u0259rzind\u0259 \u00e7oxsayl\u0131 yar\u0131\u015flar olanlar.<\/td>\n<\/tr>\n<tr>\n<td>Kognitiv v\u0259 Reaksiya T\u0259hlili<\/td>\n<td>G\u00f6z h\u0259r\u0259k\u0259tl\u0259ri (eye-tracking), reaksiya vaxt\u0131, q\u0259rar q\u0259bulu m\u0259lumatlar\u0131 (sad\u0259l\u0259\u015fdirilmi\u015f testl\u0259rl\u0259)<\/td>\n<td>Diqq\u0259t, g\u00f6zl\u0259m\u0259 v\u0259 s\u00fcr\u0259tli q\u0259rar q\u0259bulu bacar\u0131qlar\u0131n\u0131 qiym\u0259tl\u0259ndirm\u0259k v\u0259 inki\u015faf etdirm\u0259k.<\/td>\n<td>Boks, idman at\u0131c\u0131l\u0131\u011f\u0131, tennis, komanda idman n\u00f6vl\u0259ri (futbol, voleybol).<\/td>\n<\/tr>\n<tr>\n<td>M\u00fchit\u0259 Uy\u011funla\u015fma Monitorinqi<\/td>\n<td>B\u0259d\u0259n temperaturu, hidrasiya s\u0259viyy\u0259si, istilik stress indeksi<\/td>\n<td>\u0130sti v\u0259 r\u00fctub\u0259tli \u015f\u0259raitd\u0259 (v\u0259 ya soyuqda) t\u0259hl\u00fck\u0259siz performans\u0131 t\u0259min etm\u0259k, dehidratasiyan\u0131n qar\u015f\u0131s\u0131n\u0131 almaq.<\/td>\n<td>Futbol (yay t\u0259lim d\u00fc\u015f\u0259rg\u0259l\u0259ri), marafon, avtomobil idman\u0131.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>Etik M\u0259s\u0259l\u0259l\u0259r v\u0259 M\u0259lumatlar\u0131n M\u0259xfiliyi<\/h2>\n<p>Biometrik m\u0259lumatlar\u0131n toplanmas\u0131 v\u0259 t\u0259hlili il\u0259 yana\u015f\u0131, bu proses ciddi etik probleml\u0259r d\u0259 yarad\u0131r. \u0130dman\u00e7\u0131n\u0131n fiz. M\u00f6vzu \u00fczr\u0259 \u00fcmumi kontekst \u00fc\u00e7\u00fcn <a href=\"https:\/\/en.wikipedia.org\/wiki\/Sports_analytics\">sports analytics overview<\/a> m\u0259nb\u0259sin\u0259 baxa bil\u0259rsiniz.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/media.formula1.com\/image\/upload\/t_16by9Centre\/c_lfill,w_3392\/q_auto\/v1740000000\/content\/dam\/fom-website\/2018-redesign-assets\/Racehub header images 16x9\/Azerbaijan.webp\" alt=\"1 win\" loading=\"lazy\"><\/p>\n<p>v\u0259 fizioloji m\u0259lumatlar\u0131n\u0131n m\u0259xfiliyi \u0259sas narahatl\u0131q m\u0259nb\u0259yidir. Bu m\u0259lumatlar\u0131n idman\u00e7\u0131n\u0131n raz\u0131l\u0131\u011f\u0131 olmadan \u00fc\u00e7\u00fcnc\u00fc t\u0259r\u0259fl\u0259r\u0259 \u00f6t\u00fcr\u00fclm\u0259si v\u0259 ya istifad\u0259si q\u0259buledilm\u0259zdir. H\u0259m\u00e7inin, m\u0259lumatlar\u0131n t\u0259hl\u00fck\u0259siz saxlanmas\u0131 v\u0259 potensial kiberh\u00fccumlardan qorunmas\u0131 vacibdir.<\/p>\n<p>Dig\u0259r bir m\u0259s\u0259l\u0259 is\u0259 texnologiyan\u0131n idman\u00e7\u0131lar aras\u0131nda b\u0259rab\u0259rsizlik yarada bilm\u0259sidir. B\u00f6y\u00fck b\u00fcdc\u0259li komandalar v\u0259 idman\u00e7\u0131lar daha qabaqc\u0131l analiz sisteml\u0259rin\u0259 \u00e7\u0131x\u0131\u015f \u0259ld\u0259 ed\u0259rk\u0259n, bu imkanlardan m\u0259hrum qalanlar r\u0259qab\u0259t \u00fcst\u00fcnl\u00fcy\u00fcn\u00fc itir\u0259 bil\u0259r. Bu, idman\u0131n \u0259dal\u0259t prinsipin\u0259 t\u0259sir g\u00f6st\u0259rir.