{"id":1551,"date":"2024-09-17T15:21:24","date_gmt":"2024-09-17T13:21:24","guid":{"rendered":"https:\/\/test.kint.cz\/?p=1551"},"modified":"2025-06-04T18:20:15","modified_gmt":"2025-06-04T16:20:15","slug":"expertni-metoda-pouzita-pro-sber-dat","status":"publish","type":"post","link":"https:\/\/test.kint.cz\/ca\/expertni-metoda-pouzita-pro-sber-dat\/","title":{"rendered":"4.1 Expertn\u00ed metoda pou\u017eit\u00e1 pro sb\u011br dat"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"1551\" class=\"elementor elementor-1551\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-523caae e-flex e-con-boxed e-con e-parent\" data-id=\"523caae\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-358a73b elementor-widget elementor-widget-heading\" data-id=\"358a73b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">4.1 Expertn\u00ed metoda pou\u017eit\u00e1 pro sb\u011br dat<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b60b23f elementor-widget elementor-widget-text-editor\" data-id=\"b60b23f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Expertn\u00ed metoda resp. metody dle [86] vyu\u017e\u00edvaj\u00ed znalosti a praktick\u00e9 zku\u0161enosti expert\u016f v p\u0159\u00edslu\u0161n\u00e9m oboru k z\u00edsk\u00e1n\u00ed: odhad\u016f nem\u011b\u0159iteln\u00fdch veli\u010din, odhad\u016f \u00fadaj\u016f, kter\u00e9 nejsou k dispozici a jejich\u017e z\u00edsk\u00e1n\u00ed by bylo ne\u00fam\u011brn\u011b n\u00e1ro\u010dn\u011b, odhad\u016f budouc\u00edho v\u00fdvoje (stavu), n\u00e1vrhu tv\u016fr\u010d\u00edch \u0159e\u0161en\u00ed, apod. Typick\u00fdm vyu\u017eit\u00edm expert\u016f jsou v uveden\u00e9 mno\u017ein\u011b metod \u00fazk\u00e9 specializovan\u00e9 probl\u00e9my, anebo zejm\u00e9na obecn\u00e9, slo\u017eit\u00e9 a komplexn\u00ed probl\u00e9my (tj. slo\u017eit\u011b a \u0161patn\u011b strukturovan\u00e9, slab\u011b formalizovan\u00e9, jedine\u010dn\u00e9 a neopakovateln\u00e9, s nedostatkem \u010di \u00faplnou absenc\u00ed objektivn\u00ed kvalitativn\u00ed informace, apod.)<a href=\"https:\/\/test.kint.cz\/veda-technika\/integralni-bezpecnost\/integral-safety-definice\/pouzita-literatura-pro-clanky-integralni-bezpecnost\/\">\u00a0[86]<\/a>. Expertn\u00ed \u0161et\u0159en\u00ed prob\u00edhalo v n\u00e1sleduj\u00edc\u00edch f\u00e1z\u00edch:<\/p><ol type=\"1\"><li>V\u00fdb\u011br expert\u016f.<\/li><li>Z\u00edsk\u00e1n\u00ed expertn\u00edch v\u00fdpov\u011bd\u00ed.<\/li><li>Vyhodnocen\u00ed expertn\u00edch v\u00fdpov\u011bd\u00ed.<\/li><\/ol><p>Kvalita v\u00fdb\u011bru expert\u016f p\u0159\u00edmo ovliv\u0148uje kvalitu z\u00edskan\u00fdch v\u00fdsledk\u016f anal\u00fdzy. Rozhoduj\u00edc\u00edmi vlivy jsou po\u010det expert\u016f (tj. pro statistickou v\u00fdznamnost z\u00edskan\u00fdch v\u00fdsledk\u016f) a jejich relevantn\u00ed vlastnosti (nap\u0159. kompetentnost, kreativita, vztah k t\u00e9matu, konformita, analytick\u00e9 my\u0161len\u00ed a \u0161\u00ed\u0159e my\u0161len\u00ed, konstruktivnost, sebekriti\u010dnost, tolerance)<a href=\"https:\/\/test.kint.cz\/veda-technika\/integralni-bezpecnost\/integral-safety-definice\/pouzita-literatura-pro-clanky-integralni-bezpecnost\/\">\u00a0[86]<\/a>. Ur\u010den\u00ed po\u010dtu expert\u016f a v\u00fdb\u011br vhodn\u00fdch vlastnost\u00ed jsou parametry z\u00e1visl\u00e9 na v\u00fdb\u011bru metody pro z\u00edsk\u00e1n\u00ed expertn\u00edch v\u00fdpov\u011bd\u00ed a z\u00e1rove\u0148 t\u00edmto ovliv\u0148uj\u00ed n\u00e1klady na anal\u00fdzu, tj. finan\u010dn\u00ed i \u010dasov\u00e9.