{"id":105416,"date":"2026-04-27T00:21:21","date_gmt":"2026-04-26T22:21:21","guid":{"rendered":"https:\/\/www.infokuryr.cz\/n\/?p=105416"},"modified":"2026-04-25T13:59:15","modified_gmt":"2026-04-25T11:59:15","slug":"sber-dat-ve-tride-jak-se-skoly-stavaji-zlatym-dolem-pro-technologicke-spolecnosti","status":"publish","type":"post","link":"https:\/\/www.infokuryr.cz\/n\/2026\/04\/27\/sber-dat-ve-tride-jak-se-skoly-stavaji-zlatym-dolem-pro-technologicke-spolecnosti\/","title":{"rendered":"Sb\u011br dat ve t\u0159\u00edd\u011b: Jak se \u0161koly st\u00e1vaj\u00ed zlat\u00fdm dolem pro technologick\u00e9 spole\u010dnosti"},"content":{"rendered":"
<\/div>\n

Ned\u00e1vn\u00fd\u00a0<\/span>\u010dl\u00e1nek \u010dasopisu Armstrong Economics<\/span><\/a>\u00a0s n\u00e1zvem\u00a0<\/span>\u201eSb\u011br dat ve t\u0159\u00edd\u011b\u201c<\/span><\/em>\u00a0upozor\u0148uje na t\u00e9ma, kter\u00e9 bylo dlouho podce\u0148ov\u00e1no: \u0161koly ji\u017e nejsou jen m\u00edsty u\u010den\u00ed, ale st\u00e1le v\u00edce digit\u00e1ln\u00edmi datov\u00fdmi prostory. To, co se tam denn\u011b shroma\u017e\u010fuje prost\u0159ednictv\u00edm vzd\u011bl\u00e1vac\u00edch platforem, tablet\u016f, \u0161koln\u00edch cloud\u016f a vzd\u011bl\u00e1vac\u00edho softwaru, je pro mnoho rodi\u010d\u016f do zna\u010dn\u00e9 m\u00edry neviditeln\u00e9 \u2013 ale pro poskytovatele technologi\u00ed velmi zaj\u00edmav\u00e9.<\/span><\/p>\n

I kdy\u017e ostr\u00e9 formulace \u010dasto p\u0159eh\u00e1n\u011bj\u00ed, j\u00e1dro debaty se dot\u00fdk\u00e1 citliv\u00e9ho bodu: d\u011bti a mlad\u00ed lid\u00e9 pat\u0159\u00ed v dne\u0161n\u00ed digit\u00e1ln\u00ed ekonomice k nejcenn\u011bj\u0161\u00edm zdroj\u016fm dat.<\/span><\/p>\n

Nov\u00e1 t\u0159\u00edda pozoruje<\/span><\/h2>\n

V modern\u00edch \u0161kol\u00e1ch se v\u00fduka, dom\u00e1c\u00ed \u00fakoly, komunikace a hodnocen\u00ed v\u00fdkonu st\u00e1le \u010dast\u011bji prov\u00e1d\u011bj\u00ed prost\u0159ednictv\u00edm digit\u00e1ln\u00edch syst\u00e9m\u016f. To vytv\u00e1\u0159\u00ed datov\u00e9 stopy, jako nap\u0159\u00edklad:<\/span><\/p>\n

    \n
  • Doby p\u0159ihl\u00e1\u0161en\u00ed a doba pou\u017e\u00edv\u00e1n\u00ed<\/span><\/li>\n
  • Chov\u00e1n\u00ed klik\u00e1n\u00ed a pracovn\u00ed rytmus<\/span><\/li>\n
  • M\u00edra chyb a rychlost zpracov\u00e1n\u00ed<\/span><\/li>\n
  • Profily z\u00e1jm\u016f prost\u0159ednictv\u00edm vzd\u011bl\u00e1vac\u00edho obsahu<\/span><\/li>\n
  • Data o za\u0159\u00edzen\u00ed, poloze nebo s\u00edti<\/span><\/li>\n
  • Komunika\u010dn\u00ed data v r\u00e1mci platforem<\/span><\/li>\n<\/ul>\n

    Co d\u0159\u00edve b\u00fdvala slo\u017eka ve \u0161koln\u00ed aktovce, je dnes permanentn\u00edm proudem dat.<\/span><\/p>\n

