{"id":6370,"date":"2021-05-25T08:45:00","date_gmt":"2021-05-25T06:45:00","guid":{"rendered":"https:\/\/kinit.sk\/filter-bubbles-distort-reality-how-to-avoid-them-2\/"},"modified":"2021-05-19T16:45:50","modified_gmt":"2021-05-19T14:45:50","slug":"fake-news-fake-reviews-and-fake-users-how-to-discern-the-fakery-using-intelligent-methods","status":"publish","type":"post","link":"https:\/\/kinit.sk\/sk\/fake-news-fake-reviews-and-fake-users-how-to-discern-the-fakery-using-intelligent-methods\/","title":{"rendered":"Falo\u0161n\u00e9 spr\u00e1vy, falo\u0161n\u00e9 recenzie a falo\u0161n\u00ed pou\u017e\u00edvatelia: Ako odl\u00ed\u0161i\u0165 klamstvo inteligentn\u00fdmi met\u00f3dami"},"content":{"rendered":"<div id=\"\" class=\"element core-paragraph perex\">\n<p class=\"perex\">Dezinform\u00e1cie (falo\u0161n\u00e9 spr\u00e1vy) a antisoci\u00e1lne spr\u00e1vanie (ako hejtovanie \u010di trolovanie) s\u00fa pre digit\u00e1lne prostredie toxick\u00e9. Najm\u00e4 dnes potrebujeme online priestor, kde je mo\u017en\u00e9 z\u00edska\u0165 spo\u013eahliv\u00e9 a pravdiv\u00e9 inform\u00e1cie, ako sa aj bezpe\u010dne \u201cstret\u00e1va\u0165\u201d. Spojili sme preto sily s kolegami zo Slovensk\u00e1 technick\u00e1 univerzita, Univerzita Komensk\u00e9ho a Technick\u00e1 univerzita v Ko\u0161iciach a v spolo\u010dnej publik\u00e1ci\u00ed sme zosumarizovali niektor\u00e9 na\u0161e doteraj\u0161ie v\u00fdskumn\u00e9 aktivity, ktor\u00fdch cie\u013eom je tak\u00fdto ne\u017eiaduci obsah a neetick\u00fdch pou\u017e\u00edvate\u013eov charakterizova\u0165 a odha\u013eova\u0165.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>V na\u0161ich v\u00fdskumoch vyu\u017e\u00edvame inteligentn\u00e9 a znalostne orientovan\u00e9 met\u00f3dy, najm\u00e4 strojov\u00e9 u\u010denie, deep learning, spracovanie prirodzen\u00e9ho jazyka a dop\u013a\u0148ame ich met\u00f3dami, be\u017ene pou\u017e\u00edvan\u00fdmi v digit\u00e1lnych soci\u00e1lnych a humanitn\u00fdch ved\u00e1ch. Okrem in\u00e9ho, sme analyzovali aj \u010desko-slovensk\u00fa medi\u00e1lnu a partiz\u00e1nsku sc\u00e9nu, najm\u00e4 prepojenia medzi jednotliv\u00fdmi m\u00e9diami pomocou odkazov. Pre identifik\u00e1ciu pou\u017e\u00edvate\u013eov, pri ktor\u00fdch je najviac pravdepodobn\u00e9, \u017ee bud\u00fa zdie\u013ea\u0165 falo\u0161n\u00e9 spr\u00e1vy, sme zase sk\u00famali ich soci\u00e1lny kontext a vlastnosti zdie\u013ean\u00fdch textov.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Z na\u0161ich v\u00fdsledkov vyber\u00e1me:<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-list\">\n<ul class=\"wp-block-list\"><li>Partiz\u00e1nske m\u00e9di\u00e1 mo\u017eno odl\u00ed\u0161i\u0165 od tradi\u010dn\u00fdch aj na z\u00e1klade odkazovania medzi nimi<\/li><li>Na detekciu falo\u0161n\u00fdch \u00fa\u010dtov mo\u017eno vyu\u017ei\u0165 soci\u00e1lny kontext pou\u017e\u00edvate\u013ea, v\u00fdsledky s\u00fa v\u0161ak dom\u00e9novo z\u00e1visl\u00e9. Ich detekcia sa zna\u010dne zlep\u0161ila, ke\u010f boli pridan\u00e9 aj vlastnosti textu pr\u00edspevkov pou\u017e\u00edvate\u013eov.&nbsp;<\/li><li>Na detekciu falo\u0161n\u00fdch recenzi\u00ed sa n\u00e1m z r\u00f4znych testovan\u00fdch met\u00f3d najviac osved\u010dil model, ktor\u00fd vyu\u017e\u00edval na u\u010denie SVM (Support Vector Machine).