{"id":42095,"date":"2026-04-28T08:00:00","date_gmt":"2026-04-28T06:00:00","guid":{"rendered":"https:\/\/kinit.sk\/?p=42095"},"modified":"2026-04-28T11:33:36","modified_gmt":"2026-04-28T09:33:36","slug":"esprit-rozlisenie-geografickej-hierarchie-v-planovacich-dokumentoch","status":"publish","type":"post","link":"https:\/\/kinit.sk\/sk\/esprit-rozlisenie-geografickej-hierarchie-v-planovacich-dokumentoch\/","title":{"rendered":"Esprit: Rozl\u00ed\u0161enie geografickej hierarchie v pl\u00e1novac\u00edch dokumentoch"},"content":{"rendered":"<div id=\"\" class=\"element core-list\">\n<ul class=\"wp-block-list\"><div id=\"\" class=\"element core-list-item\">\n<li><strong>N\u00e1zov projektu:<\/strong> Extrakcia geografick\u00fdch \u00fadajov zo slovensk\u00fdch dokumentov<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li><strong>Trvanie projektu<\/strong>: Apr\u00edl 2024 &#8211; J\u00fal 2024<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li><strong>Partner<\/strong>: Esprit<\/li>\n<\/div><\/ul>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Hlavnou \u00falohou bolo vytvori\u0165 prototyp algoritmu na extrakciu geografick\u00fdch inform\u00e1ci\u00ed z dokumentov s \u00fazemn\u00fdmi pl\u00e1nmi. Extrakcia bola zameran\u00e1 na konkr\u00e9tne administrat\u00edvne a katastr\u00e1lne entity z textu z\u00edskan\u00e9ho z PDF dokumentov, vr\u00e1tane krajov, okresov, obc\u00ed, katastr\u00e1lnych \u00fazem\u00ed a parciel. V\u00fdzva presahovala jednoduch\u00fa extrakciu textu, ke\u010f\u017ee zah\u0155\u0148ala aj rie\u0161enie nejednozna\u010dnost\u00ed v geografick\u00fdch odkazoch. Viacer\u00e9 obce na Slovensku maj\u00fa rovnak\u00e9 meno, \u010do si vy\u017eadovalo spr\u00e1vne priradi\u0165 ka\u017ed\u00fa obec k pr\u00edslu\u0161n\u00e9mu administrat\u00edvnemu okresu alebo kraju a ur\u010di\u0165 \u00fapln\u00fa geografick\u00fa hierarchiu, aj ke\u010f jej \u010dasti neboli v dokumente explicitne uveden\u00e9. Pri extrakcii parciel s\u00fa na Slovensku v s\u00fa\u010dasnosti v pou\u017e\u00edvan\u00ed dva odli\u0161n\u00e9 syst\u00e9my ozna\u010dovania, pri\u010dom algoritmus musel rozl\u00ed\u0161i\u0165 medzi nimi a priradi\u0165 ka\u017ed\u00fa parcelu k spr\u00e1vnemu typu ozna\u010denia.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-heading\">\n<h3 class=\"wp-block-heading\"><strong>Ako sme to rie\u0161ili<\/strong><\/h3>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Prototyp bol navrhnut\u00fd tak, aby zvl\u00e1dol \u0161pecifick\u00e9 zlo\u017eitosti extrakcie geografick\u00fdch \u00fadajov z dokumentov \u00fazemn\u00e9ho pl\u00e1novania. Rie\u0161enie sa s\u00fastredilo na nieko\u013eko k\u013e\u00fa\u010dov\u00fdch oblast\u00ed:<\/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><strong>Rozl\u00ed\u0161enie geografickej hierarchie: <\/strong>Algoritmus bol vytvoren\u00fd tak, aby ur\u010dil \u00fapln\u00fa administrat\u00edvnu hierarchiu lokality, kraj, okres, obec, aj v pr\u00edpade, \u017ee niektor\u00e9 \u00farovne v zdrojovom dokumente ch\u00fdbali.<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li><strong>Dezambigu\u00e1cia obc\u00ed: <\/strong>Vzh\u013eadom na to, \u017ee viacer\u00e9 obce na Slovensku maj\u00fa rovnak\u00e9 meno, algoritmus rie\u0161i nejednozna\u010dnos\u0165 priraden\u00edm ka\u017edej obce k spr\u00e1vnemu administrat\u00edvnemu okresu alebo kraju.