{"id":2274,"date":"2019-04-23T17:51:21","date_gmt":"2019-04-23T10:51:21","guid":{"rendered":"https:\/\/bizuni.vn\/kien-thuc-quan-tri\/?p=2274"},"modified":"2022-10-15T22:47:59","modified_gmt":"2022-10-15T15:47:59","slug":"tri-tue-nhan-tao-se-thay-doi-hoat-dong-kinh-doanh","status":"publish","type":"post","link":"https:\/\/bizuni.vn\/kien-thuc-quan-tri\/tri-tue-nhan-tao-se-thay-doi-hoat-dong-kinh-doanh\/","title":{"rendered":"Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o s\u1ebd thay \u0111\u1ed5i ho\u1ea1t \u0111\u1ed9ng kinh doanh nh\u01b0 th\u1ebf n\u00e0o?"},"content":{"rendered":"

Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o ph\u00e1t tri\u1ec3n v\u00e0 tr\u1edf n\u00ean ph\u1ed5 bi\u1ebfn h\u01a1n trong cu\u1ed9c s\u1ed1ng c\u1ee7a ch\u00fang ta. Tuy v\u1eady, l\u0129nh v\u1ef1c nghi\u00ean c\u1ee9u v\u1ec1 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u00e3 ra \u0111\u1eddi v\u00e0o n\u0103m 1956 nh\u01b0ng ph\u1ea3i m\u1ea5t h\u00e0ng th\u1eadp k\u1ef7 l\u00e0m vi\u1ec7c \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c ti\u1ebfn b\u1ed9 \u0111\u00e1ng k\u1ec3 trong vi\u1ec7c ph\u00e1t tri\u1ec3n h\u1ec7 th\u1ed1ng v\u00e0 bi\u1ebfn n\u00f3 th\u00e0nh c\u00f4ng ngh\u1ec7 th\u1ef1c. \u0110\u1ed1i v\u1edbi ho\u1ea1t \u0111\u1ed9ng kinh doanh, tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u00e3 ph\u00e1 v\u1ee1 h\u1ea7u nh\u01b0 m\u1ecdi quy tr\u00ecnh kinh doanh trong m\u1ecdi ng\u00e0nh c\u00f4ng nghi\u1ec7p. Khi c\u00f4ng ngh\u1ec7 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o sinh s\u00f4i n\u1ea3y n\u1edf, ch\u00fang \u0111ang tr\u1edf th\u00e0nh m\u1ed9t \u0111i\u1ec1u b\u1eaft bu\u1ed9c \u0111\u1ed1i v\u1edbi c\u00e1c doanh nghi\u1ec7p n\u1ebfu mu\u1ed1n duy tr\u00ec l\u1ee3i th\u1ebf c\u1ea1nh tranh.<\/i><\/p>\n

Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o l\u00e0 g\u00ec?<\/span><\/strong><\/h2>\n

“Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o” l\u00e0 m\u1ed9t thu\u1eadt ng\u1eef ch\u1ec9 b\u1ea5t k\u1ef3 lo\u1ea1i ph\u1ea7n m\u1ec1m m\u00e1y t\u00ednh n\u00e0o tham gia v\u00e0o c\u00e1c ho\u1ea1t \u0111\u1ed9ng c\u1ee7a con ng\u01b0\u1eddi, bao g\u1ed3m h\u1ecdc t\u1eadp, l\u1eadp k\u1ebf ho\u1ea1ch v\u00e0 gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1. \u0110\u1ec3 hi\u1ec3u lo\u1ea1i tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o n\u00e0o chi\u1ebfm \u01b0u th\u1ebf trong kinh doanh, ch\u00fang ta ph\u1ea3i \u0111\u00e0o s\u00e2u h\u01a1n.<\/span><\/p>\n

\"\"<\/p>\n<\/span>\n

\u201cH\u1ecdc m\u00e1y\u201d \u2013 Machine learning<\/span><\/strong><\/h2>\n

\u201cH\u1ecdc m\u00e1y\u201d l\u00e0 m\u1ed9t trong nh\u1eefng lo\u1ea1i tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o ph\u1ed5 bi\u1ebfn nh\u1ea5t trong vi\u1ec7c ph\u00e1t tri\u1ec3n cho m\u1ee5c \u0111\u00edch kinh doanh ng\u00e0y nay. H\u1ecdc m\u00e1y ch\u1ee7 y\u1ebfu \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 x\u1eed l\u00fd m\u1ed9t l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u m\u1ed9t c\u00e1ch nhanh ch\u00f3ng. Nh\u1eefng lo\u1ea1i tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o n\u00e0y l\u00e0 c\u00e1c thu\u1eadt to\u00e1n “h\u1ecdc” theo th\u1eddi gian. \u201cH\u1ecdc m\u00e1y\u201d r\u1ea5t h\u1eefu \u00edch trong vi\u1ec7c \u0111\u01b0a c\u00e1c kho d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3 trong b\u1ed1i c\u1ea3nh ng\u00e0y c\u00e0ng nhi\u1ec1u c\u00e1c thi\u1ebft b\u1ecb \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i v\u1edbi nhau v\u00e0 internet v\u1ea1n v\u1eadt.<\/span><\/p>\n

