{"id":13473,"date":"2022-01-04T12:35:01","date_gmt":"2022-01-04T11:35:01","guid":{"rendered":"https:\/\/kinit.sk\/?p=13473"},"modified":"2022-01-04T12:35:03","modified_gmt":"2022-01-04T11:35:03","slug":"pohlad-za-oponu-medzinarodnej-konferencie-recsys-ocami-ucastnika","status":"publish","type":"post","link":"https:\/\/kinit.sk\/sk\/pohlad-za-oponu-medzinarodnej-konferencie-recsys-ocami-ucastnika\/","title":{"rendered":"Poh\u013ead za oponu  medzin\u00e1rodnej konferencie RecSys o\u010dami \u00fa\u010dastn\u00edka"},"content":{"rendered":"<div id=\"\" class=\"element core-paragraph\">\n<p>Ako doktorand na Kempelenovom in\u0161tit\u00fate inteligentn\u00fdch technol\u00f3gi\u00ed v Bratislave (KInIT) som sa z\u00fa\u010dastnil medzin\u00e1rodnej konferencie ACM venovanej odpor\u00fa\u010dac\u00edm syst\u00e9mom (RecSys) v Amsterdame.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Syst\u00e9my odpor\u00fa\u010dan\u00ed, ktor\u00fdch hlavn\u00fdm \u00fa\u010delom je odpor\u00fa\u010da\u0165 obsah na soci\u00e1lnych sie\u0165ach na z\u00e1klade aktivity pou\u017e\u00edvate\u013eov a \u010fal\u0161\u00edch faktorov, s\u00fa \u010doraz diskutovanej\u0161ou t\u00e9mou aj v mainstreamov\u00fdch m\u00e9di\u00e1ch. Syst\u00e9my odpor\u00fa\u010dania v\u00fdrazne menia to, \u010do vid\u00edme na soci\u00e1lnych sie\u0165ach, a t\u00fdm formuj\u00fa na\u0161u pou\u017e\u00edvate\u013esk\u00fa sk\u00fasenos\u0165, ktor\u00e1 sa premieta do mo\u017en\u00fdch zmien na\u0161ich hodn\u00f4t, \u017eivotn\u00e9ho \u0161t\u00fdlu a rozhodnut\u00ed, ktor\u00e9 rob\u00edme ako ob\u010dania a \u013eudsk\u00e9 bytosti.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Konferencia bola zameran\u00e1&nbsp; nielen na pokroky odpor\u00fa\u010dac\u00edch syst\u00e9mov, napr. ako vytv\u00e1ranie lep\u0161\u00edch odpor\u00fa\u010dan\u00ed. V poslednej dobe sa toto zameranie posunulo smerom ku sk\u00famaniu <strong>predpojatosti<\/strong>, <strong>s\u00fakromia<\/strong> a <strong>f\u00e9rovosti<\/strong>, ako aj sk\u00famaniu vplyvu propag\u00e1cie predsudkov alebo prehlbovanie ned\u00f4very vo vedcov a autority na pou\u017e\u00edvate\u013eov a spolo\u010dnos\u0165 ako celok.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Na konferenciu som i\u0161iel prezentova\u0165 na\u0161u \u0161t\u00fadiu \u201e<a href=\"https:\/\/kinit.sk\/publication\/an-audit-of-misinformation-filter-bubbles-on-youtube-bubble-bursting-and-recent-behavior-changes\/?highlight=audit\">An Audit of Misinformation Filter Bubbles on YouTube: Bubble Bursting and Recent Behavior Changes<\/a>\u201c, v ktorom sme sk\u00famali spr\u00e1vanie filtra\u010dn\u00fdch bubl\u00edn na YouTube. Nesk\u00f4r, ke\u010f som st\u00e1l na p\u00f3diu a preberal cenu za najlep\u0161\u00ed \u010dl\u00e1nok, poci\u0165oval som hrdos\u0165 a prial som si, aby tam st\u00e1l cel\u00fd t\u00edm. Bol to obrovsk\u00fd \u00faspech, ke\u010f\u017ee konferencia je na zozname najlep\u0161ie hodnoten\u00fdch konferenci\u00ed (najlep\u0161ie hodnoten\u00e1 v CORE).