{"id":409,"date":"2019-06-26T13:04:21","date_gmt":"2019-06-26T13:04:21","guid":{"rendered":"https:\/\/blog.geneea.com\/?p=409"},"modified":"2026-01-29T19:46:44","modified_gmt":"2026-01-29T19:46:44","slug":"nlp-for-voc-cs","status":"publish","type":"post","link":"https:\/\/geneea.com\/news\/cs\/nlp-for-voc-cs","title":{"rendered":"Hled\u00e1te tipy, jak zlep\u0161it va\u0161e podnik\u00e1n\u00ed? Zeptejte se sv\u00fdch z\u00e1kazn\u00edk\u016f"},"content":{"rendered":"\n<h4 class=\"wp-block-heading\" id=\"jake-moznosti-nabizi-metody-zpracovani-prirozeneho-jazyka-nlp-a-umela-inteligence-pro-analyzu-zakaznicke-zpetne-vazby\"><strong>Jak\u00e9 mo\u017enosti nab\u00edz\u00ed metody zpracov\u00e1n\u00ed p\u0159irozen\u00e9ho jazyka (NLP) a um\u011bl\u00e1 inteligence pro anal\u00fdzu z\u00e1kaznick\u00e9 zp\u011btn\u00e9 vazby<\/strong><\/h4>\n\n\n\n<p> Firmy, kter\u00e9 cht\u011bj\u00ed z\u016fstat \u00fasp\u011b\u0161n\u00e9 a d\u00e1le r\u016fst, mus\u00ed \u010dinit sv\u00e1 rozhodnut\u00ed zodpov\u011bdn\u011b na z\u00e1klad\u011b <strong>kvalifikovan\u00e9 a efektivn\u00ed anal\u00fdzy<\/strong> t\u011bch spr\u00e1vn\u00fdch dat. St\u00e1le v\u00edce takov\u00fdch dat je k dispozici d\u00edky <strong>soci\u00e1ln\u00edm m\u00e9di\u00edm<\/strong> a rostouc\u00ed popularit\u011b <strong>str\u00e1nek s recenzemi<\/strong>, jako jsou nap\u0159\u00edklad TripAdvisor, Yelp \u010di Google Places na Google Map\u00e1ch. Va\u0161i z\u00e1kazn\u00edci st\u00e1le \u010dast\u011bji zve\u0159ej\u0148uj\u00ed sv\u00e9 zku\u0161enosti a p\u0159ipom\u00ednky bezprost\u0159edn\u011b pot\u00e9, co vyu\u017eili va\u0161ich slu\u017eeb. A proto\u017ee \u010dasto poukazuj\u00ed na konkr\u00e9tn\u00ed probl\u00e9my, se kter\u00fdmi se setkali, nebo navrhuj\u00ed, co by cht\u011bli zlep\u0161it, nen\u00ed mo\u017en\u00e9 obrovskou obchodn\u00ed hodnotu t\u011bchto text\u016f opominout. <\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"578\" height=\"495\" src=\"https:\/\/geneea.com\/news\/wp-content\/uploads\/2022\/02\/reviews2_cs-1.png\" alt=\"\" class=\"wp-image-1156\" srcset=\"https:\/\/geneea.com\/news\/wp-content\/uploads\/2022\/02\/reviews2_cs-1.png 578w, https:\/\/geneea.com\/news\/wp-content\/uploads\/2022\/02\/reviews2_cs-1-300x257.png 300w\" sizes=\"auto, (max-width: 578px) 100vw, 578px\" \/><\/figure>\n<\/div>\n\n\n<p> Na rozd\u00edl od \u00fahledn\u011b uspo\u0159\u00e1dan\u00fdch \u010d\u00edsel v datab\u00e1zov\u00fdch tabulk\u00e1ch jsou v\u0161ak u\u017eivatelsk\u00e1 hodnocen\u00ed <strong>nestrukturovan\u00e1<\/strong>. Pro po\u010d\u00edta\u010de je slo\u017eit\u00e9 takov\u00e9 texty zpracovat a jejich kvantifikace je tak\u00e9 komplikovan\u00e1. N\u00e1stroj, kter\u00fd jsme za \u00fa\u010delem zpracov\u00e1n\u00ed