<\/p><p>Z\u00edsk\u00e1n\u00ed expertn\u00edch v\u00fdpov\u011bd\u00ed m\u016f\u017ee prob\u00edhat v\u00edce zp\u016fsoby, a to dle<a href=\"https:\/\/test.kint.cz\/veda-technika\/integralni-bezpecnost\/integral-safety-definice\/pouzita-literatura-pro-clanky-integralni-bezpecnost\/\">\u00a0[86]<\/a>\u00a0podle: zp\u016fsobu komunikace organiz\u00e1tor\u016f s experty, \u00farovn\u011b komunikace mezi experty b\u011bhem expertn\u00edho \u0161et\u0159en\u00ed, opakovanosti zji\u0161\u0165ov\u00e1n\u00ed informac\u00ed, stupn\u011b standardizace.<\/p><p>Pro \u00fa\u010dely diserta\u010dn\u00ed pr\u00e1ce byla zvolena v\u00edcestup\u0148ov\u00e1 metoda Delphi.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-92976a3 elementor-widget elementor-widget-heading\" data-id=\"92976a3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">4.1.1     V\u00edcestup\u0148ov\u00e1 metoda Delphi<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7fb77fd elementor-widget elementor-widget-text-editor\" data-id=\"7fb77fd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Uveden\u00e1 v\u00edcestup\u0148ov\u00e1 metoda Delphi\u00a0<a href=\"https:\/\/test.kint.cz\/veda-technika\/integralni-bezpecnost\/integral-safety-definice\/pouzita-literatura-pro-clanky-integralni-bezpecnost\/\">[23,86]<\/a>\u00a0<sup class=\"modern-footnotes-footnote \" data-mfn=\"1\" data-mfn-post-scope=\"000000007b324b9600000000799bf6d9_1989\"><a role=\"button\" aria-pressed=\"false\" aria-describedby=\"mfn-content-000000007b324b9600000000799bf6d9_1989-1\">1<\/a><\/sup>\u00a0je metodou z\u00edsk\u00e1n\u00ed expertn\u00edch v\u00fdpov\u011bd\u00ed s n\u00e1sleduj\u00edc\u00edmi vlastnostmi\u00a0<a href=\"https:\/\/test.kint.cz\/veda-technika\/integralni-bezpecnost\/integral-safety-definice\/pouzita-literatura-pro-clanky-integralni-bezpecnost\/\">[86]<\/a>:<\/p><ul><li>v\u00edce kolov\u00e9 anketn\u00ed \u0161et\u0159en\u00ed se zp\u011btnou vazbou,<\/li><li>doch\u00e1z\u00ed k systematick\u00e9mu zp\u0159es\u0148ov\u00e1n\u00ed n\u00e1zoru skupiny expert\u016f,<\/li><li>anonymita expert\u016f,<\/li><li>zp\u011btn\u00e1 vazba informac\u00ed,<\/li><li>experti maj\u00ed p\u0159ed dal\u0161\u00edm kolem k dispozici skupinov\u00fd n\u00e1zor i netypick\u00e9 n\u00e1zory,<\/li><li>mo\u017enost p\u0159ihl\u00ed\u017eet k okolnostem, kter\u00e9 si expert d\u0159\u00edve neuv\u011bdomoval, resp. mo\u017enost p\u0159ehodnocen\u00ed netypick\u00e9ho n\u00e1zoru,<\/li><li>pokud expert trv\u00e1 na netypick\u00e9m n\u00e1zoru, mus\u00ed jej od\u016fvodnit.<\/li><\/ul><p>Z\u00edsk\u00e1n\u00ed v\u00fdpov\u011bd\u00ed prob\u00edh\u00e1 ve v\u00edce kolech, ve kter\u00fdch doch\u00e1z\u00ed k postupn\u00e9mu up\u0159es\u0148ov\u00e1n\u00ed posledn\u00edch v\u00fdsledk\u016f. Ukon\u010den\u00ed metody nast\u00e1v\u00e1 p\u0159i dosa\u017een\u00ed \u201cshody\u201d expert\u016f, nebo je-li dosa\u017eeno stability individu\u00e1ln\u00edch v\u00fdpov\u011bd\u00ed\u00a0<a href=\"https:\/\/test.kint.cz\/veda-technika\/integralni-bezpecnost\/integral-safety-definice\/pouzita-literatura-pro-clanky-integralni-bezpecnost\/\">[86]<\/a>. Nev\u00fdhodou metody Delphi je jej\u00ed \u010dasov\u00e1 n\u00e1ro\u010dnost a vy\u0161\u0161\u00ed pracnost zpracov\u00e1n\u00ed ot\u00e1zek se zac\u00edlen\u00edm k po\u017eadovan\u00fdm v\u00fdsledk\u016fm, zpracov\u00e1n\u00ed anketn\u00edch dotazn\u00edk\u016f a interpretace v\u00fdsledk\u016f pro jejich dopln\u011bn\u00ed v dal\u0161\u00edm kole, resp. stupni odpov\u011bd\u00ed.