<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>V tomto \u010dl\u00e1nku si pre\u010d\u00edtate:<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-list\">\n<ul class=\"wp-block-list\"><li>m\u00f4j poh\u013ead na konferenciu zvn\u00fatra, spolu s najpam\u00e4tnej\u0161\u00edmi z\u00e1\u017eitkami, ktor\u00e9 som si u\u017eil ako prezentuj\u00faci a&nbsp;\u0161tudent &#8211;&nbsp; dobrovo\u013en\u00edk,<\/li><li>m\u00f4j v\u00fdber zauj\u00edmav\u00fdch prezent\u00e1ci\u00ed, ako s\u00fa tri k\u013e\u00fa\u010dov\u00e9 prejavy, nieko\u013eko \u010dl\u00e1nkov a pr\u00edpadov\u00fdch \u0161t\u00fadi\u00ed,<\/li><li>inform\u00e1cie o organiz\u00e1cii a pozad\u00ed konferencie.<\/li><\/ul>\n<\/div>\n\n<div id=\"\" class=\"element core-heading\">\n<h3 class=\"wp-block-heading\">Poh\u013ead zvn\u00fatra<\/h3>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Hlavn\u00fdm cie\u013eom ka\u017edej, nielen vedeckej, konferencie je \u00fa\u010das\u0165 na prezent\u00e1ci\u00e1ch in\u00fdch zauj\u00edmav\u00fdch pr\u00edspevkov, a budovanie nov\u00fdch kontaktov a prepojen\u00ed. Je to pr\u00edle\u017eitos\u0165 stretn\u00fa\u0165 sa s \u010fal\u0161\u00edmi v\u00fdskumn\u00edkmi pracuj\u00facimi na podobn\u00fdch t\u00e9mach, diskutova\u0165 s nimi o svojej pr\u00e1ci, z\u00edska\u0165 nov\u00e9 n\u00e1pady o pr\u00e1ci a potenci\u00e1lne pripravi\u0165 cestu pre bud\u00facu spolupr\u00e1cu. V\u0161etci sme si u\u017eili prezent\u00e1cie \u010dl\u00e1nkov a spolo\u010dn\u00e9 diskusie o nich.&nbsp;<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Bol som jedn\u00fdm z prezentuj\u00facich, tak\u017ee po\u010das prest\u00e1vok a vo\u013ena sa pri mne zastavovali in\u00ed v\u00fdskumn\u00edci a p\u00fdtali sa na prezentovan\u00fa pr\u00e1cu a jej podrobnosti, zdie\u013eali svoje n\u00e1pady a ot\u00e1zky, \u010do bolo pr\u00edjemn\u00e9 a z\u00e1rove\u0148 in\u0161piruj\u00face.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>By\u0165 \u0161tudentsk\u00fdm dobrovo\u013en\u00edkom mi zase&nbsp; umo\u017enilo nahliadnu\u0165 do konferen\u010dn\u00e9ho prostredia e\u0161te viac zvn\u00fatra, a prinieslo e\u0161te viac pr\u00edle\u017eitost\u00ed na budovanie kontaktov. Ako dobrovo\u013en\u00edci sme boli pre \u00fa\u010dastn\u00edkov prv\u00fdm kontaktom. Mali sme oble\u010den\u00e9 krik\u013eavo oran\u017eov\u00e9 tri\u010dk\u00e1 a mikiny, aby n\u00e1s bolo vidno. Dokonca aj \u00fa\u010dastn\u00edci, ktor\u00ed sa mo\u017eno trochu hanbili hovori\u0165 s ostatn\u00fdmi, sa s nami rozpr\u00e1vali celkom uvo\u013enene a mali na to dobr\u00fd d\u00f4vod &#8211;&nbsp; informova\u0165 sa. Fungovalo to aj naopak. Ke\u010f\u017ee som s\u00e1m introvert, c\u00edtil som sa uvo\u013enenej\u0161ie pri nadv\u00e4zovan\u00ed rozhovorov aj s t\u00fdmi, ktor\u00fdch som pova\u017eoval za autority. A mal som na to dobr\u00fa v\u00fdhovorku \u2013 bola to jedna z na\u0161ich \u00faloh, ako dobrovo\u013en\u00edkov, komunikova\u0165 s ostatn\u00fdmi.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>By\u0165 \u0161tudentsk\u00fdm dobrovo\u013en\u00edkom malo pre m\u0148a e\u0161te jednu v\u00fdhodu. Dobrovo\u013en\u00edci boli zvy\u010dajne \u0161tudenti doktorandsk\u00e9ho \u0161t\u00fadia alebo mali ukon\u010den\u00e9 magistersk\u00e9ho \u0161t\u00fadium a zva\u017eovali pokra\u010dova\u0165 v&nbsp;tom doktorandskom. Jednoducho, \u013eudia v rovnakom alebo podobnom \u0161t\u00e1diu v\u00fdskumnej kari\u00e9ry ako ja. Na jednom mieste som sa stretol s viac ako 30 \u013eu\u010fmi, ktor\u00fdch by som mo\u017eno inak nestretol. Rozhovory s nimi boli in\u0161pirat\u00edvne, produkt\u00edvne a kreat\u00edvne.