nestrukturovan\u00fdch informac\u00ed vytvo\u0159ili \u2013 <strong>Interpretor<\/strong>, je platformou pro <strong>zpracov\u00e1n\u00ed p\u0159irozen\u00e9ho jazyka<\/strong> (Natural Language Processing, NLP). D\u00edky n\u00ed jsme schopni v nespo\u010detn\u00fdch a mnohdy dlouh\u00fdch textech od va\u0161ich z\u00e1kazn\u00edk\u016f objevit skrytou hodnotu. Dok\u00e1\u017eeme identifikovat to, co je pro va\u0161i firmu nejd\u016fle\u017eit\u011bj\u0161\u00ed. <\/p>\n\n\n\n<p>Poj\u010fme se pod\u00edvat na n\u011bkter\u00e9 z mo\u017enost\u00ed, kter\u00e9 v\u00e1m m\u016f\u017ee NLP nab\u00eddnout. A\u0165 u\u017e jste banka, \u0159et\u011bzec restaurac\u00ed \u010di hotel\u016f, e-shop nebo aerolinka, ur\u010dit\u011b pro v\u00e1s a va\u0161e podnik\u00e1n\u00ed mohou b\u00fdt velk\u00fdm p\u0159\u00ednosem. <\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"analyza-zakaznickych-hodnoceni\"> Anal\u00fdza z\u00e1kaznick\u00fdch hodnocen\u00ed<\/h2>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><a href=\"https:\/\/geneea.com\/news\/wp-content\/uploads\/2022\/02\/categories_example_cs-1.png\"><img loading=\"lazy\" decoding=\"async\" width=\"1000\" height=\"507\" src=\"https:\/\/geneea.com\/news\/wp-content\/uploads\/2022\/02\/categories_example_cs-1.png\" alt=\"\" class=\"wp-image-1157\" srcset=\"https:\/\/geneea.com\/news\/wp-content\/uploads\/2022\/02\/categories_example_cs-1.png 1000w, https:\/\/geneea.com\/news\/wp-content\/uploads\/2022\/02\/categories_example_cs-1-300x152.png 300w, https:\/\/geneea.com\/news\/wp-content\/uploads\/2022\/02\/categories_example_cs-1-768x389.png 768w, https:\/\/geneea.com\/news\/wp-content\/uploads\/2022\/02\/categories_example_cs-1-850x431.png 850w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/a><figcaption class=\"wp-element-caption\"> <em>Anal\u00fdza sentimentu v tematick\u00fdch skupin\u00e1ch oblasti retail<\/em><\/figcaption><\/figure>\n<\/div>\n\n\n<p> Interpretor organizuje u\u017eivatelsk\u00fd feedback do <strong>tematick\u00fdch skupin<\/strong>, kter\u00e9 odr\u00e1\u017eej\u00ed <strong>obsah jednotliv\u00fdch hodnocen\u00ed<\/strong> a jsou definov\u00e1ny dle va\u0161ich pot\u0159eb. Pou\u017e\u00edv\u00e1 k tomu r\u016fzn\u00e9 p\u0159\u00edstupy a techniky: <\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Kl\u00ed\u010dov\u00e1 slova a jejich atributy: <\/strong>Textov\u00e1 anal\u00fdza vyhled\u00e1v\u00e1 nejrelevantn\u011bj\u0161\u00ed v\u00fdznamov\u011b d\u016fle\u017eit\u00e1 slova, fr\u00e1ze a vztahy \u2013 nap\u0159. <em>nep\u0159\u00edjemn\u00fd mana\u017eer, rychl\u00e9 doru\u010den\u00ed, rozva\u0159en\u00e9 knedl\u00edky, rasov\u00e1 diskriminace.