{"id":30654,"date":"2024-01-11T12:38:53","date_gmt":"2024-01-11T11:38:53","guid":{"rendered":"https:\/\/kinit.sk\/phd-themes-2024-human-ai-collaboration-in-dataset-creation\/"},"modified":"2024-01-15T14:19:51","modified_gmt":"2024-01-15T13:19:51","slug":"phd-temy-2024-spolupraca-cloveka-a-umelej-inteligencie-na-tvorbe-datovych-vzoriek","status":"publish","type":"post","link":"https:\/\/kinit.sk\/sk\/phd-temy-2024-spolupraca-cloveka-a-umelej-inteligencie-na-tvorbe-datovych-vzoriek\/","title":{"rendered":"PhD T\u00e9my 2024: Spolupr\u00e1ca \u010dloveka a umelej inteligencie na tvorbe d\u00e1tov\u00fdch vzoriek"},"content":{"rendered":"<div id=\"\" class=\"element core-paragraph\">\n<p><strong>\u0160kolite\u013e:<\/strong> <a href=\"http:\/\/kinit.sk\/member\/jakub-simko\/\">Jakub \u0160imko<\/a> (UPGM \u00dastav po\u010d\u00edta\u010dov\u00e9 grafiky a multim\u00e9di\u00ed)<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Modely vytv\u00e1ran\u00e9 strojov\u00fdm u\u010den\u00edm m\u00f4\u017eu by\u0165 len tak dobr\u00e9, ak\u00e9 dobr\u00e9 s\u00fa d\u00e1ta, ktor\u00e9 pou\u017eijeme na ich tr\u00e9novanie. Aj preto sa v\u00fdskumn\u00edci a in\u017einieri sna\u017eia z\u00edskava\u0165 \u010do najlep\u0161ie tr\u00e9novacie d\u00e1ta. Nie je pritom zriedkav\u00e9 vynaklada\u0165 zna\u010dn\u00e9 \u013eudsk\u00e9 \u00fasilie (pri \u010disten\u00ed \u010di anotovan\u00ed) s cie\u013eom dosiahnu\u0165 potrebn\u00fa v\u0161eobecn\u00fa kvalitu. Niekedy je v\u0161ak \u0165a\u017ek\u00e9, pr\u00edpadne nemo\u017en\u00e9 dostato\u010dne pripravi\u0165 vzorku d\u00e1t.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>V tak\u00fdchto pr\u00edpadoch m\u00f4\u017eu pom\u00f4c\u0165 rie\u0161enia zalo\u017een\u00e9 na princ\u00edpe \u201c\u010dlovek v procese\u201d (angl. human in the loop), ktor\u00fd vyu\u017e\u00edva \u013eudsk\u00e9 \u00fasilie na vylep\u0161ovanie strojovo nau\u010den\u00fdch modelov prostredn\u00edctvom \u013eudsk\u00fdch z\u00e1sahov priamo po\u010das tr\u00e9novania a\/alebo po\u010das nasadenia modelov (napr. sp\u00e4tn\u00e1 v\u00e4zba pri automatickom preklade). Tieto rie\u0161enia s\u00fa \u0161peci\u00e1lne u\u017eito\u010dn\u00e9 pri cielen\u00fdch zlep\u0161eniach tr\u00e9novac\u00edch d\u00e1t prostredn\u00edctvom identifik\u00e1cie a rie\u0161enia sporn\u00fdch pr\u00edpadov.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Pr\u00edstupy s \u010dlovekom procese zah\u0155\u0148aj\u00fa pestr\u00fa paletu techn\u00edk z oblast\u00ed ako akt\u00edvne a interakt\u00edvne u\u010denie, \u013eudsk\u00e9 po\u010d\u00edtanie \u010di \u010derpanie z davu (spolu s motiva\u010dn\u00fdmi sch\u00e9mami ako gamifik\u00e1cia a hry s \u00fa\u010delom). S n\u00e1stupom ve\u013ek\u00fdch jazykov\u00fdch modelov sa tie\u017e otv\u00e1raj\u00fa mo\u017enosti vyu\u017ei\u0165 tieto techniky pri generovan\u00ed ve\u013ek\u00fdch syntetick\u00fdch tr\u00e9novac\u00edch s\u00e1d s relat\u00edvne mal\u00fdm \u013eudsk\u00fdm \u00fasil\u00edm.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Aplika\u010dn\u00e9 dom\u00e9ny s\u00fa predov\u0161etk\u00fdm tie s ve\u013ekou mierou heterogenity a nest\u00e1losti. Tak\u00e9to dom\u00e9ny zah\u0155\u0148aj\u00fa napr\u00edklad aj detekciu falo\u0161n\u00fdch inform\u00e1ci\u00ed, \u0161\u00edrenie inform\u00e1ci\u00ed online (vr\u00e1tane \u0161\u00edrenia narat\u00edvov a m\u00e9mov), auditovanie algoritmov soci\u00e1lnych m\u00e9di\u00ed a ich tendenci\u00ed \u0161\u00edri\u0165 dezinform\u00e1cie, podpora manu\u00e1lneho\/automatick\u00e9ho overovania inform\u00e1ci\u00ed (fact-checking) a \u010fal\u0161ie.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>S\u00favisiace publik\u00e1cie:<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-list\">\n<ul class=\"wp-block-list\"><div id=\"\" class=\"element core-list-item\">\n<li>Cegin, J., Simko, J. and Brusilovsky, P., 2023. ChatGPT to Replace Crowdsourcing of Paraphrases for Intent Classification: Higher Diversity and Comparable Model Robustness. Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing <a href=\"https:\/\/arxiv.org\/pdf\/2305.12947.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/arxiv.org\/pdf\/2305.12947.pdf<\/a>&nbsp;<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>J. \u0160imko and M. Bielikov\u00e1. Semantic Acquisition Games: Harnessing Manpower for Creating Semantics. 