<\/li><\/ul>\n<\/div>\n\n<div id=\"\" class=\"element core-image\">\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"500\" data-src=\"https:\/\/kinit.sk\/wp-content\/uploads\/2021\/05\/image-1024x500.png\" alt=\"\" class=\"wp-image-6362 lazyload\" data-srcset=\"https:\/\/kinit.sk\/wp-content\/uploads\/2021\/05\/image-1024x500.png 1024w, https:\/\/kinit.sk\/wp-content\/uploads\/2021\/05\/image-300x146.png 300w, https:\/\/kinit.sk\/wp-content\/uploads\/2021\/05\/image-768x375.png 768w, https:\/\/kinit.sk\/wp-content\/uploads\/2021\/05\/image.png 1156w\" data-sizes=\"(max-width: 1024px) 100vw, 1024px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/500;\" \/><figcaption>Ilustra\u010dn\u00fd obr\u00e1zok. Zdroj: <a href=\"https:\/\/www.europarl.europa.eu\/news\/sv\/press-room\/20191007IPR63550\/eu-to-take-action-against-fake-news-and-foreign-electoral-interference\">europarl.europa.eu<\/a><\/figcaption><\/figure>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>V <a href=\"https:\/\/kinit.sk\/publication\/addressing-false-information-and-abusive-language-in-digital-space-using-intelligent-approaches\/\">na\u0161ej pr\u00e1ci <\/a>nechceme by\u0165 arbitrom pravdy &#8211; klebety a r\u00f4zne n\u00e1zory s\u00fa s\u00fa\u010das\u0165ou slobody prejavu a demokracie a ako tak\u00e9 nemaj\u00fa by\u0165 obmedzovan\u00e9. V s\u00fa\u010dasnosti sme v\u0161ak svedkami informa\u010dnej vojny &#8211; preuk\u00e1zate\u013ene koordinovan\u00fdch akci\u00ed \u013eud\u00ed a botov, ktor\u00fdch jedin\u00fdm cie\u013eom je nar\u00fa\u0161a\u0165 d\u00f4veru v spolo\u010dnosti. Sme si vedom\u00ed, \u017ee tak\u00fdto boj sa ned\u00e1 vyhra\u0165 iba informatick\u00fdmi met\u00f3dami, aj ke\u010f v\u00fdrazne zefekt\u00edv\u0148uj\u00fa manu\u00e1lnu detekciu. Potrebn\u00e1 je tie\u017e spolupr\u00e1ca s \u010fal\u0161\u00edmi odborn\u00edkmi, ako s\u00fa novin\u00e1ri, u\u010ditelia a in\u00e9 kapacity vo verejnej a neziskovej sf\u00e9re.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p><strong>Full citation: <\/strong>Machova K. et al. (2021) Addressing False Information and Abusive Language in Digital Space Using Intelligent Approaches. In: Parali\u010d J., Sin\u010d\u00e1k P., Hartono P., Ma\u0159\u00edk V. (eds) Towards Digital Intelligence Society. DISA 2020. Advances in Intelligent Systems and Computing, vol 1281. Springer, Cham.<strong> <\/strong>https:\/\/doi.org\/10.1007\/978-3-030-63872-6_1<\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Dezinform\u00e1cie (falo\u0161n\u00e9 spr\u00e1vy) a antisoci\u00e1lne spr\u00e1vanie (ako hejtovanie \u010di trolovanie) s\u00fa pre digit\u00e1lne prostredie toxick\u00e9. Najm\u00e4 dnes potrebujeme online priestor, kde je mo\u017en\u00e9 z\u00edska\u0165 spo\u013eahliv\u00e9 a pravdiv\u00e9 inform\u00e1cie, ako sa&#8230;<\/p>\n","protected":false},"author":4,"featured_media":25087,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[78,82,83],"tags":[89,111,112],"class_list":["post-6370","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-web-user-data-processing-sk","category-2021-sk","category-news-sk","tag-fake-news","tag-disinformation-sk","tag-fake-news-2-sk"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Falo\u0161n\u00e9 spr\u00e1vy, falo\u0161n\u00e9 recenzie a falo\u0161n\u00ed pou\u017e\u00edvatelia: Ako odl\u00ed\u0161i\u0165 klamstvo inteligentn\u00fdmi met\u00f3dami - KInIT<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/kinit.sk\/sk\/fake-news-fake-reviews-and-fake-users-how-to-discern-the-fakery-using-intelligent-methods\/\" \/>\n<meta property=\"og:locale\" content=\"sk_SK\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Falo\u0161n\u00e9 spr\u00e1vy, falo\u0161n\u00e9 recenzie a falo\u0161n\u00ed pou\u017e\u00edvatelia: Ako odl\u00ed\u0161i\u0165 klamstvo inteligentn\u00fdmi met\u00f3dami - KInIT\" \/>\n<meta property=\"og:description\" content=\"Dezinform\u00e1cie (falo\u0161n\u00e9 spr\u00e1vy) a antisoci\u00e1lne spr\u00e1vanie (ako hejtovanie \u010di trolovanie) s\u00fa pre digit\u00e1lne prostredie toxick\u00e9. 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