<\/em>\u00a0<\/li>\n\n\n\n<li><strong>Term\u00edny specifick\u00e9 pro ur\u010ditou dom\u00e9nu: <\/strong>K anal\u00fdze hodnocen\u00ed pou\u017e\u00edv\u00e1me specializovan\u00e9 modely, kter\u00e9 berou v potaz jazykov\u00e1 specifika va\u0161\u00ed dom\u00e9ny a identifikuj\u00ed relevantn\u00ed polo\u017eky \u2013 nap\u0159. <em>potraviny <\/em>pro restaurace, <em>typy pokoj\u016f<\/em> pro hotely nebo<em> typ \u00fa\u010dt\u016f <\/em>pro banky.<\/li>\n\n\n\n<li><strong>Obecn\u00e9 kategorie: <\/strong>Interpretor rozpozn\u00e1, kdy lid\u00e9 popisuj\u00ed obecn\u00e9 kategorie jako nap\u0159\u00edklad <em>person\u00e1l<\/em>, <em>slu\u017eba<\/em>, <em>cena <\/em>nebo <em>\u010dekac\u00ed doba<\/em>.\u00a0<\/li>\n\n\n\n<li><strong>Anal\u00fdza citov\u00e9ho zabarven\u00ed (sentimentu)<\/strong>: Jsou va\u0161i z\u00e1kazn\u00edci spokojeni se slu\u017ebami nebo produkty, kter\u00e9 nab\u00edz\u00edte? Co zmi\u0148uj\u00ed pozitivn\u011b a co vid\u00ed sp\u00ed\u0161e negativn\u011b? Hodnocen\u00ed po\u010dtem hv\u011bzdi\u010dek nebo NPS (Net Promoter Score) v\u00e1m poskytne o spokojenosti va\u0161ich z\u00e1kazn\u00edk\u016f pouze obecn\u00fd p\u0159ehled. Nerozpozn\u00e1 konkr\u00e9tn\u00ed z\u00e1le\u017eitosti, kter\u00fdch se chv\u00e1la \u010di v\u00fdtky t\u00fdkaj\u00ed, ani\u017e by museli vypl\u0148ovat zdlouhav\u00e9 dotazn\u00edky. Interpretor to um\u00ed :-). <\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><a href=\"https:\/\/geneea.com\/news\/wp-content\/uploads\/2022\/02\/attributes_cs-1.png\"><img loading=\"lazy\" decoding=\"async\" width=\"720\" height=\"225\" src=\"https:\/\/geneea.com\/news\/wp-content\/uploads\/2022\/02\/attributes_cs-1.png\" alt=\"\" class=\"wp-image-1159\" srcset=\"https:\/\/geneea.com\/news\/wp-content\/uploads\/2022\/02\/attributes_cs-1.png 720w, https:\/\/geneea.com\/news\/wp-content\/uploads\/2022\/02\/attributes_cs-1-300x94.png 300w\" sizes=\"auto, (max-width: 720px) 100vw, 720px\" \/><\/a><figcaption class=\"wp-element-caption\"> Atributy a sentiment u t\u00e9matu &#8220;zam\u011bstnanci&#8221; v recenz\u00edch lond\u00fdnsk\u00fdch bank<\/figcaption><\/figure>\n<\/div>\n\n\n<h2 class=\"wp-block-heading\" id=\"automaticka-upozorneni-na-dulezite-recenze\"><strong>Automatick\u00e1 upozorn\u011bn\u00ed na d\u016fle\u017eit\u00e9 recenze<\/strong><\/h2>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><a href=\"https:\/\/geneea.com\/news\/wp-content\/uploads\/2022\/02\/alerts_dashboard_cs-1.png\"><img loading=\"lazy\" decoding=\"async\" width=\"892\" height=\"493\" src=\"https:\/\/geneea.com\/news\/wp-content\/uploads\/2022\/02\/alerts_dashboard_cs-1.png\" alt=\"\" class=\"wp-image-1160\" srcset=\"https:\/\/geneea.com\/news\/wp-content\/uploads\/2022\/02\/alerts_dashboard_cs-1.png 