1st Edition. Springer Int. Publ. Switzerland. 150 p. <a href=\"https:\/\/link.springer.com\/book\/10.1007\/978-3-319-06115-3\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/link.springer.com\/book\/10.1007\/978-3-319-06115-3<\/a>&nbsp;<\/li>\n<\/div><\/ul>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>V\u00fdskum bude doktorand vykon\u00e1va\u0165 v r\u00e1mci Kempelenovho in\u0161tit\u00fatu inteligentn\u00fdch technol\u00f3gi\u00ed (KInIT, <a href=\"https:\/\/kinit.sk\/\">https:\/\/kinit.sk<\/a>) v Bratislave v spolupr\u00e1ci s priemyseln\u00fdmi partnermi alebo v\u00fdskumn\u00edkmi zo svetovo uzn\u00e1van\u00fdch v\u00fdskumn\u00fdch skup\u00edn. Predpoklad\u00e1 sa kombinovan\u00e1 (extern\u00e1) forma \u0161t\u00fadia a pracovn\u00fd pomer na pln\u00fd \u00fav\u00e4zok v KInIT.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-buttons\">\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-16018d1d wp-block-buttons-is-layout-flex\"><div id=\"\" class=\"element core-button\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/kinit.sk\/sk\/education-training\/doctoral-studies\/phd-kinit-expression-of-interest-form\/\"><em>Apply now<\/em><\/a><\/div>\n<\/div>\n\n<div id=\"\" class=\"element core-button\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/kinit.sk\/sk\/education-training\/doctoral-studies\/\"><em>Learn more about PhD at KInIT<\/em><\/a><\/div>\n<\/div><\/div>\n<\/div>\n\n<div id=\"supervising-team\" class=\"element acf-mentors-popup\">\n<section id=\"supervising-team\" class=\"block-mentors mentors-popup \" >\n\t<div class=\"wrapper-out\">\n\t\t<div class=\"wrapper-in\">\n\t\t\t<div class=\"in cf\">\n\t\t\t\t<div class=\"element-inner\">\n\t\t\t\t\t<div class=\"headline\"><h2>T\u00edm \u0161kolite\u013eov<\/h2><\/div>                    <div class=\"mentors-wrap\">\n                        \t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n                                <div class=\"mentor\">\n\t\t\t\t\t\t\t\t\t<a href=\"#\">\n\t\t\t\t\t\t\t\t\t\t \n                                                    <div class=\"picture\">\n                                                        <img decoding=\"async\" data-src=\"https:\/\/kinit.sk\/wp-content\/uploads\/2021\/10\/simko-jakub-web_51330185419_o-255x341.jpg\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 255px; --smush-placeholder-aspect-ratio: 255\/341;\">\n                                                                                                            <\/div>\n                                                \t\t\t\t\t\t\t\t\t\t<span class=\"title\">Jakub \u0160imko<\/span>\t\t\t\t\t\t\t\t\t\t<span class=\"position\">Lead researcher, KInIT<\/span>\t\t\t\t\t\t\t\t\t\t<span class=\"more\">Viac info<\/span>\n\t\t\t\t\t\t\t\t\t<\/a>\n                                    <div class=\"mentor-popup\">\n                                        <div class=\"flex\">\n                                            <div class=\"inner\">\n                                                <a href=\"#\" class=\"close\">Close<\/a>\n                                                 \n                                                    <div class=\"picture\">\n                                                        <img decoding=\"async\" data-src=\"https:\/\/kinit.sk\/wp-content\/uploads\/2021\/10\/simko-jakub-web_51330185419_o-255x341.jpg\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 255px; --smush-placeholder-aspect-ratio: 255\/341;\">\n                                                                                                            <\/div>\n                                                                                                <span class=\"title\">Jakub \u0160imko<\/span>                                                <span class=\"position\">Lead researcher, KInIT<\/span>                                                <div id=\"\" class=\"element core-paragraph\">\n<p>Jakub \u0160imko is an expert researcher at KInIT, where he also leads the Web and User Data Processing team. Jakub focuses on the intersection of human computation, machine learning and user modeling. He has recently been working on social media algorithm auditing, misinformation modeling and promotes interdisciplinary approaches to computer science research. He graduated from Slovak University of Technology in Bratislava, where, after receiving his PhD, he worked for 7 years as a researcher and teacher. He co-authored more than 30 internationally recognized publications, together receiving more than 350 citations.