{"id":37509,"date":"2022-06-03T19:30:04","date_gmt":"2022-06-03T16:30:04","guid":{"rendered":"https:\/\/kutaybilen.com.tr\/?p=37509"},"modified":"2022-06-03T19:30:04","modified_gmt":"2022-06-03T16:30:04","slug":"radyo-dalgalariyla-hisleri-tespit-etmenin-bir-yolu-bulundu","status":"publish","type":"post","link":"https:\/\/kutaybilen.com.tr\/?p=37509","title":{"rendered":"Radyo Dalgalar\u0131yla Hisleri Tespit Etmenin Bir Yolu Bulundu"},"content":{"rendered":"<p>\u0130nsan hislerinin ve reaksiyonlar\u0131n\u0131n kablosuz sinyaller arac\u0131l\u0131\u011f\u0131yla tespit edilebilmesine dair pek \u00e7ok farkl\u0131 \u00e7al\u0131\u015fma bulunuyor. Bilim insanlar\u0131, <strong>radyo dalgalar\u0131 \u00fczere sinyalleri kullanarak<\/strong> bireylerin kalp at\u0131\u015f suratlar\u0131n\u0131, nefes al\u0131\u015f veri\u015flerini \u00f6l\u00e7\u00fcmleyerek \u00e7e\u015fitli \u00e7al\u0131\u015fmalar ger\u00e7ekle\u015ftiriyor ve \u015fah\u0131slar\u0131n o an ne hissettiklerini tespit etmeye \u00e7al\u0131\u015f\u0131yor.<\/p>\n<p>Lakin bu \u00e7al\u0131\u015fmalarda elde edilen datalar\u0131n i\u015flenmesi i\u00e7in \u015fimdiye kadar<strong> klasik makine tahsili<\/strong> kullan\u0131l\u0131yordu. Londra Queens Mary \u00dcniversitesi&#8217;nde y\u00fcr\u00fct\u00fclen yeni \u00e7al\u0131\u015fmada ise bilim insanlar\u0131 radyo dalgalar\u0131ndan elde edilen bilgilerin i\u015flenmesinde <strong>derin \u00f6\u011frenmeden faydalan\u0131yor. <\/strong><\/p>\n<p><b>\u0130\u015ftirak\u00e7ilere d\u00f6rt farkl\u0131 duyguyu harekete ge\u00e7iren g\u00f6r\u00fcnt\u00fcler izletildi:<\/b><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.webtekno.com\/images\/editor\/default\/0002\/99\/40e6f63619953312104e50436bd7ea77c43af916.jpeg\"\/><\/p>\n<p>Ara\u015ft\u0131rmay\u0131 y\u00fcr\u00fcten bilim insanlar\u0131, \u00e7al\u0131\u015fmada i\u015ftirak\u00e7i k\u00fcmeye <strong>\u00f6fke, \u0131st\u0131rap, sevin\u00e7 ve zevk<\/strong> hissi uyand\u0131ran d\u00f6rt farkl\u0131 g\u00f6r\u00fcnt\u00fc izlettiler. \u0130\u015ftirak\u00e7iler g\u00f6r\u00fcnt\u00fcleri izlerken bilim insanlar\u0131 zarars\u0131z radyo dalgalar\u0131 yayd\u0131lar ve bu sinyallerde bireyle temas sonras\u0131 ya\u015fanan <strong>de\u011fi\u015fimleri \u00f6l\u00e7\u00fcmleyerek <\/strong>kalp at\u0131\u015f surat\u0131 ve nefes al\u0131\u015f veri\u015f \u00fczere datalara ula\u015ft\u0131lar.<\/p>\n<p>Sonras\u0131nda bu datalar\u0131 i\u015flemek i\u00e7in geli\u015ftirdikleri <strong>derin \u00f6\u011frenme algoritmas\u0131na <\/strong>ba\u015fvuran ara\u015ft\u0131rmac\u0131lar, hislerin klasik makine tahsili form\u00fclleri ile \u00f6l\u00e7\u00fcmlenen sonu\u00e7lardan<strong> \u00e7ok daha hakikat tespit edildi\u011fini <\/strong>ortaya koydular.<\/p>\n<p><b>Derin \u00f6\u011frenme ile hisleri husustan ba\u011f\u0131ms\u0131z halde tespit edebilmek m\u00fcmk\u00fcn:<\/b><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.webtekno.com\/images\/editor\/default\/0002\/99\/6d112fb5b2115b76c0ac017416220511ef7429c1.jpeg\"\/><\/p>\n<p>Queen Mary&#8217;de bir doktora \u00f6\u011frencisi olan ve ara\u015ft\u0131rmay\u0131 y\u00fcr\u00fcten tak\u0131mda yer alan Achintha Avin Ihalage, \u00e7al\u0131\u015fmalar\u0131 ile ilgili &#8220;<em>Derin \u00f6\u011frenme, bir insan beyninin farkl\u0131 bilgi katmanlar\u0131na bakarak ve bunlar ortas\u0131nda ili\u015fkiler kurarak \u00e7al\u0131\u015fmas\u0131na benzeri bir bi\u00e7imde bilgileri de\u011ferlendirmemize imkan tan\u0131r. Yay\u0131nlanm\u0131\u015f