<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li><strong>Rozl\u00ed\u0161enie syst\u00e9mov ozna\u010dovania parciel: <\/strong>Oba syst\u00e9my ozna\u010dovania parciel v s\u00fa\u010dasnosti pou\u017e\u00edvan\u00e9 na Slovensku boli zoh\u013eadnen\u00e9, algoritmus identifikuje typ ozna\u010denia a prirad\u00ed ho zodpovedaj\u00facim sp\u00f4sobom.<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li><strong>Spracovanie textov\u00fdch ch\u00fdb:<\/strong> Boli presk\u00faman\u00e9 algoritmy textovej podobnosti, ktor\u00e9 umo\u017e\u0148uj\u00fa spr\u00e1vnu extrakciu geografick\u00fdch \u00fadajov aj v pr\u00edpade, \u017ee text obsahuje preklepy, ch\u00fdbaj\u00face diakritick\u00e9 znamienka alebo men\u0161ie gramatick\u00e9 chyby.<\/li>\n<\/div><\/ul>\n<\/div>\n\n<div id=\"\" class=\"element core-separator\">\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n<\/div>\n\n<div id=\"\" class=\"element core-columns\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\"><div id=\"\" class=\"element core-column\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\"><div id=\"\" class=\"element core-image\">\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1200\" height=\"1200\" data-src=\"https:\/\/kinit.sk\/wp-content\/uploads\/2021\/10\/blstak-web.png\" alt=\"\" class=\"wp-image-10871 lazyload\" data-srcset=\"https:\/\/kinit.sk\/wp-content\/uploads\/2021\/10\/blstak-web.png 1200w, https:\/\/kinit.sk\/wp-content\/uploads\/2021\/10\/blstak-web-300x300.png 300w, https:\/\/kinit.sk\/wp-content\/uploads\/2021\/10\/blstak-web-1024x1024.png 1024w, https:\/\/kinit.sk\/wp-content\/uploads\/2021\/10\/blstak-web-768x768.png 768w, https:\/\/kinit.sk\/wp-content\/uploads\/2021\/10\/blstak-web-150x150.png 150w\" data-sizes=\"(max-width: 1200px) 100vw, 1200px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1200px; --smush-placeholder-aspect-ratio: 1200\/1200;\" \/><\/figure>\n<\/div><\/div>\n<\/div>\n\n<div id=\"\" class=\"element core-column\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\"><div id=\"\" class=\"element core-paragraph\">\n<p><em>\u201eSpolupr\u00e1cou na tomto projekte sme uk\u00e1zali, \u017ee aj z ne\u0161trukt\u00farovan\u00fdch dokumentov sa daj\u00fa z\u00edska\u0165 \u0161trukt\u00farovan\u00e9 geografick\u00e9 d\u00e1ta, ktor\u00e9 sa v nich skr\u00fdvaj\u00fa. V\u00fdsledn\u00fd n\u00e1stroj nielen identifikuje lokality a parcely, ale umo\u017e\u0148uje tieto inform\u00e1cie prep\u00e1ja\u0165 s \u010fal\u0161\u00edmi geografick\u00fdmi d\u00e1tami, napr\u00edklad o pr\u00edrodn\u00fdch rizik\u00e1ch v danej oblasti. Cie\u013eom bolo prekona\u0165 bari\u00e9ry pri spracovan\u00ed dokumentov a automatizova\u0165 proces, ktor\u00fd bol doteraz z\u00e1visl\u00fd od manu\u00e1lnej pr\u00e1ce.\u201c<\/em><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-heading\">\n<h5 class=\"wp-block-heading\">MIROSLAV BL\u0160T\u00c1K<br>AI Specialist, NLP t\u00edm<\/h5>\n<\/div><\/div>\n<\/div><\/div>\n<\/div>\n\n<div id=\"\" class=\"element core-separator\">\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n<\/div>\n\n<div id=\"\" class=\"element core-heading\">\n<h3 class=\"wp-block-heading\"><strong>\u010co sme dodali<\/strong><\/h3>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>V\u00fdsledkom spolupr\u00e1ce je funk\u010dn\u00fd prototyp extrak\u010dn\u00e9ho algoritmu, doplnen\u00fd o za\u0161kolenie v tom, ako algoritmus funguje a ako ho mo\u017eno \u010falej roz\u0161irova\u0165. Uskuto\u010dnili sme tie\u017e vzdel\u00e1vac\u00ed semin\u00e1r zameran\u00fd na popis, vysvetlenie a porovnanie r\u00f4znych algoritmov na v\u00fdpo\u010det podobnosti textov\u00fdch re\u0165azcov, algoritmov, na ktor\u00fdch prototyp extrakcie spolieha pri spracovan\u00ed nedokonal\u00e9ho vstupn\u00e9ho textu.