\"\"<\/p>\n

<\/span>
\nV\u00ed d\u1ee5: n\u1ebfu b\u1ea1n qu\u1ea3n l\u00fd m\u1ed9t nh\u00e0 m\u00e1y s\u1ea3n xu\u1ea5t, m\u00e1y m\u00f3c c\u1ee7a b\u1ea1n c\u00f3 kh\u1ea3 n\u0103ng k\u1ebft n\u1ed1i internet. C\u00e1c thi\u1ebft b\u1ecb \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i cung c\u1ea5p m\u1ed9t lu\u1ed3ng d\u1eef li\u1ec7u li\u00ean t\u1ee5c v\u1ec1 ch\u1ee9c n\u0103ng, s\u1ea3n xu\u1ea5t\u2026 \u0111\u1ebfn m\u1ed9t v\u1ecb tr\u00ed trung t\u00e2m. Ch\u00fang ta s\u1ebd r\u1ea5t kh\u00f3 kh\u0103n trong vi\u1ec7c s\u00e0ng l\u1ecdc v\u00e0 c\u00f3 th\u1ec3 b\u1ecf l\u1ee1 h\u1ea7u h\u1ebft c\u00e1c m\u1eabu do c\u00f3 qu\u00e1 nhi\u1ec1u d\u1eef li\u1ec7u. \u201cH\u1ecdc m\u00e1y\u201d c\u00f3 th\u1ec3 nhanh ch\u00f3ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u khi c\u00f3, x\u00e1c \u0111\u1ecbnh c\u00e1c m\u1eabu b\u1ea5t th\u01b0\u1eddng. N\u1ebfu m\u1ed9t m\u00e1y trong nh\u00e0 m\u00e1y s\u1ea3n xu\u1ea5t ho\u1ea1t \u0111\u1ed9ng v\u1edbi c\u00f4ng su\u1ea5t gi\u1ea3m, thu\u1eadt to\u00e1n \u201ch\u1ecdc m\u00e1y\u201d c\u00f3 th\u1ec3 ph\u00e1t hi\u1ec7n \u0111\u01b0\u1ee3c n\u00f3 v\u00e0 th\u00f4ng b\u00e1o cho nh\u1eefng ng\u01b0\u1eddi ra quy\u1ebft \u0111\u1ecbnh r\u1eb1ng \u0111\u00e3 \u0111\u1ebfn l\u00fac ph\u1ea3i c\u1eed m\u1ed9t nh\u00f3m b\u1ea3o tr\u00ec ph\u00f2ng ng\u1eeba \u0111\u1ebfn.<\/span>
\nNh\u01b0ng \u201ch\u1ecdc m\u00e1y\u201d c\u0169ng l\u00e0 m\u1ed9t ph\u1ea1m tr\u00f9 t\u01b0\u01a1ng \u0111\u1ed1i r\u1ed9ng. S\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a m\u1ea1ng l\u01b0\u1edbi th\u1ea7n kinh nh\u00e2n t\u1ea1o – m\u1ed9t m\u1ea1ng l\u01b0\u1edbi c\u00e1c “n\u00fat” tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i v\u1edbi nhau \u0111\u00e3 t\u1ea1o ra kh\u00e1i ni\u1ec7m m\u1edbi: “h\u1ecdc s\u00e2u”.<\/p>\n