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Celkovo bola \u00fa\u010das\u0165 na konferencii na mieste cennou sk\u00fasenos\u0165ou a nadv\u00e4zovanie kontaktov na\u017eivo je nenahradite\u013en\u00e9. \u00da\u010das\u0165 na konferencii v&nbsp;poz\u00edcii \u0161tudentsk\u00e9ho dobrovo\u013en\u00edka posunula moje sk\u00fasenosti na vy\u0161\u0161iu \u00farove\u0148, nap\u013a\u0148aj\u00facu a plodnej\u0161iu, a odniesol som si z nej viac, ako som si myslel.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-heading\">\n<h3 class=\"wp-block-heading\">Hor\u00facou<strong> t\u00e9mou boli predpojatos\u0165 a spravodlivos\u0165 v odpor\u00fa\u010dac\u00edch syst\u00e9moch<\/strong><\/h3>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Okrem <strong>k\u013e\u00fa\u010dov\u00fdch prejavov<\/strong> odznelo mno\u017estvo <strong>zauj\u00edmav\u00fdch predn\u00e1\u0161ok<\/strong>. Je dos\u0165 \u0165a\u017ek\u00e9 vybra\u0165 si z mno\u017estva skvel\u00fdch pr\u00e1c prezentovan\u00fdch po\u010das konferen\u010dn\u00e9ho t\u00fd\u017ed\u0148a, ale pok\u00fasim sa teraz podeli\u0165 o niektor\u00e9 z najzauj\u00edmavej\u0161\u00edch a najin\u0161pirat\u00edvnej\u0161\u00edch so zameran\u00edm na predpojatos\u0165, spravodlivos\u0165 a probl\u00e9my dezinform\u00e1ci\u00ed v ka\u017edodennom pou\u017e\u00edvan\u00ed odpor\u00fa\u010dac\u00edch syst\u00e9mov.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p><strong>Natali Helberger: Legislat\u00edva a&nbsp;umel\u00e1 Inteligencia<\/strong><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Natali Helberger, profesorka pr\u00e1va a digit\u00e1lnych technol\u00f3gi\u00ed so \u0161peci\u00e1lnym zameran\u00edm na Umel\u00fa Inteligenciu na Amsterdamskej univerzite, op\u00edsala svoje k\u013e\u00fa\u010dov\u00e9 my\u0161lienky o pripravovan\u00fdch <strong>nariadeniach<\/strong> a <strong>legislat\u00edvnych zmen\u00e1ch<\/strong>, ako je z\u00e1kon o digit\u00e1lnych slu\u017eb\u00e1ch a digit\u00e1lnych trhoch, z\u00e1kon o riaden\u00ed \u00fadajov a z\u00e1kon o umelej inteligencii, ktor\u00e9 v s\u00fa\u010dasnosti pripravuje\/vyv\u00edja Eur\u00f3pska komisia.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Navrhovan\u00e9 nariadenia s\u00fa ur\u010den\u00e9 na boj proti probl\u00e9mom <strong>filtra\u010dn\u00fdch bubl\u00edn<\/strong> a&nbsp;<strong>kom\u00f4r ozvien (angl. \u201cecho chamber\u201d)<\/strong> tak, \u017ee sa sna\u017eia prim\u00e4\u0165&nbsp; platformy soci\u00e1lnych m\u00e9di\u00ed, aby boli transparentnej\u0161ie a vysvet\u013eovali pou\u017e\u00edvate\u013eom, \u017ee nie\u010do bolo zobrazen\u00e9 alebo skryt\u00e9 a pre\u010do. Je to d\u00f4le\u017eit\u00fd prv\u00fd krok, ale nemus\u00ed by\u0165 dostato\u010dn\u00fd a m\u00f4\u017ee prich\u00e1dza\u0165 trochu neskoro \u2013 ke\u010f\u017ee pou\u017e\u00edvatelia nemusia chcie\u0165 ni\u010d meni\u0165.