892w, https:\/\/geneea.com\/news\/wp-content\/uploads\/2022\/02\/alerts_dashboard_cs-1-300x166.png 300w, https:\/\/geneea.com\/news\/wp-content\/uploads\/2022\/02\/alerts_dashboard_cs-1-768x424.png 768w, https:\/\/geneea.com\/news\/wp-content\/uploads\/2022\/02\/alerts_dashboard_cs-1-850x470.png 850w\" sizes=\"auto, (max-width: 892px) 100vw, 892px\" \/><\/a><figcaption class=\"wp-element-caption\">Automatick\u00e1 upozorn\u011bn\u00ed na d\u016fle\u017eit\u00e9 recenze v \u010dase<\/figcaption><\/figure>\n<\/div>\n\n\n<p> V dne\u0161n\u00ed dob\u011b z\u00edsk\u00e1v\u00e1 ka\u017ed\u00e1 \u00fasp\u011b\u0161n\u00e1 firma od z\u00e1kazn\u00edk\u016f <strong>zna\u010dn\u00e9 mno\u017estv\u00ed hodnocen\u00ed<\/strong>. Ale ani v p\u0159\u00edpad\u011b vyu\u017eit\u00ed v\u00fd\u0161e zm\u00edn\u011bn\u00fdch technik nen\u00ed mo\u017en\u00e9 v\u00fdsledky anal\u00fdzy <strong>kontrolovat <\/strong>s dostate\u010dnou frekvenc\u00ed. Jen\u017ee ob\u010das nastane situace, kter\u00e1 vy\u017eaduje va\u0161i <strong>rychlou reakci<\/strong>: z\u00e1kazn\u00edk si st\u011b\u017euje na zka\u017een\u00e9 j\u00eddlo, jeden z va\u0161ich zam\u011bstnanc\u016f se choval v\u016f\u010di z\u00e1kazn\u00edk\u016fm vulg\u00e1rn\u011b, apod. To je p\u0159esn\u011b chv\u00edle, kdy od n\u00e1s m\u016f\u017eete <strong>obdr\u017eet upozorn\u011bn\u00ed<\/strong>. <\/p>\n\n\n\n<p>Abychom mohli podobn\u00e9 varovn\u00e9 sign\u00e1ly hodn\u00e9 va\u0161\u00ed okam\u017eit\u00e9 pozornosti zachytit, pou\u017e\u00edv\u00e1me r\u016fzn\u00e9 techniky, nap\u0159\u00edklad <strong>detekci anom\u00e1li\u00ed<\/strong>. Pro je\u0161t\u011b vy\u0161\u0161\u00ed \u00fasp\u011b\u0161nost m\u016f\u017eeme nastavit n\u011bkter\u00e1 konkr\u00e9tn\u00ed <strong>pravidla <\/strong>i manu\u00e1ln\u011b. <\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"zajima-vas-co-by-textova-analytika-rekla-o-vasich-datech\"><strong>Zaj\u00edm\u00e1 v\u00e1s, co by textov\u00e1 analytika \u0159ekla o va\u0161ich datech?<\/strong><\/h2>\n\n\n\n<p>Pro za\u010d\u00e1tek si m\u016f\u017eete vyzkou\u0161et na\u0161e <a href=\"https:\/\/demo.geneea.com\/?sample=07\">demo<\/a> a <a href=\"https:\/\/help.geneea.com\/api_general\/\">API<\/a> . Na\u0161i <a href=\"https:\/\/geneea.com\/cs\/case-studies\/keboola\/\" data-type=\"link\" data-id=\"https:\/\/geneea.com\/cs\/case-studies\/keboola\/\">aplikaci najdete i v Keboole<\/a>.<\/p>\n\n\n<p><!