    Pro\u010d jsou tato data tak cenn\u00e1<\/span><\/h2>\n

    Pro poskytovatele vzd\u011bl\u00e1vac\u00edho softwaru jsou tyto informace z obchodn\u00edho hlediska velmi relevantn\u00ed. Umo\u017e\u0148uj\u00ed:<\/span><\/p>\n

      \n
    • Optimalizace produktu prost\u0159ednictv\u00edm anal\u00fdzy vyu\u017eit\u00ed<\/span><\/li>\n
    • V\u00fdvoj personalizovan\u00fdch vzd\u011bl\u00e1vac\u00edch syst\u00e9m\u016f<\/span><\/li>\n
    • Prediktivn\u00ed modely pro v\u00fdkon a chov\u00e1n\u00ed<\/span><\/li>\n
    • Anal\u00fdzy trhu pro nov\u00e9 produkty<\/span><\/li>\n
    • Dlouhodob\u00e1 v\u011brnost z\u00e1kazn\u00edk\u016f od d\u011btstv\u00ed<\/span><\/li>\n<\/ul>\n

      Spole\u010dnosti, kter\u00e9 z\u00edskaj\u00ed v\u010dasn\u00fd p\u0159\u00edstup k mlad\u00fdm u\u017eivatel\u016fm, si \u010dasto z\u00edsk\u00e1vaj\u00ed z\u00e1kazn\u00edky na roky.<\/span><\/p>\n

      D\u011bti se s t\u00edm jen t\u011b\u017eko shodnou.<\/span><\/h2>\n

      \u00dast\u0159edn\u00ed probl\u00e9m: Nezletil\u00ed obvykle nejsou schopni pochopit v\u0161echny d\u016fsledky pou\u017e\u00edv\u00e1n\u00ed digit\u00e1ln\u00edch dat. Z\u00e1rove\u0148 \u0161kola nen\u00ed dobrovoln\u00fdm tr\u017ei\u0161t\u011bm. Ti, kdo se cht\u011bj\u00ed \u00fa\u010dastnit v\u00fduky, mus\u00ed \u010dasto pou\u017e\u00edvat pr\u00e1v\u011b ty syst\u00e9my, jejich\u017e datov\u00fdm praktik\u00e1m sotva kdo rozum\u00ed.<\/span><\/p>\n

      Rodi\u010de \u010dasto dost\u00e1vaj\u00ed pouze obecn\u00e9 rady m\u00edsto transparentn\u00edch odpov\u011bd\u00ed na ot\u00e1zky, jako nap\u0159\u00edklad:<\/span><\/p>\n

        \n
      • Jak\u00e1 data jsou ulo\u017eena?<\/span><\/li>\n
      • Kdo z\u00edsk\u00e1 p\u0159\u00edstup?<\/span><\/li>\n
      • Jak dlouho jsou data uchov\u00e1v\u00e1na?<\/span><\/li>\n
      • Jsou data anonymizov\u00e1na?<\/span><\/li>\n
      • Jsou zapojeni extern\u00ed poskytovatel\u00e9 slu\u017eeb?<\/span><\/li>\n<\/ul>\n

        U\u010den\u00ed vede k rozvoji profilu<\/span><\/h2>\n

        Situace se st\u00e1v\u00e1 obzvl\u00e1\u0161t\u011b kritickou, kdy\u017e se z u\u010debn\u00edch pom\u016fcek stanou syst\u00e9my hodnocen\u00ed. Kdy\u017e algoritmy m\u011b\u0159\u00ed pozornost, v\u00fdkon nebo chov\u00e1n\u00ed, pomalu se objevuje nov\u00e1 forma digit\u00e1ln\u00edch z\u00e1znam\u016f student\u016f.<\/span><\/p>\n

        Pak u\u017e nejde jen o matematiku nebo jazyk, ale o vzorce:<\/span><\/p>\n

          \n
        • Kdo pracuje rychle?<\/span><\/li>\n
        • Kdo je \u010dasto rozpt\u00fdlen\u00fd?<\/span><\/li>\n
        • Kdo reaguje na tlak?<\/span><\/li>\n
        • Kdo projevuje slabost?<\/span><\/li>\n<\/ul>\n

          Takov\u00e9 profily mohou b\u00fdt fale\u0161n\u00e9, nespravedliv\u00e9 nebo trvale stigmatizuj\u00edc\u00ed.<\/span><\/p>\n

