{"id":416,"date":"2022-06-21T21:19:00","date_gmt":"2022-06-21T21:19:00","guid":{"rendered":"https:\/\/artigonews.com\/?p=416"},"modified":"2026-03-04T21:22:19","modified_gmt":"2026-03-04T21:22:19","slug":"jak-algoritmy-predpovidaji-preference-uzivatelu","status":"publish","type":"post","link":"https:\/\/artigonews.com\/cs\/como-os-algoritmos-conseguem-prever-preferencias-de-usuarios\/","title":{"rendered":"Jak algoritmy p\u0159edpov\u00eddaj\u00ed preference u\u017eivatel\u016f?"},"content":{"rendered":"<p class=\"wp-block-paragraph\">V modern\u00edm digit\u00e1ln\u00edm prost\u0159ed\u00ed je b\u011b\u017en\u00e9 vid\u011bt platformy, kter\u00e9 jakoby \u201ch\u00e1daj\u00ed\u201d, co by se u\u017eivateli mohlo l\u00edbit. V aplikac\u00edch a na webov\u00fdch str\u00e1nk\u00e1ch se neust\u00e1le objevuj\u00ed navrhovan\u00e1 videa, doporu\u010den\u00e9 produkty, podobn\u00e1 hudba a personalizovan\u00fd obsah. Tato schopnost p\u0159edpov\u00eddat preference nen\u00ed v\u00fdsledkem intuice, ale pokro\u010dil\u00fdch matematick\u00fdch syst\u00e9m\u016f zn\u00e1m\u00fdch jako doporu\u010dovac\u00ed algoritmy.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Tyto algoritmy analyzuj\u00ed velk\u00e9 mno\u017estv\u00ed dat o chov\u00e1n\u00ed u\u017eivatel\u016f a identifikuj\u00ed vzorce, kter\u00e9 pom\u00e1haj\u00ed p\u0159edpov\u00eddat budouc\u00ed z\u00e1jmy. Na z\u00e1klad\u011b t\u011bchto informac\u00ed mohou platformy nab\u00edzet obsah a n\u00e1vrhy, kter\u00e9 jsou st\u00e1le v\u00edce v souladu s profilem ka\u017ed\u00e9 osoby.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Co jsou doporu\u010dovac\u00ed algoritmy?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Doporu\u010dovac\u00ed algoritmy jsou syst\u00e9my ur\u010den\u00e9 k navrhov\u00e1n\u00ed obsahu nebo produkt\u016f na z\u00e1klad\u011b dat.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Analyzuj\u00ed informace shrom\u00e1\u017ed\u011bn\u00e9 b\u011bhem pou\u017e\u00edv\u00e1n\u00ed aplikace, jako je historie prohl\u00ed\u017een\u00ed, proveden\u00e1 vyhled\u00e1v\u00e1n\u00ed, \u010das str\u00e1ven\u00fd na konkr\u00e9tn\u00edm obsahu a interakce s ostatn\u00edmi u\u017eivateli.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Na z\u00e1klad\u011b t\u011bchto informac\u00ed se syst\u00e9m pokou\u0161\u00ed identifikovat preferen\u010dn\u00ed vzorce.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Sb\u011br behavior\u00e1ln\u00edch dat<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Prvn\u00edm krokem p\u0159i predikci preferenc\u00ed je sb\u011br dat.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ka\u017ed\u00e1 interakce v aplikaci generuje u\u017eite\u010dn\u00e9 informace pro algoritmus. Lajky, sd\u00edlen\u00ed, koment\u00e1\u0159e, \u010das str\u00e1ven\u00fd na str\u00e1nce a dokonce i pauzy ve vide\u00edch pom\u00e1haj\u00ed pochopit chov\u00e1n\u00ed u\u017eivatel\u016f.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Tato data tvo\u0159\u00ed z\u00e1klad pro anal\u00fdzy prov\u00e1d\u011bn\u00e9 syst\u00e9my.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Anal\u00fdza vzorc\u016f u\u017e\u00edv\u00e1n\u00ed<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Po shrom\u00e1\u017ed\u011bn\u00ed dat algoritmy hledaj\u00ed vzory.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Nap\u0159\u00edklad pokud u\u017eivatel \u010dasto sleduje videa na ur\u010dit\u00e9 t\u00e9ma nebo poslouch\u00e1 hudbu ur\u010dit\u00e9ho stylu, syst\u00e9m tuto tendenci identifikuje.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Na z\u00e1klad\u011b t\u011bchto vzorc\u016f algoritmus za\u010dne p\u0159edpov\u00eddat, kter\u00fd obsah by mohl b\u00fdt pro dan\u00e9ho u\u017eivatele nejzaj\u00edmav\u011bj\u0161\u00ed.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Porovn\u00e1n\u00ed s podobn\u00fdmi profily<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Dal\u0161\u00ed b\u011b\u017enou metodou je porovn\u00e1v\u00e1n\u00ed u\u017eivatel\u016f s podobn\u00fdm chov\u00e1n\u00edm.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Pokud se ur\u010dit\u00e9mu obsahu l\u00edb\u00ed n\u011bkolik lid\u00ed s podobn\u00fdmi n\u00e1vyky, je velk\u00e1 \u0161ance, \u017ee o n\u011bj budou m\u00edt z\u00e1jem i dal\u0161\u00ed u\u017eivatel\u00e9 s podobn\u00fdmi profily.