{"id":608,"date":"2025-05-21T09:39:50","date_gmt":"2025-05-21T07:39:50","guid":{"rendered":"https:\/\/altaml.upjs.sk\/?p=608"},"modified":"2025-05-28T14:05:55","modified_gmt":"2025-05-28T12:05:55","slug":"workshop-analyza-sudnych-rozhodnuti-pomocou-dat-a-strojoveho-ucenia","status":"publish","type":"post","link":"https:\/\/altaml.upjs.sk\/en\/news\/workshop-analyza-sudnych-rozhodnuti-pomocou-dat-a-strojoveho-ucenia\/","title":{"rendered":"Workshop: Anal\u00fdza s\u00fadnych rozhodnut\u00ed pomocou d\u00e1t a strojov\u00e9ho u\u010denia"},"content":{"rendered":"

D\u0148a 14. m\u00e1ja 2025<\/strong> sa v r\u00e1mci projektu AltamL (ALTAML-09I05-03-V02-00049)<\/strong> uskuto\u010dnil workshop s n\u00e1zvom \u201eAnal\u00fdza s\u00fadnych rozhodnut\u00ed\u201c<\/strong>, ktor\u00fd viedli D\u00e1vid Varga<\/strong> a Simona Rudohradsk\u00e1<\/strong>.<\/p>\n\n\n\n

\u00da\u010dastn\u00edci sa po\u010das workshopu obozn\u00e1mili s t\u00fdm, ako je mo\u017en\u00e9 vyu\u017e\u00edva\u0165 d\u00e1tov\u00fa analytiku a met\u00f3dy strojov\u00e9ho u\u010denia<\/strong>pri sk\u00faman\u00ed s\u00fadnych rozhodnut\u00ed. \u0160peci\u00e1lny d\u00f4raz bol kladen\u00fd na grafov\u00e9 \u0161trukt\u00fary<\/strong>, ktor\u00e9 umo\u017e\u0148uj\u00fa reprezentova\u0165 jednotliv\u00e9 rozhodnutia ako uzly a vizualizova\u0165 ich vz\u00e1jomn\u00e9 vz\u0165ahy.<\/p>\n\n\n\n

 <\/h3>\n\n\n\n

\u010co si \u00fa\u010dastn\u00edci vysk\u00fa\u0161ali:<\/h3>\n\n\n\n
    \n

  • Reprezent\u00e1ciu rozhodnut\u00ed ako grafu<\/strong> a kategoriz\u00e1ciu t\u00fdchto d\u00e1t.<\/p><\/li>\n\n\n\n

  • Vizualiz\u00e1ciu vz\u0165ahov<\/strong> medzi rozhodnutiami pomocou grafov\u00fdch modelov.<\/p><\/li>\n\n\n\n

  • Identifik\u00e1ciu anom\u00e1lnych alebo ne\u0161tandardn\u00fdch rozhodnut\u00ed<\/strong> pomocou tzv. outlier detection \u2013 teda vyh\u013ead\u00e1vania v\u00fdrazne odli\u0161n\u00fdch rozhodnut\u00ed na z\u00e1klade atrib\u00fatov a vz\u0165ahov v grafe.<\/p><\/li>\n<\/ul>\n\n\n\n

    \n
    \"\"<\/figure>\n\n\n\n
    \"\"<\/figure>\n<\/div>\n\n\n\n

    Z\u00e1ver workshopu patril praktickej uk\u00e1\u017eke met\u00f3dy COIN (Contextual Outlier Interpretation)<\/strong>, ktor\u00e1 umo\u017e\u0148uje podrobnej\u0161ie vysvetli\u0165, pre\u010do bol ur\u010dit\u00fd s\u00fadny dokument vyhodnoten\u00fd ako anom\u00e1lia.<\/p>\n\n\n\n

    Pre koho bol workshop ur\u010den\u00fd?<\/h3>\n\n\n\n

    Podujatie bolo zameran\u00e9 na \u0161tudentov, v\u00fdskumn\u00edkov a odborn\u00edkov so z\u00e1ujmom o pr\u00e1vo<\/strong>, d\u00e1tov\u00fa analytiku<\/strong> a spracovanie prirodzen\u00e9ho jazyka<\/strong>. Workshop op\u00e4\u0165 potvrdil, \u017ee prep\u00e1janie pr\u00e1vnej anal\u00fdzy s modern\u00fdmi technol\u00f3giami m\u00e1 potenci\u00e1l prinies\u0165 hodnotn\u00e9 poznatky a posilni\u0165 efektivitu aj transparentnos\u0165 pr\u00e1vnych rozhodovac\u00edch procesov.<\/p>","protected":false},"excerpt":{"rendered":"

    D\u0148a 14. m\u00e1ja 2025 sa v r\u00e1mci projektu AltamL (ALTAML-09I05-03-V02-00049) uskuto\u010dnil workshop s n\u00e1zvom \u201eAnal\u00fdza s\u00fadnych rozhodnut\u00ed\u201c, ktor\u00fd viedli D\u00e1vid Varga a Simona Rudohradsk\u00e1. \u00da\u010dastn\u00edci sa po\u010das workshopu obozn\u00e1mili s t\u00fdm, ako je mo\u017en\u00e9 vyu\u017e\u00edva\u0165 d\u00e1tov\u00fa analytiku a met\u00f3dy strojov\u00e9ho u\u010deniapri sk\u00faman\u00ed s\u00fadnych rozhodnut\u00ed. \u0160peci\u00e1lny d\u00f4raz bol kladen\u00fd na grafov\u00e9 \u0161trukt\u00fary, ktor\u00e9 umo\u017e\u0148uj\u00fa reprezentova\u0165 jednotliv\u00e9 […]<\/p>\n","protected":false},"author":39,"featured_media":610,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[15],"tags":[],"class_list":["post-608","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news"],"_links":{"self":[{"href":"https:\/\/altaml.upjs.sk\/en\/wp-json\/wp\/v2\/posts\/608","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/altaml.upjs.sk\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/altaml.upjs.sk\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/altaml.upjs.sk\/en\/wp-json\/wp\/v2\/users\/39"}],"replies":[{"embeddable":true,"href":"https:\/\/altaml.upjs.sk\/en\/wp-json\/wp\/v2\/comments?post=608"}],"version-history":[{"count":10,"href":"https:\/\/altaml.upjs.sk\/en\/wp-json\/wp\/v2\/posts\/608\/revisions"}],"predecessor-version":[{"id":632,"href":"https:\/\/altaml.upjs.sk\/en\/wp-json\/wp\/v2\/posts\/608\/revisions\/632"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/altaml.upjs.sk\/en\/wp-json\/wp\/v2\/media\/610"}],"wp:attachment":[{"href":"https:\/\/altaml.upjs.sk\/en\/wp-json\/wp\/v2\/media?parent=608"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/altaml.upjs.sk\/en\/wp-json\/wp\/v2\/categories?post=608"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/altaml.upjs.sk\/en\/wp-json\/wp\/v2\/tags?post=608"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}