{"id":559,"date":"2018-05-13T12:52:19","date_gmt":"2018-05-13T12:52:19","guid":{"rendered":"http:\/\/biznes-start.pl\/?p=559"},"modified":"2020-03-29T12:57:33","modified_gmt":"2020-03-29T12:57:33","slug":"big-data","status":"publish","type":"post","link":"https:\/\/biz24.com.pl\/?p=559","title":{"rendered":"

Big Data<\/H1>"},"content":{"rendered":"

Wraz z rozwojem nowych obszar\u00f3w biznesu wspartych technologiami informatycznymi<\/strong> (ICT), nast\u0119puje sta\u0142y wzrost ilo\u015bci danych, kt\u00f3re zostaj\u0105 przetwarzane na potrzeby dzia\u0142alno\u015bci biznesowej.<\/p>\n

Tym samym obok kapita\u0142u, pracownik\u00f3w oraz surowc\u00f3w w cyfrowej rzeczywisto\u015bci informacja<\/strong> staje si\u0119 kolejnym zasobem istotnym w dzia\u0142alno\u015bci ka\u017cdej firmy.<\/p>\n

Informacje oraz dane biznesowe<\/strong> mog\u0105 pochodzi\u0107 z wielu \u017ar\u00f3de\u0142, w szczeg\u00f3lno\u015bci:
\n– Aplikacje mobilne<\/strong>
\n– Cloud Computing<\/strong> & SaaS <\/strong>(software as a service)
\n– Sensory<\/strong> & M2M<\/strong> (machine to machine communication)
\n– Social Media<\/strong>.<\/p>\n

Big Data<\/strong> obejmuje koncepcje, metody, technologie, architektur\u0119 IT oraz narz\u0119dzia kt\u00f3re pozwalaj\u0105 zapanowa\u0107 nad przep\u0142ywem du\u017cej ilo\u015bci informacji<\/strong>. Jednocze\u015bnie mniejsze znaczenie ma w tym przypadku sprz\u0119t oraz oprogramowanie, natomiast na pierwsze miejsce wychodz\u0105 informacja oraz obr\u00f3bka du\u017cej ilo\u015bci danych<\/strong>.<\/p>\n

Big Data znajduje zastosowanie w obszarach firmy, w kt\u00f3rych nast\u0119puje przetwarzanie du\u017cej ilo\u015bci informacji, w szczeg\u00f3lno\u015bci: Badania i Rozw\u00f3j, Produkcja, Dystrybucja, Logistyka, Finanse, Controlling, Marketing<\/strong> oraz Sprzeda\u017c.<\/strong><\/p>\n

Szczeg\u00f3lnie du\u017cy potencja\u0142 z zastosowania Big Data wyst\u0119puje w obszarze Bada\u0144 i Rozwoju. Wykorzystuj\u0105c dane Social Media<\/strong> oraz przeprowadzaj\u0105c analiz\u0119 danych sensorycznych i procesowych<\/strong> aktualnie wytwarzanych produkt\u00f3w jeste\u015bmy w stanie lepiej zaprojektowa\u0107 nowe, udoskonalone produkty.<\/p>\n

W dystrybucji i logistyce nast\u0119puje coraz wi\u0119ksze usieciowanie pojazd\u00f3w <\/strong>i tym samym coraz wi\u0119cej samochod\u00f3w wyposa\u017conych jest w sensory oraz modu\u0142y steruj\u0105ce (zu\u017cycie paliwa, lokalizacja samochodu, temperatura przewo\u017conego \u0142adunku, stan zu\u017cycia cz\u0119\u015bci). Za pomoc\u0105 tych danych mo\u017cna podejmowa\u0107 decyzje odno\u015bnie dalszej trasy pojazdu, prze\u0142adunk\u00f3w czy termin\u00f3w przegl\u0105d\u00f3w technicznych pojazd\u00f3w. Dzi\u0119ki zastosowaniu sensor\u00f3w mog\u0105 zosta\u0107 lepiej spe\u0142nione wymagania jako\u015bciowe<\/strong> (temperatura przechowywania wyrob\u00f3w, dane procesowe).<\/p>\n

Finanse oraz controlling korzystaj\u0105 z informacji Big Data w zakresie rozpoznawania potencjalnego oszustwa<\/strong> oraz zarz\u0105dzania ryzykiem<\/strong> zwi\u0105zanego z realizacj\u0105 potencjalnych transakcji biznesowych. Zarz\u0105dzanie ryzykiem bazuje na kompleksowych analizach i obliczeniach, uwzgl\u0119dniaj\u0105cych szereg danych.<\/p>\n

Big Data dostarcza r\u00f3wnie\u017c informacji dzia\u0142om Marketingu oraz Sprzeda\u017cy, dzi\u0119ki kt\u00f3rym mo\u017cliwe jest dopasowanie produktu lub us\u0142ugi do oczekiwa\u0144 i preferencji grup klient\u00f3w<\/strong>.<\/p>\n

Wiele firm w przysz\u0142o\u015bci b\u0119dzie musia\u0142o podejmowa\u0107 znacz\u0105ce inwestycje w celu stworzenia infrastruktury<\/strong> (PC, technologie mobilne, sensory, sterowniki PLC), kt\u00f3ra umo\u017cliwi\u0105 zbieranie du\u017cej ilo\u015bci informacji z wielu r\u00f3\u017cnych \u017ar\u00f3de\u0142 (na potrzeby Big Data).<\/p>\n

Du\u017ca cz\u0119\u015b\u0107 wyst\u0119puj\u0105cych w firmach danych na podlega strukturyzacji<\/strong> i tym samym dane plikowe, d\u017awi\u0119kowe, obrazowe czy filmowe musz\u0105 by\u0107 tak zbierane, aby mo\u017cliwe by\u0142o ich wykorzystanie na potrzeby Big Data<\/strong> (mo\u017cliwo\u015b\u0107 ich odczytania w r\u00f3\u017cnych aplikacjach).<\/p>\n

Podczas przetwarzania du\u017cej ilo\u015bci danych, szczeg\u00f3lnie osobowych, istotnym r\u00f3wnie\u017c jest przestrzeganie przepis\u00f3w prawa<\/strong> w zakresie ochrony danych osobowych (aktualnie w \u017cycie wchodz\u0105 nowe przepisy w tym zakresie – rozporz\u0105dzenie o ochronie danych osobowych RODO<\/strong>).<\/p>\n","protected":false},"excerpt":{"rendered":"

Wraz z rozwojem nowych obszar\u00f3w biznesu wspartych technologiami informatycznymi (ICT), nast\u0119puje sta\u0142y wzrost ilo\u015bci danych, kt\u00f3re zostaj\u0105 przetwarzane na potrzeby dzia\u0142alno\u015bci biznesowej. Tym samym obok kapita\u0142u, pracownik\u00f3w oraz surowc\u00f3w w cyfrowej rzeczywisto\u015bci informacja staje si\u0119 kolejnym zasobem istotnym w dzia\u0142alno\u015bci ka\u017cdej firmy. Informacje oraz dane biznesowe mog\u0105 pochodzi\u0107 z wielu \u017ar\u00f3de\u0142, w szczeg\u00f3lno\u015bci: – Aplikacje […]<\/p>\n","protected":false},"author":1,"featured_media":770,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_uag_custom_page_level_css":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","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 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