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-buttons\">\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\"><div id=\"\" class=\"element core-button\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link\" href=\"https:\/\/kinit.sk\/member\/jakub-simko\/\">Profile<\/a><\/div>\n<\/div><\/div>\n<\/div>                                            <\/div>                                         \n                                        <\/div>                                      \n                                    <\/div>\n                                    \n                                <\/div>\t\t\n                                <div class=\"overlay-mentor\"><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n                                <div class=\"mentor\">\n\t\t\t\t\t\t\t\t\t<a href=\"#\">\n\t\t\t\t\t\t\t\t\t\t \n                                                    <div class=\"picture\">\n                                                        <img decoding=\"async\" data-src=\"https:\/\/kinit.sk\/wp-content\/uploads\/2021\/02\/PBrusilovsky_new-255x341.jpg\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 255px; --smush-placeholder-aspect-ratio: 255\/341;\">\n                                                                                                            <\/div>\n                                                \t\t\t\t\t\t\t\t\t\t<span class=\"title\">Peter Brusilovsky<\/span>\t\t\t\t\t\t\t\t\t\t<span class=\"position\">Professor, University of Pittsburgh, USA<\/span>\t\t\t\t\t\t\t\t\t\t<span class=\"more\">Viac info<\/span>\n\t\t\t\t\t\t\t\t\t<\/a>\n                                    <div class=\"mentor-popup\">\n                                        <div class=\"flex\">\n                                            <div class=\"inner\">\n                                                <a href=\"#\" class=\"close\">Close<\/a>\n                                                 \n                                                    <div class=\"picture\">\n                                                        <img decoding=\"async\" data-src=\"https:\/\/kinit.sk\/wp-content\/uploads\/2021\/02\/PBrusilovsky_new-255x341.jpg\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 255px; --smush-placeholder-aspect-ratio: 255\/341;\">\n                                                                                                            <\/div>\n                                                                                                <span class=\"title\">Peter Brusilovsky<\/span>                                                <span class=\"position\">Professor, University of Pittsburgh, USA<\/span>                                                <div id=\"\" class=\"element core-paragraph\">\n<p>Peter Brusilovsky is a Professor at the School of Computing and Information,&nbsp;University of Pittsburgh, where he directs the Personalized Adaptive Web Systems (PAWS) lab. His research is focused on user-centered intelligent systems in the areas of adaptive learning, recommender systems, and personalized health. He is a recipient of Alexander von Humboldt Fellowship, NSF CAREER Award, and Fulbright-Nokia Distinguished Chair. Peter served as the Editor-in-Chief of IEEE&nbsp; Trans. on Learning Technologies, and a program chair for several conferences including RecSys.