<\/p><p>Vyhodnocen\u00ed expertn\u00edch v\u00fdpov\u011bd\u00ed prob\u00edh\u00e1 dle\u00a0<a href=\"https:\/\/test.kint.cz\/veda-technika\/integralni-bezpecnost\/integral-safety-definice\/pouzita-literatura-pro-clanky-integralni-bezpecnost\/\">[86]<\/a>\u00a0ve dvou f\u00e1z\u00edch: ur\u010den\u00ed skupinov\u00e9ho n\u00e1zoru, a posouzen\u00ed kvality z\u00edskan\u00fdch informac\u00ed. Ur\u010den\u00ed skupinov\u00e9ho n\u00e1zoru lze prov\u00e9st pomoc\u00ed kvantitativn\u00edch (aritmetick\u00fd pr\u016fm\u011br, modus nebo medi\u00e1n, rozd\u011blen\u00ed, statistick\u00e9 charakteristiky \u2013 rozptyl, kvantilov\u00e9 rozp\u011bt\u00ed, intervalov\u00e9 odhady, charakteristiky rozd\u011blen\u00ed) nebo kvalitativn\u00edch odhad\u016f (nomin\u00e1ln\u00ed stupnice, p\u0159evod na bodovou kvantitativn\u00ed stupnici, formalizace a kvantifikace odpov\u011bd\u00ed).<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-34010fe elementor-widget elementor-widget-image\" data-id=\"34010fe\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"398\" height=\"306\" src=\"https:\/\/test.kint.cz\/wp-content\/uploads\/2024\/09\/f4e6c829-image.png\" class=\"attachment-large size-large wp-image-1552\" alt=\"\" srcset=\"https:\/\/test.kint.cz\/wp-content\/uploads\/2024\/09\/f4e6c829-image.png 398w, https:\/\/test.kint.cz\/wp-content\/uploads\/2024\/09\/f4e6c829-image-300x231.png 300w\" sizes=\"(max-width: 398px) 100vw, 398px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">4.1.2     Vyu\u017eit\u00ed metody Delphi pro bezpe\u010dnostn\u00ed v\u00fdzkum provozu metra<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8624622 elementor-widget elementor-widget-heading\" data-id=\"8624622\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">4.1.2     Vyu\u017eit\u00ed metody Delphi pro bezpe\u010dnostn\u00ed v\u00fdzkum provozu metra<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-94d7f96 elementor-widget elementor-widget-text-editor\" data-id=\"94d7f96\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>C\u00edlem v\u00fdzkumu proveden\u00e9ho ve spolupr\u00e1ci se zam\u011bstnanci Dopravn\u00edho podniku hl. m. Prahy bylo ov\u011b\u0159en\u00ed metod pro hodnocen\u00ed kritick\u00e9 infrastruktury a ur\u010den\u00ed kriti\u010dnost\u00ed prvk\u016f syst\u00e9mu. V\u00fdzkum prob\u00edhal formou expertn\u00edho \u0161et\u0159en\u00ed. Ka\u017ed\u00fd expert byl dotazov\u00e1n pomoc\u00ed elektronick\u00e9ho formul\u00e1\u0159e\u00a0<a href=\"https:\/\/test.kint.cz\/veda-technika\/integralni-bezpecnost\/integral-safety-definice\/pouzita-literatura-pro-clanky-integralni-bezpecnost\/\">[5,16]<\/a>, k jeho vypln\u011bn\u00ed byl dot\u00e1z\u00e1n e-mailem.