          \u0160koly se st\u00e1vaj\u00ed z\u00e1visl\u00fdmi<\/span><\/h2>\n

          Mnoho vzd\u011bl\u00e1vac\u00edch instituc\u00ed vyu\u017e\u00edv\u00e1 velk\u00e9 platformy, proto\u017ee se zdaj\u00ed b\u00fdt levn\u00e9, pohodln\u00e9 nebo bezplatn\u00e9. Skute\u010dn\u00e1 cena se \u010dasto plat\u00ed pozd\u011bji.<\/span><\/p>\n

            \n
          • Z\u00e1vislost na korporac\u00edch<\/span><\/li>\n
          • nedostatek alternativ<\/span><\/li>\n
          • nejasn\u00e9 toky dat<\/span><\/li>\n
          • Syst\u00e9my, kter\u00e9 je obt\u00ed\u017en\u00e9 ukon\u010dit<\/span><\/li>\n
          • Permanentn\u00ed digitalizace bez kontroly<\/span><\/li>\n<\/ul>\n

            V digit\u00e1ln\u00edm sv\u011bt\u011b je \u201ezdarma\u201c jen z\u0159\u00eddka skute\u010dn\u011b zdarma.<\/span><\/p>\n

            Co by bylo te\u010f pot\u0159eba<\/span><\/h2>\n

            M\u00edsto slep\u00e9ho oslavov\u00e1n\u00ed technologi\u00ed pot\u0159ebujeme jasn\u00e1 pravidla:<\/span><\/p>\n

              \n
            • Minimalizace dat jako standard<\/span><\/li>\n
            • nez\u00e1visl\u00e9 testov\u00e1n\u00ed \u0161koln\u00edho softwaru<\/span><\/li>\n
            • jednoduch\u00e9 mo\u017enosti odhl\u00e1\u0161en\u00ed<\/span><\/li>\n
            • transparentn\u00ed smlouvy s dodavateli<\/span><\/li>\n
            • kr\u00e1tk\u00e9 doby skladov\u00e1n\u00ed<\/span><\/li>\n
            • Z\u00e1kaz komer\u010dn\u00edho sledov\u00e1n\u00ed nezletil\u00fdch osob<\/span><\/li>\n<\/ul>\n

              Z\u00e1v\u011br<\/span><\/h2>\n

              Digit\u00e1ln\u00ed vzd\u011bl\u00e1v\u00e1n\u00ed m\u016f\u017ee b\u00fdt prosp\u011b\u0161n\u00e9. Ale kdy\u017e se u\u010debny stanou datov\u00fdmi doly, hranice mezi vzd\u011bl\u00e1v\u00e1n\u00edm a vyko\u0159is\u0165ov\u00e1n\u00edm se st\u00edr\u00e1. D\u011bti by m\u011bly b\u00fdt studenty \u2013 ne surovinou pro datov\u011b orientovan\u00fd obchodn\u00ed model.<\/span><\/p>\n

              \"\"<\/p>\n

               <\/p>\n","protected":false},"excerpt":{"rendered":"

              Ned\u00e1vn\u00fd\u00a0\u010dl\u00e1nek \u010dasopisu Armstrong Economics\u00a0s n\u00e1zvem\u00a0\u201eSb\u011br dat ve t\u0159\u00edd\u011b\u201c\u00a0upozor\u0148uje na t\u00e9ma, kter\u00e9 bylo dlouho podce\u0148ov\u00e1no: \u0161koly…<\/p>\n","protected":false},"author":2,"featured_media":105417,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[7],"tags":[1620,1697,94],"_links":{"self":[{"href":"https:\/\/www.infokuryr.cz\/n\/wp-json\/wp\/v2\/posts\/105416"}],"collection":[{"href":"https:\/\/www.infokuryr.cz\/n\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.infokuryr.cz\/n\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.infokuryr.cz\/n\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.infokuryr.cz\/n\/wp-json\/wp\/v2\/comments?post=105416"}],"version-history":[{"count":0,"href":"https:\/\/www.infokuryr.cz\/n\/wp-json\/wp\/v2\/posts\/105416\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.infokuryr.cz\/n\/wp-json\/wp\/v2\/media\/105417"}],"wp:attachment":[{"href":"https:\/\/www.infokuryr.cz\/n\/wp-json\/wp\/v2\/media?parent=105416"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.infokuryr.cz\/n\/wp-json\/wp\/v2\/categories?post=105416"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.infokuryr.cz\/n\/wp-json\/wp\/v2\/tags?post=105416"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}