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p><strong>Cynthia Liem: Popul\u00e1rne alebo nie?<\/strong><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Cynthia Liem vo svojom pr\u00edhovore poskytla multidisciplin\u00e1rny poh\u013ead na odpor\u00fa\u010dacie syst\u00e9my a ich mo\u017en\u00e9 probl\u00e9my, ke\u010f\u017ee je tie\u017e klaviristkou, ktor\u00e1 v s\u00fa\u010dasnosti pracuje na v\u00fdvoji odpor\u00fa\u010dac\u00edch syst\u00e9mov. Priniesla in\u0161pirat\u00edvny poh\u013ead na odpor\u00fa\u010dania z poh\u013eadu hudobn\u00edka, ktor\u00fd podporila pr\u00edpadovou \u0161t\u00fadiou zo svojej kari\u00e9ry..<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Op\u00edsala, ako sa jedna z naozaj kr\u00e1snych a komplikovan\u00fdch piesn\u00ed, na ktor\u00fa zabudla verejnos\u0165, ale aj hudobn\u00edci, po 10- a\u017e 15-n\u00e1sobnom hran\u00ed na koncertoch pomaly st\u00e1vala popul\u00e1rnej\u0161ou a \u017eiadanej\u0161ou.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Predpokladala, \u017ee <strong>to, \u010do je popul\u00e1rne, nemus\u00ed by\u0165 to, \u010do \u013eudia skuto\u010dne h\u013eadaj\u00fa<\/strong>, a mo\u017eno chc\u00fa nejak\u00fa rozmanitos\u0165. Dokonca aj v\u00e4\u010d\u0161ina klasick\u00fdch skladieb, ktor\u00e9 dnes po\u010d\u00favame, a notoricky zn\u00e1mi skladatelia, ako napr\u00edklad J. S. Bach, sa stali popul\u00e1rnymi a oslavovan\u00fdmi len ned\u00e1vno, po viac ako 200 rokoch. Vn\u00edmanie toho, \u010do je popul\u00e1rne, sa v priebehu \u010dasu men\u00ed. Preto je d\u00f4le\u017eit\u00e9 umo\u017eni\u0165 \u013eu\u010fom, aby si vybrali, \u010do by chceli po\u010d\u00fava\u0165 bez odpor\u00fa\u010dan\u00ed, a to zmenou sp\u00f4sobu, ak\u00fdm odpor\u00fa\u010dania funguj\u00fa a umo\u017enen\u00edm pou\u017e\u00edvate\u013eom jednoduch\u0161ie sk\u00famanie.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p><strong>Max Welling: Grafov\u00e9 neur\u00f3nov\u00e9 siete<\/strong><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Max Welling sa vo svojej hlavnej predn\u00e1\u0161ke zameral na grafov\u00e9 neur\u00f3nov\u00e9 siete a ich vyu\u017eitie pre syst\u00e9my odpor\u00fa\u010dan\u00ed. T\u00e1to&nbsp; prezent\u00e1cia bola zauj\u00edmav\u00e1 najm\u00e4 pre v\u00fdskumn\u00edkov a vedcov, ktor\u00ed sa z\u00fa\u010dastnili konferencie, tak\u017ee v tomto \u010dl\u00e1nku nebudem zach\u00e1dza\u0165 do podrobnost\u00ed.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p><strong>Tim Donkers: Du\u00e1lne komory ozvien<\/strong><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Filtra\u010dn\u00e9 bubliny a komory ozvien s\u00fa be\u017en\u00fdm probl\u00e9mom na platform\u00e1ch soci\u00e1lnych m\u00e9di\u00ed. Stret\u00e1va sa, ale mohl sa s nimi stretn\u00fa\u0165 ka\u017ed\u00fd be\u017en\u00fd pou\u017e\u00edvate\u013e. Tim Donkers prezentoval pr\u00edspevok, v ktorom boli tieto echo komory \u0161tudovan\u00e9.