<\/p><p>Skupina expert\u016f byla volena na z\u00e1klad\u011b referenc\u00ed od vybran\u00fdch zam\u011bstnanc\u016f provozovatele metra a od vybran\u00fdch poskytovatel\u016f slu\u017eeb a dodavatel\u016f kl\u00ed\u010dov\u00fdch za\u0159\u00edzen\u00ed pot\u0159ebn\u00fdch pro provoz metra. Ka\u017ed\u00fd, takto osloven\u00fd expert m\u011bl mo\u017enost doporu\u010dit dal\u0161\u00ed vhodn\u00e9 experty v n\u00e1sleduj\u00edc\u00edch oblastech: bezpe\u010dnost pr\u00e1ce a ochrana zdrav\u00ed person\u00e1lu, ochrana majetku, ekonomika provozu, ochrana cestuj\u00edc\u00edch, technick\u00e1 a funk\u010dn\u00ed bezpe\u010dnost provozu.<\/p><p>Podm\u00ednkou pro doporu\u010den\u00ed experta do expertn\u00edho t\u00fdmu byla jeho dlouholet\u00e1 znalost provozu metra s prax\u00ed v r\u016fzn\u00fdch oblastech uveden\u00fdch v\u00fd\u0161e a na r\u016fzn\u00fdch \u00farovn\u00ed \u0159\u00edzen\u00ed, tj.: strategick\u00e9 \u0159\u00edzen\u00ed, taktick\u00e9 a projektov\u00e9 \u0159\u00edzen\u00ed, operativn\u00ed \u0159\u00edzen\u00ed, technick\u00fd pracovn\u00edk, technick\u00e9 pr\u00e1ce.<\/p><p>Celkem bylo osloveno 18 expert\u016f, kte\u0159\u00ed byli p\u0159ed zah\u00e1jen\u00edm \u0161et\u0159en\u00ed po\u017e\u00e1d\u00e1ni o vypln\u011bn\u00ed kr\u00e1tk\u00e9ho dotazn\u00edku pro ur\u010den\u00ed kvalifikace experta dle\u00a0<a href=\"https:\/\/test.kint.cz\/veda-technika\/integralni-bezpecnost\/integral-safety-definice\/pouzita-literatura-pro-clanky-integralni-bezpecnost\/\">[86]<\/a>.<\/p><p>Dotazov\u00e1n\u00ed metodou Delphi bylo \u010dlen\u011bno celkem do 3 f\u00e1z\u00ed:<\/p><ol type=\"1\"><li>Identifikace aktiv (funkce, m\u00edsta a \u010d\u00e1sti syst\u00e9mu metra, kter\u00e1 jsou d\u016fle\u017eit\u00e1 pro jeho bezpe\u010dn\u00fd provoz).<\/li><li>Ur\u010den\u00ed d\u016fle\u017eitosti a zranitelnosti.<\/li><li>Sc\u00e9n\u00e1\u0159e dopad\u016f vybran\u00fdch pohrom.<\/li><\/ol><p>Po skon\u010den\u00ed ka\u017ed\u00e9ho kola dotazov\u00e1n\u00ed byly v\u00fdsledky vyhodnocen\u00e9, a v p\u0159\u00edpad\u011b neshod se provedlo up\u0159esn\u011bn\u00ed a od\u016fvodn\u011bn\u00ed, kter\u00e9 prob\u00edhalo i v n\u011bkolika iterac\u00edch. Pr\u016fb\u011bh \u0161et\u0159en\u00ed a jednotliv\u00e9 ot\u00e1zky pro ka\u017ed\u00e9 kolo jsou uveden\u00e9 v p\u0159\u00edloze A.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-820af81 elementor-widget elementor-widget-heading\" data-id=\"820af81\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">4.1.3     Pou\u017eit\u00e9 stupnice<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-740d1c0 elementor-widget elementor-widget-text-editor\" data-id=\"740d1c0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>V uveden\u00e9m bezpe\u010dnostn\u00edm v\u00fdzkumu a v p\u0159edlo\u017een\u00e9 diserta\u010dn\u00ed pr\u00e1ci pracujeme s kriti\u010dnost\u00ed\u00a0<strong><em>K<\/em><\/strong>, jako\u017eto funkce d\u016fle\u017eitosti\u00a0<strong><em>D<\/em><\/strong>\u00a0a zranitelnosti\u00a0<strong><em>Z<\/em><\/strong>, v souladu s definic\u00ed v\u00a0odstavci 2.1.3:<\/p><p><strong><em>K = D x Z\u00a0<\/em><\/strong><\/p><p>(21)<\/p><p>Uveden\u00e9 veli\u010diny jsou z\u00e1visl\u00e9 na tom, v jak\u00e9 \u00farovni syst\u00e9mu \u0159\u00edzen\u00ed bezpe\u010dnosti danou veli\u010dinu posuzujeme, tj. dle p\u0159\u00edstupu Defence-In-Depth (odstavec 2.1.7 a 2.3.4) a podle zdroje\u00a0<a href=\"https:\/\/test.kint.cz\/veda-technika\/integralni-bezpecnost\/integral-safety-definice\/pouzita-literatura-pro-clanky-integralni-bezpecnost\/\">[18]<\/a>\u00a0sledujeme n\u00e1sleduj\u00edc\u00ed \u00farovn\u011b (podrobn\u011bj\u0161\u00ed popis \u00farovn\u00ed pro \u00fa\u010dely p\u0159edm\u011btn\u00e9ho v\u00fdzkumu je v\u00a0p\u0159\u00edloze A):<\/p><ol type=\"1\"><li>Bezpe\u010dn\u00fd provoz metra za norm\u00e1ln\u00edch podm\u00ednek (<strong>\u00farove\u0148 \u0159\u00edzen\u00ed L1<\/strong>).