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p><a href=\"https:\/\/scholar.google.com\/citations?user=s6RpNfAAAAAJ&amp;hl=en&amp;oi=ao\" target=\"_blank\" rel=\"noreferrer noopener\">Google Scholar h-index &#8211; 88 (01\/2026)<\/a><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p><a href=\"https:\/\/kinit.sk\/sk\/meet-peter-brusilovsky-kinit-external-mentor\/\">Meet Peter Brusilovsky<\/a><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-buttons\">\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\"><div id=\"\" class=\"element core-button\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"http:\/\/www.pitt.edu\/~peterb\/\" target=\"_blank\" rel=\"noreferrer noopener\">Profile<\/a><\/div>\n<\/div><\/div>\n<\/div>                                            <\/div>                                         \n                                        <\/div>                                      \n                                    <\/div>\n                                    \n                                <\/div>\t\t\n                                <div class=\"overlay-mentor\"><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n                                <div class=\"mentor\">\n\t\t\t\t\t\t\t\t\t<a href=\"#\">\n\t\t\t\t\t\t\t\t\t\t \n                                                    <div class=\"picture\">\n                                                        <img decoding=\"async\" data-src=\"https:\/\/kinit.sk\/wp-content\/uploads\/2021\/02\/jkosecka-headshot2_new-255x341.jpg\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 255px; --smush-placeholder-aspect-ratio: 255\/341;\">\n                                                                                                            <\/div>\n                                                \t\t\t\t\t\t\t\t\t\t<span class=\"title\">Jana Kosecka<\/span>\t\t\t\t\t\t\t\t\t\t<span class=\"position\">Professor, George Mason University, USA<\/span>\t\t\t\t\t\t\t\t\t\t<span class=\"more\">Viac info<\/span>\n\t\t\t\t\t\t\t\t\t<\/a>\n                                    <div class=\"mentor-popup\">\n                                        <div class=\"flex\">\n                                            <div class=\"inner\">\n                                                <a href=\"#\" class=\"close\">Close<\/a>\n                                                 \n                                                    <div class=\"picture\">\n                                                        <img decoding=\"async\" data-src=\"https:\/\/kinit.sk\/wp-content\/uploads\/2021\/02\/jkosecka-headshot2_new-255x341.jpg\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 255px; --smush-placeholder-aspect-ratio: 255\/341;\">\n                                                                                                            <\/div>\n                                                                                                <span class=\"title\">Jana Kosecka<\/span>                                                <span class=\"position\">Professor, George Mason University, USA<\/span>                                                <div id=\"\" class=\"element core-paragraph\">\n<p>Jana Kosecka is a Professor at the George Mason University. She is interested in computational models of vision systems, acquisition of static and dynamic models of environments by means of visual sensing, high-level semantic scene understanding and human-computer interaction. She held visiting positions at UC Berkeley, Stanford University, Google and Nokia Research, and served as Program chair, Area chair or senior member of editorial board for&nbsp; leading conferences in the field CVPR, ICCV, ICRA.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Jana is currently mentor of our PhD student: <a href=\"https:\/\/kinit.sk\/member\/ivana-benova\/\">Ivana Be\u0148ov\u00e1<\/a><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p><a href=\"https:\/\/scholar.google.com\/citations?user=sQ6l4sMAAAAJ&amp;hl=en&amp;oi=ao\" target=\"_blank\" rel=\"noreferrer noopener\">Google Scholar h-index &#8211; 52 (01\/2026)<\/a><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p><a href=\"https:\/\/kinit.sk\/sk\/meet-jana-kosecka-kinit-external-mentor\/\">Meet Jana Kosecka<\/a><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-buttons\">\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\"><div id=\"\" class=\"element core-button\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/cs.gmu.edu\/~kosecka\/\" target=\"_blank\" rel=\"noreferrer noopener\">Profile<\/a><\/div>\n<\/div><\/div>\n<\/div>                                            <\/div>                                         \n                                        <\/div>                                      \n                                    <\/div>\n                                    \n                                <\/div>\t\t\n                                <div class=\"overlay-mentor\"><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n                                <div class=\"mentor\">\n\t\t\t\t\t\t\t\t\t<a href=\"#\">\n\t\t\t\t\t\t\t\t\t\t \n                                                    <div class=\"picture\">\n                                                        <img decoding=\"async\" data-src=\"https:\/\/kinit.sk\/wp-content\/uploads\/2022\/01\/MicrosoftTeams-image-5.png\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 183px; --smush-placeholder-aspect-ratio: 183\/247;\">\n                                                                                                            <\/div>\n                                                \t\t\t\t\t\t\t\t\t\t<span class=\"title\">Peter Dolog<\/span>\t\t\t\t\t\t\t\t\t\t<span class=\"position\">Associate Professor, Aalborg University, Denmark<\/span>\t\t\t\t\t\t\t\t\t\t<span class=\"more\">Viac info<\/span>\n\t\t\t\t\t\t\t\t\t<\/a>\n                                    <div class=\"mentor-popup\">\n                                        <div class=\"flex\">\n                                            <div class=\"inner\">\n                                                <a href=\"#\" class=\"close\">Close<\/a>\n                                                 \n                                                    <div class=\"picture\">\n                                                        <img decoding=\"async\" data-src=\"https:\/\/kinit.sk\/wp-content\/uploads\/2022\/01\/MicrosoftTeams-image-5.png\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 183px; --smush-placeholder-aspect-ratio: 183\/247;\">\n                                                                                                            <\/div>\n                                                                                                <span class=\"title\">Peter Dolog<\/span>                                                <span class=\"position\">Associate Professor, Aalborg University, Denmark<\/span>                                                <div id=\"\" class=\"element core-paragraph\">\n<p>Peter Dolog is an Associate Professor at the Department of Computer Science, Aalborg University, Denmark. His current research interests include machine learning and data mining in the areas of user behavior analysis and prediction, recommender systems, preference learning, and personalization. Peter is a senior member of ACM, served as a senior program commitee member of AI related conferences as well as a general chair of UMAP, HT and Web Engineering conferences. <\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p><a href=\"https:\/\/scholar.google.com\/citations?user=gCafUI0AAAAJ\" target=\"_blank\" rel=\"noreferrer noopener\">Google Scholar h-index &#8211; 33 (01\/2026)<\/a><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p><a href=\"https:\/\/kinit.sk\/sk\/meet-peter-dolog-kinit-external-mentor\/\">Meet Peter Dolog<\/a><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-buttons\">\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\"><div id=\"\" class=\"element core-button\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/peterdolog.wordpress.com\/\">Profile<\/a><\/div>\n<\/div><\/div>\n<\/div>                                            <\/div>                                         \n                                        <\/div>                                      \n                                    <\/div>\n                                    \n                                <\/div>\t\t\n                                <div class=\"overlay-mentor\"><\/div>\n\t\t\t\t\t\t                    <\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/section> \n<\/div>","protected":false},"excerpt":{"rendered":"<p>\u0160kolite\u013e: Jakub \u0160imko (UPGM \u00dastav po\u010d\u00edta\u010dov\u00e9 grafiky a multim\u00e9di\u00ed) Modely vytv\u00e1ran\u00e9 strojov\u00fdm u\u010den\u00edm m\u00f4\u017eu by\u0165 len tak dobr\u00e9, ak\u00e9 dobr\u00e9 s\u00fa d\u00e1ta, ktor\u00e9 pou\u017eijeme na ich tr\u00e9novanie. Aj preto sa&#8230;<\/p>\n","protected":false},"author":26,"featured_media":30625,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[67],"tags":[116,374],"class_list":["post-30654","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized-sk","tag-phd-sk","tag-phd-at-kinit-sk"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>PhD T\u00e9my 2024: Spolupr\u00e1ca \u010dloveka a umelej inteligencie na tvorbe d\u00e1tov\u00fdch vzoriek - KInIT<\/title>\n<meta name=\"description\" content=\"Modely vytv\u00e1ran\u00e9 strojov\u00fdm u\u010den\u00edm m\u00f4\u017eu by\u0165 len tak dobr\u00e9, ak\u00e9 dobr\u00e9 s\u00fa d\u00e1ta, ktor\u00e9 pou\u017eijeme na ich tr\u00e9novanie. 