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-heading\">\n<h3 class=\"wp-block-heading\"><\/h3>\n<\/div>\n\n<div id=\"\" class=\"element core-columns\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\"><div id=\"\" class=\"element core-column\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\"><div id=\"\" class=\"element core-image\">\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" data-src=\"https:\/\/kinit.sk\/wp-content\/uploads\/2026\/04\/veronika_soldanova-edited-2.jpg\" alt=\"\" class=\"wp-image-41902 lazyload\" style=\"--smush-placeholder-width: 683px; --smush-placeholder-aspect-ratio: 683\/683;object-fit:cover\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" \/><\/figure>\n<\/div><\/div>\n<\/div>\n\n<div id=\"\" class=\"element core-column\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\"><div id=\"\" class=\"element core-paragraph\">\n<p><em>\u201eSt\u00e1le sa stret\u00e1vame s ve\u013ek\u00fdm mno\u017estvom dokumentov obsahuj\u00facich d\u00f4le\u017eit\u00e9 \u00fadaje pre \u00fazemn\u00e9 pl\u00e1novanie, ochranu pr\u00edrody a krajiny a kr\u00edzov\u00e9 riadenie, ktor\u00e9 nie s\u00fa dostupn\u00e9 vo form\u00e1te vhodnom na priame strojov\u00e9 spracovanie. V\u010faka tejto spolupr\u00e1ci sme mohli lep\u0161ie overi\u0165 mo\u017enosti, limity a vhodn\u00e9 algoritmick\u00e9 pr\u00edstupy k spracovaniu tak\u00fdchto \u00fadajov, \u010do n\u00e1m poskytuje cenn\u00fa z\u00e1klad\u0148u pre \u010fal\u0161\u00ed rozvoj rie\u0161en\u00ed podporuj\u00facich efekt\u00edvne priestorov\u00e9 rozhodovanie. Spolupr\u00e1ca bola na vysokej odbornej \u00farovni, obohacuj\u00faca a posunula n\u00e1s v tejto oblasti v\u00fdrazne vpred.&#8220;<\/em><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-heading\">\n<h5 class=\"wp-block-heading\">VERONIKA SOLD\u00c1NOV\u00c1<br>GIS Developer, Esprit<\/h5>\n<\/div><\/div>\n<\/div><\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Hlavnou \u00falohou bolo vytvori\u0165 prototyp algoritmu na extrakciu geografick\u00fdch inform\u00e1ci\u00ed z dokumentov s \u00fazemn\u00fdmi pl\u00e1nmi. Extrakcia bola zameran\u00e1 na konkr\u00e9tne administrat\u00edvne a katastr\u00e1lne entity z textu z\u00edskan\u00e9ho z PDF dokumentov,&#8230;<\/p>\n","protected":false},"author":43,"featured_media":41104,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[76,83,542],"tags":[106,515,535],"class_list":["post-42095","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-natural-language-processing-sk","category-news-sk","category-2026-sk","tag-project-sk","tag-success-story-sk","tag-hopero-sk"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Esprit: Rozl\u00ed\u0161enie geografickej hierarchie v pl\u00e1novac\u00edch dokumentoch - KInIT<\/title>\n<meta name=\"description\" content=\"Hlavnou \u00falohou bolo vytvori\u0165 prototyp algoritmu na extrakciu geografick\u00fdch inform\u00e1ci\u00ed z dokumentov s \u00fazemn\u00fdmi pl\u00e1nmi.\" \/>\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\/esprit-rozlisenie-geografickej-hierarchie-v-planovacich-dokumentoch\/\" \/>\n<meta property=\"og:locale\" content=\"sk_SK\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Esprit: Rozl\u00ed\u0161enie geografickej hierarchie v pl\u00e1novac\u00edch dokumentoch - 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