<\/li><li>Bezpe\u010dn\u00fd provoz metra za abnorm\u00e1ln\u00edch podm\u00ednek (<strong>\u00farove\u0148 \u0159\u00edzen\u00ed L2<\/strong>).<\/li><li>Bezpe\u010dn\u00fd provoz metra p\u0159i v\u011bt\u0161\u00edch odchylk\u00e1ch \/ zvl\u00e1d\u00e1n\u00ed hav\u00e1ri\u00ed<br \/>(<strong>\u00farove\u0148 \u0159\u00edzen\u00ed L3<\/strong>).<\/li><li>\u0158\u00edzen\u00ed provozu a aktiv metra v p\u0159\u00edpad\u011b kritick\u00fdch podm\u00ednek<br \/>(<strong>\u00farove\u0148 \u0159\u00edzen\u00ed L4<\/strong>).<\/li><li>\u0158\u00edzen\u00ed provozu a aktiv metra v p\u0159\u00edpad\u011b extr\u00e9mn\u00edch podm\u00ednek<br \/>(<strong>\u00farove\u0148 \u0159\u00edzen\u00ed L5<\/strong>).<\/li><\/ol><p>Pro veli\u010diny<strong><em>\u00a0D a Z<\/em><\/strong>\u00a0byly pou\u017eit\u00e9 ordin\u00e1ln\u00ed \u0161k\u00e1ly, tj. stupnice v rozmez\u00ed 1 a\u017e 3, se zv\u00e1\u017een\u00edm krit\u00e9ri\u00ed pro kritickou infrastrukturu\u00a0<a href=\"https:\/\/test.kint.cz\/veda-technika\/integralni-bezpecnost\/integral-safety-definice\/pouzita-literatura-pro-clanky-integralni-bezpecnost\/\">[34,35]<\/a>. Popis ka\u017ed\u00e9 \u010d\u00edseln\u00e9 hodnoty je uveden v\u00a0odstavci A.2.1\u00a0p\u0159\u00edlohy A.<\/p><p>Rozd\u011blen\u00ed pohrom do kategori\u00ed relevantn\u00ed, specifick\u00e9 a kritick\u00e9 dle p\u0159\u00edstupu All-Hazard-Approach (odstavec 2.1.2 a 2.1.7).<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>4.1 Expertn\u00ed metoda pou\u017eit\u00e1 pro sb\u011br dat Expertn\u00ed metoda resp. metody dle [86] vyu\u017e\u00edvaj\u00ed znalosti a praktick\u00e9 zku\u0161enosti expert\u016f v [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":1552,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[182],"tags":[95,103,127,141],"class_list":["post-1551","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-integralni-bezpecnost","tag-bezpecnost","tag-expertni-metoda","tag-metoda-delphi","tag-sber-dat"],"_links":{"self":[{"href":"https:\/\/test.kint.cz\/ca\/wp-json\/wp\/v2\/posts\/1551","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/test.kint.cz\/ca\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/test.kint.cz\/ca\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/test.kint.cz\/ca\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/test.kint.cz\/ca\/wp-json\/wp\/v2\/comments?post=1551"}],"version-history":[{"count":9,"href":"https:\/\/test.kint.cz\/ca\/wp-json\/wp\/v2\/posts\/1551\/revisions"}],"predecessor-version":[{"id":3763,"href":"https:\/\/test.kint.cz\/ca\/wp-json\/wp\/v2\/posts\/1551\/revisions\/3763"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/test.kint.cz\/ca\/wp-json\/wp\/v2\/media\/1552"}],"wp:attachment":[{"href":"https:\/\/test.kint.cz\/ca\/wp-json\/wp\/v2\/media?parent=1551"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/test.kint.cz\/ca\/wp-json\/wp\/v2\/categories?post=1551"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/test.kint.cz\/ca\/wp-json\/wp\/v2\/tags?post=1551"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}