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Tento typ anal\u00fdzy je zn\u00e1m\u00fd jako kolaborativn\u00ed filtrov\u00e1n\u00ed.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Filtrov\u00e1n\u00ed na z\u00e1klad\u011b obsahu<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Krom\u011b porovn\u00e1v\u00e1n\u00ed u\u017eivatel\u016f algoritmy analyzuj\u00ed tak\u00e9 charakteristiky obsahu.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Identifikuj\u00ed prvky, jako jsou t\u00e9mata, kategorie, kl\u00ed\u010dov\u00e1 slova a form\u00e1ty. Pokud u\u017eivatel projev\u00ed z\u00e1jem o ur\u010dit\u00e9 typy obsahu, syst\u00e9m vyhled\u00e1 podobn\u00e9 polo\u017eky.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Tato technika pom\u00e1h\u00e1 roz\u0161i\u0159ovat doporu\u010den\u00ed, ani\u017e byste se museli spol\u00e9hat pouze na ostatn\u00ed u\u017eivatele.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Neust\u00e1l\u00e9 u\u010den\u00ed syst\u00e9mu<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Algoritmy se neust\u00e1le u\u010d\u00ed z nov\u00fdch dat.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ka\u017ed\u00e1 nov\u00e1 interakce aktualizuje model pou\u017e\u00edvan\u00fd syst\u00e9mem. Postupem \u010dasu se p\u0159edpov\u011bdi st\u00e1vaj\u00ed p\u0159esn\u011bj\u0161\u00edmi.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Tento proces je zn\u00e1m\u00fd jako strojov\u00e9 u\u010den\u00ed.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Anal\u00fdza doby interakce<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">D\u016fle\u017eit\u00fdm ukazatelem je tak\u00e9 mno\u017estv\u00ed \u010dasu, kter\u00e9 u\u017eivatel str\u00e1v\u00ed konzumac\u00ed konkr\u00e9tn\u00edho obsahu.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Pokud \u010dlov\u011bk str\u00e1v\u00ed hodn\u011b \u010dasu sledov\u00e1n\u00edm videa nebo \u010dten\u00edm \u010dl\u00e1nku, syst\u00e9m to interpretuje jako projev z\u00e1jmu.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Obsah s del\u0161\u00ed dobou interakce m\u00e1 tendenci ovliv\u0148ovat budouc\u00ed doporu\u010den\u00ed.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">D\u016fle\u017eitost explicitn\u00edch akc\u00ed<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">N\u011bkter\u00e9 akce poskytuj\u00ed algoritm\u016fm jasn\u00e9 sign\u00e1ly.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Lajky, pozitivn\u00ed hodnocen\u00ed, ulo\u017een\u00ed a sd\u00edlen\u00ed p\u0159\u00edmo nazna\u010duj\u00ed, \u017ee se u\u017eivateli ur\u010dit\u00fd obsah l\u00edbil.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Tyto sign\u00e1ly pom\u00e1haj\u00ed syst\u00e9mu upravovat jeho n\u00e1vrhy.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Pou\u017eit\u00ed kontextov\u00fdch dat<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Algoritmy tak\u00e9 berou v \u00favahu kontext.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Doporu\u010den\u00ed mohou ovlivnit informace, jako je doba pou\u017e\u00edv\u00e1n\u00ed, p\u0159ibli\u017en\u00e1 poloha nebo typ za\u0159\u00edzen\u00ed.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Nap\u0159\u00edklad obsah konzumovan\u00fd v noci se m\u016f\u017ee li\u0161it od obsahu p\u0159\u00edstupn\u00e9ho b\u011bhem pr\u00e1ce.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Identifikace glob\u00e1ln\u00edch trend\u016f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Krom\u011b individu\u00e1ln\u00edch preferenc\u00ed algoritmy analyzuj\u00ed i obecn\u00e9 trendy.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Obsah, kter\u00fd se st\u00e1v\u00e1 popul\u00e1rn\u00edm mezi mnoha u\u017eivateli, lze doporu\u010dovat \u010dast\u011bji.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">To pom\u00e1h\u00e1 zd\u016fraznit nov\u00e1 a trendov\u00e1 t\u00e9mata.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Neust\u00e1l\u00e9 \u00fapravy doporu\u010den\u00ed<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Syst\u00e9my upravuj\u00ed sv\u00e9 n\u00e1vrhy na z\u00e1klad\u011b odpov\u011bdi u\u017eivatele.