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Predch\u00e1dzaj\u00face \u0161t\u00fadie o komor\u00e1ch ozvien dostali miernu kritiku, preto\u017ee pova\u017eovali komory ozvien iba za <strong>v\u00fdsledok nedostato\u010dn\u00e9ho pokrytia<\/strong>. V z\u00e1sade v\u0161ak existuj\u00fa <strong>dva typy kom\u00f4r ozvien<\/strong>. Prv\u00fd typ je skuto\u010dne sp\u00f4soben\u00fd ch\u00fdbaj\u00facim spojen\u00edm s in\u00fdmi inform\u00e1ciami. Hovor\u00edme im <strong>epistemick\u00e9<\/strong> a s\u00fa sk\u00f4r zriedkav\u00e9. Druh\u00fd je <strong>ideologick\u00fd<\/strong>. Existuje pr\u00edstup k r\u00f4znym inform\u00e1ci\u00e1m, ale existuje <strong>akt\u00edvna diskredit\u00e1cia niektor\u00fdch inform\u00e1ci\u00ed<\/strong>. Tieto komory ozvien s\u00fa be\u017enej\u0161ie a tvoria z\u00e1klad v\u00e4\u010d\u0161iny kon\u0161pira\u010dn\u00fdch te\u00f3ri\u00ed a podvodov.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p><strong>Dor Lavi: V\u00fdber uch\u00e1dza\u010dov o zamestnanie pomocou umelej Inteligencie<\/strong><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>My, ako \u013eudsk\u00e9 bytosti, naozaj nie sme schopn\u00ed by\u0165 dokonale objekt\u00edvni vo v\u0161etk\u00fdch na\u0161ich rozhodnutiach. Napr\u00edklad personalisti, ke\u010f sa stretn\u00fa so \u017eivotopismi nap\u00edsan\u00fdmi v in\u00fdch jazykoch, m\u00f4\u017eu si nevedome vytvori\u0165 zaujat\u00fd n\u00e1zor a zaobch\u00e1dza\u0165 s kandid\u00e1tom inak. Okrem toho v nadn\u00e1rodn\u00fdch spolo\u010dnostiach m\u00f4\u017eu by\u0165 popisy pr\u00e1ce a \u017eivotopisy v r\u00f4znych jazykoch a ich automatick\u00e9 prira\u010fovanie m\u00f4\u017ee by\u0165 zlo\u017eit\u00e9. <strong>Dor Lavi<\/strong> z Randstadu (agent\u00fara pre person\u00e1lne slu\u017eby) v pr\u00edspevku uk\u00e1zala, \u017ee umel\u00e1 inteligencia by mohla pom\u00f4c\u0165 s poskytnut\u00edm spravodlivej\u0161ieho a nezaujatej\u0161ieho pr\u00edstupu, ktor\u00fd dok\u00e1\u017ee pracova\u0165 s popismi pr\u00e1ce a \u017eivotopismi v r\u00f4znych jazykoch.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>V tejto pr\u00e1ci v\u00fdskumn\u00edci pou\u017eili popul\u00e1rnu techniku naz\u00fdvan\u00fa <strong>BERT<\/strong>, alebo presnej\u0161ie &#8211; viacjazy\u010dn\u00fd BERT, na reprezent\u00e1ciu popisov pr\u00e1ce a \u017eivotopisov v strojovo zrozumite\u013enom form\u00e1te a ich vz\u00e1jomn\u00e9 prira\u010fovanie. V\u00fdsledky boli p\u00f4sobiv\u00e9, preto\u017ee ich navrhovan\u00fd pr\u00edstup fungoval naozaj dobre v r\u00f4znych jazykoch a profesi\u00e1ch.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Vyu\u017eitie tak\u00fdchto pr\u00edstupov m\u00f4\u017ee by\u0165 bud\u00facnos\u0165ou trhu pr\u00e1ce, a tak v \u0148om m\u00f4\u017ee n\u00e1js\u0165 uplatnenie aj SlovakBERT, model vyvinut\u00fd spolo\u010dnos\u0165ou GERULATA&nbsp; v spolupr\u00e1ci s KInITom. Uvid\u00edme.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p><strong>Daniel Kershaw: Spravodlivos\u0165 v odpor\u00fa\u010dan\u00ed recenzenta<\/strong><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Zaujatos\u0165 a nef\u00e9rovos\u0165 mo\u017eno vidie\u0165 aj v akademickom svete. Tieto probl\u00e9my boli \u0161tudovan\u00e9 a oponovan\u00e9 v pr\u00edpadovej \u0161t\u00fadii prezentovanej v \u010dl\u00e1nku Daniela Kershawa z Elsevier. V\u00fdsledky ukazuj\u00fa, \u017ee \u017eeny a niektor\u00e9 zranite\u013en\u00e9 skupiny na z\u00e1klade pohlavia, rasy a veku, dost\u00e1vaj\u00fa menej uznania a maj\u00fa hor\u0161ie akademick\u00e9 metriky v d\u00f4sledku zaujatosti. Na z\u00e1klade v\u00fdsledkov \u0161t\u00fadie autori pr\u00edspevku vyhodnotili r\u00f4zne pr\u00edstupy k rie\u0161eniu tohto probl\u00e9mu.