--EndFragment--><\/p>","protected":false},"excerpt":{"rendered":"<p>Jak\u00e9 mo\u017enosti nab\u00edz\u00ed metody zpracov\u00e1n\u00ed p\u0159irozen\u00e9ho jazyka (NLP) a um\u011bl\u00e1 inteligence pro anal\u00fdzu z\u00e1kaznick\u00e9 zp\u011btn\u00e9 vazby Firmy, kter\u00e9 cht\u011bj\u00ed z\u016fstat \u00fasp\u011b\u0161n\u00e9 a d\u00e1le r\u016fst, mus\u00ed \u010dinit sv\u00e1 rozhodnut\u00ed zodpov\u011bdn\u011b na z\u00e1klad\u011b kvalifikovan\u00e9 a efektivn\u00ed anal\u00fdzy t\u011bch spr\u00e1vn\u00fdch dat. St\u00e1le v\u00edce takov\u00fdch dat je k dispozici d\u00edky soci\u00e1ln\u00edm m\u00e9di\u00edm a rostouc\u00ed popularit\u011b str\u00e1nek s recenzemi, jako&#8230;<\/p>\n","protected":false},"author":3,"featured_media":765,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[360,350],"tags":[],"class_list":["post-409","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-hlas-zakaznika","category-informace"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Hled\u00e1te tipy, jak zlep\u0161it va\u0161e podnik\u00e1n\u00ed? Zeptejte se sv\u00fdch z\u00e1kazn\u00edk\u016f - Geneea News<\/title>\n<meta name=\"description\" content=\"Zjist\u011bte, jak Geneea vyu\u017e\u00edv\u00e1 NLP k p\u0159em\u011bn\u011b z\u00e1kaznick\u00e9 zp\u011btn\u00e9 vazby na vyu\u017eiteln\u00e9 poznatky pomoc\u00ed kategorizace, anal\u00fdzy sentimentu a odhalov\u00e1n\u00ed trend\u016f.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/geneea.com\/news\/cs\/nlp-for-voc-cs\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Hled\u00e1te tipy, jak zlep\u0161it va\u0161e podnik\u00e1n\u00ed? Zeptejte se sv\u00fdch z\u00e1kazn\u00edk\u016f - Geneea News\" \/>\n<meta property=\"og:description\" content=\"Zjist\u011bte, jak Geneea vyu\u017e\u00edv\u00e1 NLP k p\u0159em\u011bn\u011b z\u00e1kaznick\u00e9 zp\u011btn\u00e9 vazby na vyu\u017eiteln\u00e9 poznatky pomoc\u00ed kategorizace, anal\u00fdzy sentimentu a odhalov\u00e1n\u00ed trend\u016f.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/geneea.com\/news\/cs\/nlp-for-voc-cs\" \/>\n<meta property=\"og:site_name\" content=\"Geneea News\" \/>\n<meta property=\"article:published_time\" content=\"2019-06-26T13:04:21+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-01-29T19:46:44+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/geneea.com\/news\/wp-content\/uploads\/2019\/06\/social_media-1-scaled.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2560\" \/>\n\t<meta property=\"og:image:height\" content=\"857\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Marketa Spinkova\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Marketa Spinkova\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/geneea.com\\\/news\\\/cs\\\/nlp-for-voc-cs#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/geneea.com\\\/news\\\/cs\\\/nlp-for-voc-cs\"},\"author\":{\"name\":\"Marketa Spinkova\",\"@id\":\"https:\\\/\\\/geneea.com\\\/news\\\/#\\\/schema\\\/person\\\/bebb9c2ad72d3410aa8078d96e19dee5\"},\"headline\":\"Hled\u00e1te tipy, jak zlep\u0161it va\u0161e podnik\u00e1n\u00ed? 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