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Pokud doporu\u010den\u00ed negeneruje interakci, algoritmus sni\u017euje pravd\u011bpodobnost doporu\u010den\u00ed podobn\u00e9ho obsahu.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Tento proces pom\u00e1h\u00e1 v pr\u016fb\u011bhu \u010dasu zp\u0159es\u0148ovat progn\u00f3zy.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Kombinace r\u016fzn\u00fdch metod<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">V praxi platformy pou\u017e\u00edvaj\u00ed v\u00edce metod sou\u010dasn\u011b.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Kolaborativn\u00ed filtrov\u00e1n\u00ed, anal\u00fdza obsahu a strojov\u00e9 u\u010den\u00ed se kombinuj\u00ed pro generov\u00e1n\u00ed p\u0159esn\u011bj\u0161\u00edch doporu\u010den\u00ed.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Tento hybridn\u00ed p\u0159\u00edstup zvy\u0161uje efektivitu algoritm\u016f.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Rozs\u00e1hl\u00e9 p\u0159izp\u016fsoben\u00ed<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Jednou z nejv\u011bt\u0161\u00edch v\u00fdzev pro digit\u00e1ln\u00ed platformy je nab\u00eddnout personalizovan\u00e9 z\u00e1\u017eitky milion\u016fm u\u017eivatel\u016f.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Algoritmy jsou schopny analyzovat obrovsk\u00e9 objemy dat a generovat specifick\u00e1 doporu\u010den\u00ed pro ka\u017edou osobu.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Tato personalizace je jedn\u00edm ze z\u00e1kladn\u00edch kamen\u016f digit\u00e1ln\u00ed ekonomiky.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Vliv ned\u00e1vn\u00fdch interakc\u00ed<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Ned\u00e1vn\u00e1 aktivita m\u00e1 v doporu\u010den\u00edch \u010dasto zna\u010dnou v\u00e1hu.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Pokud u\u017eivatel za\u010dne konzumovat obsah o nov\u00e9m t\u00e9matu, algoritmus rychle uprav\u00ed sv\u00e9 n\u00e1vrhy.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">To umo\u017e\u0148uje syst\u00e9mu sledovat zm\u011bny v z\u00e1jmech.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Sn\u00ed\u017een\u00ed informa\u010dn\u00edho zahlcen\u00ed<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Na internetu je k dispozici obrovsk\u00e9 mno\u017estv\u00ed obsahu.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Algoritmy pom\u00e1haj\u00ed filtrovat tyto informace a zobrazuj\u00ed pouze ty, kter\u00e9 by mohly b\u00fdt s nejv\u011bt\u0161\u00ed pravd\u011bpodobnost\u00ed zaj\u00edmav\u00e9.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Tento filtr usnad\u0148uje navigaci a zlep\u0161uje u\u017eivatelsk\u00fd z\u00e1\u017eitek.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Identifikace skryt\u00fdch z\u00e1jm\u016f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Algoritmy dok\u00e1\u017e\u00ed tak\u00e9 identifikovat nep\u0159\u00edm\u00e9 vztahy mezi obsahem.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Nap\u0159\u00edklad lid\u00e9, kte\u0159\u00ed se zaj\u00edmaj\u00ed o konkr\u00e9tn\u00ed t\u00e9ma, se mohou tak\u00e9 zaj\u00edmat o souvisej\u00edc\u00ed t\u00e9mata.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Tato propojen\u00ed pom\u00e1haj\u00ed roz\u0161i\u0159ovat \u0161k\u00e1lu doporu\u010den\u00ed.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Neust\u00e1l\u00e9 vylep\u0161ov\u00e1n\u00ed model\u016f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Modely pou\u017e\u00edvan\u00e9 algoritmy jsou \u010dasto aktualizov\u00e1ny.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In\u017een\u00fd\u0159i a datov\u00ed v\u011bdci upravuj\u00ed syst\u00e9my tak, aby byly efektivn\u011bj\u0161\u00ed a sn\u00ed\u017eily po\u010det chyb.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Toto neust\u00e1l\u00e9 zlep\u0161ov\u00e1n\u00ed zvy\u0161uje kvalitu doporu\u010den\u00ed.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Vliv um\u011bl\u00e9 inteligence<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">V tomto procesu hraje kl\u00ed\u010dovou roli um\u011bl\u00e1 inteligence.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Pokro\u010dil\u00e9 modely dok\u00e1\u017e\u00ed identifikovat extr\u00e9mn\u011b slo\u017eit\u00e9 vzory ve velk\u00fdch objemech dat.