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Aplikovan\u00edm pr\u00edstupov na rie\u0161enie predsudkov, ako je z\u00e1kaz pou\u017e\u00edvania citliv\u00fdch, chr\u00e1nen\u00fdch prvkov a prvkov, ktor\u00e9 s nimi vysoko koreluj\u00fa, m\u00f4\u017eu poskytn\u00fa\u0165 spravodlivej\u0161ie a nezaujat\u00e9 hodnotenia recenzi\u00ed \u010dasopisov a m\u00f4\u017eu efekt\u00edvnej\u0161ie a spravodlivej\u0161ie n\u00e1js\u0165 recenzentov.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-heading\">\n<h3 class=\"wp-block-heading\">Odpor\u00fa\u010dacie syst\u00e9my kedysi a\u00a0dnes<\/h3>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Hist\u00f3ria konferencie ACM RecSys siaha do roku 2007, kedy sa konala v Minnesote v USA. Bola postaven\u00e1 na dedi\u010dstve v\u00fdskumn\u00fdch workshopov a \u201eRecommenders 06 Summer School on the Present and Future of Recommender Systems\u201d. Po\u010das prv\u00e9ho roka RecSys pril\u00e1kal vedcov z 15 kraj\u00edn, ktor\u00ed odprezentovali 35 dlh\u00fdch a 23 kr\u00e1tkych pr\u00edspevkov. Je zauj\u00edmav\u00e9 obzrie\u0165 sa sp\u00e4\u0165 a porovna\u0165, ako boli syst\u00e9my odpor\u00fa\u010dan\u00ed vn\u00edman\u00e9 v relat\u00edvne ned\u00e1vnej minulosti.\u00a0(Zdroj: <a href=\"https:\/\/recsys.acm.org\/recsys07\/\">htps:\/\/recsys.acm.org\/recsys07\/<\/a>)<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Od svojich za\u010diatkov bola konferencia ACM RecSys miestom, kde sa veda stret\u00e1va s priemyslom v \u00fazkom vz\u0165ahu. U\u017e v roku 2007 sa odpor\u00fa\u010dacie syst\u00e9my objavili ako \u201ed\u00f4le\u017eit\u00e1 s\u00fa\u010das\u0165 rie\u0161enia probl\u00e9mu pre\u0165a\u017eenia inform\u00e1ciami\u201c a predpokladalo sa, alebo o\u010dak\u00e1valo sa, \u017ee \u201eposkytn\u00fa pou\u017e\u00edvate\u013eom proakt\u00edvne n\u00e1vrhy, ktor\u00e9 s\u00fa prisp\u00f4soben\u00e9 ich konkr\u00e9tnym informa\u010dn\u00fdm potreb\u00e1m a preferenci\u00e1m\u201c. Zd\u00e1 sa prirodzen\u00e9, \u017ee ve\u013ek\u00e9 komer\u010dn\u00e9 online slu\u017eby sa o ne za\u010dali \u010doraz viac zauj\u00edma\u0165.\u00a0(Zdroj: <a href=\"https:\/\/dl.acm.org\/doi\/proceedings\/10.1145\/1297231\">https:\/\/dl.acm.org\/doi\/proceedings\/10.1145\/1297231<\/a>)<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>\u00dazke prepojenie priemyslu a vedy sa prejavilo aj na 15. ro\u010dn\u00edku konferencie. Takmer polovica v\u0161etk\u00fdch prezent\u00e1ci\u00ed, a\u017e 25, poch\u00e1dzala priamo o sektoru priemyslu. Hlavn\u00fdmi predstavite\u013emi priemyslen\u00fdch spolo\u010dnost\u00ed boli AstraZeneca, Elsevier, Google, Facebook, Amazon a Netflix. Spolupr\u00e1ca priemyslu a univerz\u00edt bola zast\u00fapen\u00e1 vo viac ako 5 prezent\u00e1ci\u00e1ch.