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Niekedy je v\u0161ak \u0165a\u017ek\u00e9, pr\u00edpadne nemo\u017en\u00e9 dostato\u010dne pripravi\u0165 vzorku d\u00e1t.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/kinit.sk\/sk\/phd-temy-2024-spolupraca-cloveka-a-umelej-inteligencie-na-tvorbe-datovych-vzoriek\/\" \/>\n<meta property=\"og:site_name\" content=\"KInIT\" \/>\n<meta property=\"article:published_time\" content=\"2024-01-11T11:38:53+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-01-15T13:19:51+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/kinit.sk\/wp-content\/uploads\/2024\/01\/1_Header1_Research_Teams-Edit2-scaled.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2560\" \/>\n\t<meta property=\"og:image:height\" content=\"1093\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Marianna Palkova\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@kinit\" \/>\n<meta name=\"twitter:site\" content=\"@kinit\" \/>\n<meta name=\"twitter:label1\" content=\"Autor\" \/>\n\t<meta name=\"twitter:data1\" content=\"Marianna Palkova\" \/>\n\t<meta name=\"twitter:label2\" content=\"Predpokladan\u00fd \u010das \u010d\u00edtania\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 min\u00faty\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/phd-temy-2024-spolupraca-cloveka-a-umelej-inteligencie-na-tvorbe-datovych-vzoriek\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/phd-temy-2024-spolupraca-cloveka-a-umelej-inteligencie-na-tvorbe-datovych-vzoriek\\\/\"},\"author\":{\"name\":\"Marianna Palkova\",\"@id\":\"https:\\\/\\\/kinit.sk\\\/#\\\/schema\\\/person\\\/8b175aaaf3267b5bbbbb97e4a6db8cea\"},\"headline\":\"PhD T\u00e9my 2024: Spolupr\u00e1ca \u010dloveka a umelej inteligencie na tvorbe d\u00e1tov\u00fdch vzoriek\",\"datePublished\":\"2024-01-11T11:38:53+00:00\",\"dateModified\":\"2024-01-15T13:19:51+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/phd-temy-2024-spolupraca-cloveka-a-umelej-inteligencie-na-tvorbe-datovych-vzoriek\\\/\"},\"wordCount\":493,\"image\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/phd-temy-2024-spolupraca-cloveka-a-umelej-inteligencie-na-tvorbe-datovych-vzoriek\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/kinit.sk\\\/wp-content\\\/uploads\\\/2024\\\/01\\\/1_Header1_Research_Teams-Edit2-scaled.jpg\",\"keywords\":[\"PhD\",\"PhD at KInIT\"],\"articleSection\":[\"Uncategorized @sk\"],\"inLanguage\":\"sk-SK\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/phd-temy-2024-spolupraca-cloveka-a-umelej-inteligencie-na-tvorbe-datovych-vzoriek\\\/\",\"url\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/phd-temy-2024-spolupraca-cloveka-a-umelej-inteligencie-na-tvorbe-datovych-vzoriek\\\/\",\"name\":\"PhD T\u00e9my 2024: Spolupr\u00e1ca \u010dloveka a umelej inteligencie na tvorbe d\u00e1tov\u00fdch vzoriek - KInIT\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/phd-temy-2024-spolupraca-cloveka-a-umelej-inteligencie-na-tvorbe-datovych-vzoriek\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/phd-temy-2024-spolupraca-cloveka-a-umelej-inteligencie-na-tvorbe-datovych-vzoriek\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/kinit.sk\\\/wp-content\\\/uploads\\\/2024\\\/01\\\/1_Header1_Research_Teams-Edit2-scaled.jpg\",\"datePublished\":\"2024-01-11T11:38:53+00:00\",\"dateModified\":\"2024-01-15T13:19:51+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/#\\\/schema\\\/person\\\/8b175aaaf3267b5bbbbb97e4a6db8cea\"},\"description\":\"Modely vytv\u00e1ran\u00e9 strojov\u00fdm u\u010den\u00edm m\u00f4\u017eu by\u0165 len tak dobr\u00e9, ak\u00e9 dobr\u00e9 s\u00fa d\u00e1ta, ktor\u00e9 pou\u017eijeme na ich tr\u00e9novanie. 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