literat\u00fcr\u00fcn birden fazla <strong>makine tahsilini \u00f6zneye ba\u011fl\u0131 bir bi\u00e7imde \u00f6l\u00e7er<\/strong>, belli bir \u015fah\u0131stan gelen bir sinyali kaydeder ve bunu daha sonraki bir kademede hislerini kestirim etmek i\u00e7in kullan\u0131r. Derin \u00f6\u011frenmeyle, hisleri mevzudan ba\u011f\u0131ms\u0131z ve hakikat bir halde \u00f6l\u00e7ebilece\u011fimizi g\u00f6sterdik; burada farkl\u0131 bireylerden gelen sinyallerin tamam\u0131na bakabilir ve bunu bizim d\u0131\u015f\u0131m\u0131zdaki insanlar\u0131n <strong>hislerini iddia etmek i\u00e7in kullanabiliriz<\/strong>.<\/em>&#8216; tabirlerini kulland\u0131.<\/p>\n<p>Ara\u015ft\u0131rmay\u0131 y\u00fcr\u00fcten grubun s\u0131radaki maksatlar\u0131 ortas\u0131nda <strong>kalabal\u0131k insan k\u00fcmelerinin bir ortada oldu\u011fu<\/strong>, \u00f6rne\u011fin ofis \u00fczere alanlarda da misal kablosuz sinyalleri kullanarak hislerin tespit edilebilmesini sa\u011flamak. Bu cinsten bir \u00e7al\u0131\u015fma ile bireylerin rutin i\u015fler ger\u00e7ekle\u015ftirirken i\u00e7inde bulunduklar\u0131 his durum de\u011fi\u015fiklikleri ile performanslar\u0131 ortas\u0131ndaki irtibata dair ayr\u0131nt\u0131l\u0131 \u00e7al\u0131\u015fmalar\u0131n yap\u0131labilece\u011fi d\u00fc\u015f\u00fcn\u00fcl\u00fcyor.<\/p>\n<p>Ara\u015ft\u0131rma grubunun \u00f6nderi olan Profes\u00f6r Yang Hao ise farkl\u0131 bir noktaya parmak bast\u0131 ve ara\u015ft\u0131rmalar\u0131 ile ilgili &#8216;<em>Bu ara\u015ft\u0131rma, bilhassa mevcut Covid-19 salg\u0131n\u0131 s\u0131ras\u0131nda giderek daha k\u0131ymetli hale gelen <strong>insan &#8211; robot etkile\u015fimi<\/strong> ve s\u0131hhat hizmetleri ile duygusal refah \u00fczere alanlarda pratik uygulamalar i\u00e7in bir\u00e7ok f\u0131rsat sunuyor.&#8217;<\/em> s\u00f6zlerini kulland\u0131.<\/p>\n<div> <\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u0130nsan hislerinin ve reaksiyonlar\u0131n\u0131n kablosuz sinyaller arac\u0131l\u0131\u011f\u0131yla tespit edilebilmesine dair pek \u00e7ok farkl\u0131 \u00e7al\u0131\u015fma bulunuyor. Bilim insanlar\u0131 &#8230;<\/p>\n","protected":false},"author":1,"featured_media":37510,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[851],"tags":[346,1187,3907,1850,1240],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/kutaybilen.com.tr\/index.php?rest_route=\/wp\/v2\/posts\/37509"}],"collection":[{"href":"https:\/\/kutaybilen.com.tr\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/kutaybilen.com.tr\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/kutaybilen.com.tr\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/kutaybilen.com.tr\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=37509"}],"version-history":[{"count":1,"href":"https:\/\/kutaybilen.com.tr\/index.php?rest_route=\/wp\/v2\/posts\/37509\/revisions"}],"predecessor-version":[{"id":37511,"href":"https:\/\/kutaybilen.com.tr\/index.php?rest_route=\/wp\/v2\/posts\/37509\/revisions\/37511"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/kutaybilen.com.tr\/index.php?rest_route=\/wp\/v2\/media\/37510"}],"wp:attachment":[{"href":"https:\/\/kutaybilen.com.tr\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=37509"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/kutaybilen.com.tr\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=37509"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/kutaybilen.com.tr\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=37509"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}