{"product_id":"obnaruzhenie-falshiwyh-nowostej-von-podila-mounika","title":"Obnaruzhenie fal'shiwyh nowostej","description":"\u003cp\u003ePostoqnnyj rost social'nyh setej predostawil pol'zowatelqm bolee udobnyj sposob dostupa k nowostqm, chem ran'she, i poätomu suschestwuet weroqtnost' togo, chto nekotoraq dezinformaciq ili sluhi generiruütsq i rasprostranqütsq po seti, zastawlqq drugih pol'zowatelej werit' i rasprostranqt' ih kak neprednamerennuü lozh'. V dannoj rabote predlagaetsq model' dlq wyqwleniq fal'shiwyh nowostej w social'nyh setqh. Klassifikaciq nowostej osnowana na urowne shodstwa semanticheskogo smysla i shozhesti formulirowok ih texta. Dlq wyqwleniq semanticheskogo shodstwa slow ispol'zuütsq wektory slow body i head. Dlq obnaruzheniq semanticheski äkwiwalentnyh nowostej predlagaetsq arhitektura nejronnoj seti prqmogo dejstwiq. Predlagaemaq nejronnaq set' snachala preobrazuet slowa w wkrapleniq slow, ispol'zuq bol'shuü kollekciü nemarkirowannyh dannyh, a zatem primenqet set' prqmoj peredachi dlq postroeniq wektornyh predstawlenij dlq golowy i tela. My proanaliziruem i prowedem äxperimenty po predskazaniü fal'shiwyh nowostej s pomosch'ü mashinnogo obucheniq i nejronnoj seti.\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9786206341130\"\u003e\u003ch3\u003eispol'zowanie algoritmow ML\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Softcover - 9786206341130","offer_id":46986003054917,"sku":"9786206341130","price":19.8,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/ef710a7b-7c3c-4168-b9be-ca8a234aaa56.png?v=1759038380","url":"https:\/\/shop.autorenwelt.de\/products\/obnaruzhenie-falshiwyh-nowostej-von-podila-mounika","provider":"Autorenwelt Shop","version":"1.0","type":"link"}