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">To umo\u017e\u0148uje st\u00e1le p\u0159esn\u011bj\u0161\u00ed p\u0159edpov\u011bdi o preferenc\u00edch u\u017eivatel\u016f.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">V\u00fdzvy a omezen\u00ed algoritm\u016f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Navzdory sv\u00e9 efektivit\u011b nejsou algoritmy dokonal\u00e9.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Mohou pos\u00edlit st\u00e1vaj\u00edc\u00ed preference a omezit vystaven\u00ed nov\u00e9mu obsahu.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Tento jev je zn\u00e1m\u00fd jako \u201cdoporu\u010dovac\u00ed bublina\u201d.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Rovnov\u00e1ha mezi personalizac\u00ed a rozmanitost\u00ed.<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Aby se p\u0159ede\u0161lo omezen\u00edm v doporu\u010den\u00edch, n\u011bkter\u00e9 platformy se sna\u017e\u00ed zahrnout rozmanit\u00fd obsah.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Kombinace p\u0159edv\u00eddateln\u00fdch n\u00e1vrh\u016f s nov\u00fdmi funkcemi pom\u00e1h\u00e1 vylep\u0161it u\u017eivatelsk\u00fd z\u00e1\u017eitek.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Tato rovnov\u00e1ha d\u011bl\u00e1 doporu\u010den\u00ed zaj\u00edmav\u011bj\u0161\u00edmi.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Jak algoritmy z\u0159ejm\u011b \u201ch\u00e1daj\u00ed\u201d chut\u011b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Pocit, \u017ee aplikace p\u0159esn\u011b v\u011bd\u00ed, co u\u017eivatel\u00e9 cht\u011bj\u00ed vid\u011bt, nen\u00ed magie, ale v\u00fdsledek komplexn\u00ed anal\u00fdzy dat. Pozorov\u00e1n\u00edm behavior\u00e1ln\u00edch vzorc\u016f, porovn\u00e1v\u00e1n\u00edm podobn\u00fdch profil\u016f a neust\u00e1l\u00fdm u\u010den\u00edm se z ka\u017ed\u00e9 interakce dok\u00e1\u017e\u00ed algoritmy s velkou p\u0159esnost\u00ed p\u0159edpov\u00eddat z\u00e1jmy. Tato kombinace sb\u011bru dat, strojov\u00e9ho u\u010den\u00ed a rozs\u00e1hl\u00e9 personalizace transformuje digit\u00e1ln\u00ed z\u00e1\u017eitek a umo\u017e\u0148uje ka\u017ed\u00e9mu u\u017eivateli p\u0159ij\u00edmat obsah p\u0159izp\u016fsoben\u00fd jeho vlastn\u00edmu profilu v r\u00e1mci st\u00e1le inteligentn\u011bj\u0161\u00edch platforem.<\/p>","protected":false},"excerpt":{"rendered":"<p>No ambiente digital moderno, \u00e9 comum perceber que plataformas parecem \u201cadivinhar\u201d o que um usu\u00e1rio pode gostar. V\u00eddeos sugeridos, produtos recomendados, m\u00fasicas semelhantes e conte\u00fados personalizados aparecem constantemente em aplicativos e sites. Essa capacidade de prever prefer\u00eancias n\u00e3o \u00e9 resultado de intui\u00e7\u00e3o, mas de sistemas matem\u00e1ticos avan\u00e7ados conhecidos como algoritmos de recomenda\u00e7\u00e3o. Esses algoritmos analisam [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":417,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[32],"tags":[],"class_list":["post-416","post","type-post","status-publish","format-standard","has-post-thumbnail","category-curiosidades"],"_links":{"self":[{"href":"https:\/\/artigonews.com\/cs\/wp-json\/wp\/v2\/posts\/416","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/artigonews.com\/cs\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/artigonews.com\/cs\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/artigonews.com\/cs\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/artigonews.com\/cs\/wp-json\/wp\/v2\/comments?post=416"}],"version-history":[{"count":1,"href":"https:\/\/artigonews.com\/cs\/wp-json\/wp\/v2\/posts\/416\/revisions"}],"predecessor-version":[{"id":418,"href":"https:\/\/artigonews.com\/cs\/wp-json\/wp\/v2\/posts\/416\/revisions\/418"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/artigonews.com\/cs\/wp-json\/wp\/v2\/media\/417"}],"wp:attachment":[{"href":"https:\/\/artigonews.com\/cs\/wp-json\/wp\/v2\/media?parent=416"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/artigonews.com\/cs\/wp-json\/wp\/v2\/categories?post=416"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/artigonews.com\/cs\/wp-json\/wp\/v2\/tags?post=416"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}