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>V minulosti sa konferencia na r\u00f4znych miestach po celom svete, ako napr\u00edklad Lausanne, New York, Barcelona, Chicago, Dublin, Hong Kong, Silicon Valley, Viede\u0148, Boston, Como, Vancouver, Koda\u0148. V roku 2020 sa pre pand\u00e9miu Covid-19 prv\u00fdkr\u00e1t uskuto\u010dnila online.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>V roku 2021 bola konferencia zorganizovan\u00e1 v hybridnom form\u00e1te, pri\u010dom \u010das\u0165 konferencie sa konala fyzicky v Amsterdame s obmedzen\u00fdm po\u010dtom \u00fa\u010dastn\u00edkov a \u010das\u0165 prebiehala online s vyu\u017eit\u00edm platformy na streamovanie, sledovanie a komunik\u00e1ciu s ostatn\u00fdmi \u00fa\u010dastn\u00edkmi, ktor\u00e1 bola vytvoren\u00e1 \u0161peci\u00e1lne pre konferenciu. Fyzick\u00e1 \u010das\u0165 konferencie trvala 5 dn\u00ed (od pondelka do piatku), online \u010das\u0165 trvala o nie\u010do dlh\u0161ie (od soboty do soboty).<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Celkovo bolo na konferencii viac ako 60 re\u010dn\u00edkov, z ktor\u00fdch asi polovica prezentovala na mieste a zvy\u0161ok virtu\u00e1lne. Okrem re\u010dn\u00edkov sa na nej z\u00fa\u010dastnilo aj viac ako 20 \u013eud\u00ed, ktor\u00ed prezentovali svoje v\u00fdsledky pomocou plag\u00e1tov a uk\u00e1\u017eok.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Ako to u\u017e na konferenci\u00e1ch b\u00fdva, po\u010das prest\u00e1vok na k\u00e1vu bolo ve\u013ea pr\u00edle\u017eitost\u00ed na spozn\u00e1vanie \u013eud\u00ed a&nbsp;budovanie nov\u00fdch kontaktov. Okrem toho sa konalo viacero spolo\u010densk\u00fdch podujat\u00ed pre online aj offline \u00fa\u010dastn\u00edkov, ako napr\u00edklad v\u00fdlety lo\u010fou po meste, karaoke noci na ZOOMe, rann\u00e9 behy a tak podobne.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>\u010co sa t\u00fdka konferenci\u00ed v nasleduj\u00facich rokoch, nie je \u013eahk\u00e9 predpoveda\u0165, \u010do n\u00e1m prinesie bud\u00facnos\u0165. M\u00f4\u017eem v\u0161ak poveda\u0165, \u017ee ak by bola mo\u017enos\u0165 z\u00fa\u010dastni\u0165 sa \u010fal\u0161ej konferencie na\u017eivo, ur\u010dite by som do toho i\u0161iel znova.<\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Ako doktorand na Kempelenovom in\u0161tit\u00fate inteligentn\u00fdch technol\u00f3gi\u00ed v Bratislave (KInIT) som sa z\u00fa\u010dastnil medzin\u00e1rodnej konferencie ACM venovanej odpor\u00fa\u010dac\u00edm syst\u00e9mom (RecSys) v Amsterdame. Syst\u00e9my odpor\u00fa\u010dan\u00ed, ktor\u00fdch hlavn\u00fdm \u00fa\u010delom je odpor\u00fa\u010da\u0165 obsah&#8230;<\/p>\n","protected":false},"author":26,"featured_media":13469,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[82,88],"tags":[175,374],"class_list":["post-13473","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-2021-sk","category-pop-science-sk","tag-conference-sk","tag-phd-at-kinit-sk"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Poh\u013ead za oponu medzin\u00e1rodnej konferencie RecSys o\u010dami \u00fa\u010dastn\u00edka - KInIT<\/title>\n<meta name=\"description\" content=\"PhD \u0161tudent z KInITu sa z\u00fa\u010dastnil konferencie Recsys v Amsterdame. 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