<\/p>\n<h3>G\u0259l\u0259c\u0259k \u0130stiqam\u0259tl\u0259r<\/h3>\n<p>G\u0259l\u0259c\u0259kd\u0259, idmanda biometrik analiz daha da \u015f\u0259xsi v\u0259 proqnozla\u015fd\u0131r\u0131c\u0131 xarakter ala bil\u0259r. Genetik analizl\u0259r idman\u00e7\u0131n\u0131n m\u00fc\u0259yy\u0259n yaralanmalara qar\u015f\u0131 h\u0259ssasl\u0131\u011f\u0131n\u0131 v\u0259 m\u00fcmk\u00fcn performans potensial\u0131n\u0131 qiym\u0259tl\u0259ndirm\u0259k \u00fc\u00e7\u00fcn daha geni\u015f istifad\u0259 oluna bil\u0259r. S\u00fcni intellekt alqoritml\u0259ri is\u0259 m\u00fcr\u0259kk\u0259b m\u0259lumat d\u0259stl\u0259rini emal ed\u0259r\u0259k, m\u0259\u015fq proqramlar\u0131n\u0131 real vaxt rejimind\u0259 d\u0259qiq t\u0259nziml\u0259y\u0259 bil\u0259c\u0259k. \u018fsas anlay\u0131\u015flar v\u0259 terminl\u0259r \u00fc\u00e7\u00fcn <a href=\"https:\/\/www.fifa.com\/tournaments\/mens\/worldcup\">FIFA World Cup hub<\/a> m\u0259nb\u0259sini yoxlay\u0131n.<\/p>\n<p>Texnologiyan\u0131n inki\u015faf\u0131 il\u0259 birlikd\u0259, onun idman\u0131n mahiyy\u0259tin\u0259 t\u0259siri bar\u0259d\u0259 davaml\u0131 m\u00fczakir\u0259l\u0259r apar\u0131lmal\u0131d\u0131r. M\u0259qs\u0259d, insan performans\u0131n\u0131 anlamaq v\u0259 inki\u015faf etdirm\u0259k \u00fc\u00e7\u00fcn texnologiyadan istifad\u0259 ed\u0259rk\u0259n, idman\u0131n ruhunu v\u0259 idman\u00e7\u0131n\u0131n rifah\u0131n\u0131 qorumaq olmal\u0131d\u0131r. Bu tarazl\u0131\u011f\u0131 saxlamaq, idman\u0131n g\u0259l\u0259c\u0259yi \u00fc\u00e7\u00fcn \u0259sas amil olaraq qalacaq.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0130dman\u00e7\u0131lar\u0131n Biometrik Sirl\u0259ri: Veril\u0259nl\u0259rl\u0259 Daha G\u00fccl\u00fc Performans Az\u0259rbaycanda \u0130dman Performans\u0131n\u0131n Biometrik Analizi – Sensorlar, Elmi v\u0259 Etika Az\u0259rbaycan idman\u0131n\u0131n m\u00fcasir m\u0259rh\u0259l\u0259sind\u0259 y\u00fcks\u0259k n\u0259tic\u0259l\u0259r\u0259 \u00e7atmaq \u00fc\u00e7\u00fcn t\u0259lim metodlar\u0131 fundamental d\u0259yi\u015fiklikl\u0259r ya\u015fay\u0131r. Art\u0131q sad\u0259 m\u00fc\u015fahid\u0259 v\u0259 subyektiv qiym\u0259tl\u0259ndirm\u0259l\u0259r \u0259v\u0259zin\u0259, idman\u00e7\u0131lar\u0131n orqanizml\u0259rind\u0259n toplanan d\u0259qiq biometrik m\u0259lumatlar q\u0259rarlar\u0131n \u0259sas\u0131n\u0131 t\u0259\u015fkil edir. Bu yana\u015fma idman\u00e7\u0131lar\u0131n fiziki haz\u0131rl\u0131\u011f\u0131n\u0131, texnikas\u0131n\u0131 v\u0259 b\u0259rpa […]<\/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-59290","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"http:\/\/www.newswertia.com\/certificates\/wp-json\/wp\/v2\/posts\/59290","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/www.newswertia.com\/certificates\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/www.newswertia.com\/certificates\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/www.newswertia.com\/certificates\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"http:\/\/www.newswertia.com\/certificates\/wp-json\/wp\/v2\/comments?post=59290"}],"version-history":[{"count":1,"href":"http:\/\/www.newswertia.com\/certificates\/wp-json\/wp\/v2\/posts\/59290\/revisions"}],"predecessor-version":[{"id":59291,"href":"http:\/\/www.newswertia.com\/certificates\/wp-json\/wp\/v2\/posts\/59290\/revisions\/59291"}],"wp:attachment":[{"href":"http:\/\/www.newswertia.com\/certificates\/wp-json\/wp\/v2\/media?parent=59290"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.newswertia.com\/certificates\/wp-json\/wp\/v2\/categories?post=59290"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.newswertia.com\/certificates\/wp-json\/wp\/v2\/tags?post=59290"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}