\u201cH\u1ecdc s\u00e2u\u201d \u2013 Deep learning<\/span><\/strong><\/h2>\n

\u201cH\u1ecdc s\u00e2u\u201d l\u00e0 m\u1ed9t phi\u00ean b\u1ea3n c\u1ee5 th\u1ec3 h\u01a1n c\u1ee7a \u201ch\u1ecdc m\u00e1y\u201d d\u1ef1a tr\u00ean c\u00e1c m\u1ea1ng l\u01b0\u1edbi th\u1ea7n kinh \u0111\u1ec3 tham gia v\u00e0o l\u00fd lu\u1eadn phi tuy\u1ebfn. \u201cH\u1ecdc s\u00e2u\u201d c\u00f3 th\u1ec3 th\u1ef1c hi\u1ec7n c\u00e1c ch\u1ee9c n\u0103ng n\u00e2ng cao h\u01a1n, ch\u1eb3ng h\u1ea1n nh\u01b0 ph\u00e1t hi\u1ec7n gian l\u1eadn. N\u00f3 c\u00f3 th\u1ec3 l\u00e0m \u0111i\u1ec1u n\u00e0y b\u1eb1ng c\u00e1ch ph\u00e2n t\u00edch m\u1ed9t lo\u1ea1t c\u00e1c y\u1ebfu t\u1ed1 c\u00f9ng m\u1ed9t l\u00fac. V\u00ed d\u1ee5, \u0111\u1ec3 xe t\u1ef1 l\u00e1i ho\u1ea1t \u0111\u1ed9ng, m\u1ed9t s\u1ed1 y\u1ebfu t\u1ed1 ph\u1ea3i \u0111\u01b0\u1ee3c x\u00e1c \u0111\u1ecbnh, ph\u00e2n t\u00edch v\u00e0 ph\u1ea3n h\u1ed3i c\u00f9ng m\u1ed9t l\u00fac. C\u00e1c thu\u1eadt to\u00e1n \u201ch\u1ecdc s\u00e2u\u201d \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 gi\u00fap xe t\u1ef1 l\u00e1i thu th\u1eadp th\u00f4ng tin nh\u1edd c\u00e1c b\u1ed9 ph\u1eadn c\u1ea3m bi\u1ebfn c\u1ee7a ch\u00fang, nh\u01b0 kho\u1ea3ng c\u00e1ch c\u1ee7a c\u00e1c v\u1eadt th\u1ec3 kh\u00e1c, t\u1ed1c \u0111\u1ed9 di chuy\u1ec3n… T\u1ea5t c\u1ea3 th\u00f4ng tin n\u00e0y \u0111\u01b0\u1ee3c t\u00ednh to\u00e1n k\u1ebft h\u1ee3p v\u1edbi nhau \u0111\u1ec3 gi\u00fap m\u1ed9t chi\u1ebfc xe t\u1ef1 l\u00e1i \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh khi n\u00e0o c\u1ea7n chuy\u1ec3n l\u00e0n.<\/span>
\n\u201cH\u1ecdc s\u00e2u\u201d s\u1ebd \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng ph\u1ed5 bi\u1ebfn h\u01a1n. B\u1edfi v\u00ec c\u00e1c m\u00f4 h\u00ecnh \u201ch\u1ecdc s\u00e2u\u201d c\u00f3 th\u1ec3 ti\u1ebfp t\u1ee5c c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t khi nh\u1eadn \u0111\u01b0\u1ee3c nhi\u1ec1u d\u1eef li\u1ec7u h\u01a1n. \u0110i\u1ec1u n\u00e0y l\u00e0m cho c\u00e1c m\u00f4 h\u00ecnh \u201ch\u1ecdc s\u00e2u\u201d c\u00f3 kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng v\u00e0 chi ti\u1ebft nhi\u1ec1u h\u01a1n.<\/p>\n

Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0 kinh doanh ng\u00e0y nay<\/span><\/strong><\/h2>\n

Thay v\u00ec ph\u1ee5c v\u1ee5 nh\u01b0 m\u1ed9t s\u1ef1 thay th\u1ebf cho tr\u00ed th\u00f4ng minh v\u00e0 s\u1ef1 kh\u00e9o l\u00e9o c\u1ee7a con ng\u01b0\u1eddi, tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o th\u01b0\u1eddng \u0111\u01b0\u1ee3c xem l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 h\u1ed7 tr\u1ee3. N\u00f3 c\u00f3 kh\u1ea3 n\u0103ng x\u1eed l\u00fd v\u00e0 ph\u00e2n t\u00edch c\u00e1c lu\u1ed3ng d\u1eef li\u1ec7u nhanh h\u01a1n nhi\u1ec1u so v\u1edbi b\u1ed9 n\u00e3o c\u1ee7a con ng\u01b0\u1eddi. Sau \u0111\u00f3, n\u00f3 s\u1ebd t\u1ed5ng h\u1ee3p v\u00e0 tr\u00ecnh b\u00e0y k\u1ebft qu\u1ea3 cho ng\u01b0\u1eddi d\u00f9ng.<\/span>
\nNh\u1eefng \u0111\u1eb7c \u0111i\u1ec3m \u0111\u00f3 l\u00e0m cho tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o tr\u1edf n\u00ean c\u00f3 gi\u00e1 tr\u1ecb cao trong nhi\u1ec1u ng\u00e0nh c\u00f4ng nghi\u1ec7p, cho d\u00f9 \u0111\u00f3 ch\u1ec9 \u0111\u01a1n gi\u1ea3n l\u00e0 gi\u00fap kh\u00e1ch v\u00e0 nh\u00e2n vi\u00ean di chuy\u1ec3n quanh khu\u00f4n vi\u00ean c\u00f4ng ty m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3 ho\u1eb7c th\u1ef1c hi\u1ec7n m\u1ed9t nhi\u1ec7m v\u1ee5 ph\u1ee9c t\u1ea1p nh\u01b0 gi\u00e1m s\u00e1t m\u1ed9t tuabin gi\u00f3 \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n khi n\u00e0o c\u1ea7n s\u1eeda ch\u1eefa.<\/span>
\n\u201cH\u1ecdc m\u00e1y\u201d \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng th\u01b0\u1eddng xuy\u00ean trong c\u00e1c h\u1ec7 th\u1ed1ng thu th\u1eadp l\u01b0\u1ee3ng d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3. V\u00ed d\u1ee5, h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd n\u0103ng l\u01b0\u1ee3ng th\u00f4ng minh thu th\u1eadp d\u1eef li\u1ec7u t\u1eeb b\u1ed9 ph\u1eadn c\u1ea3m bi\u1ebfn \u0111\u01b0\u1ee3c g\u1eafn v\u00e0o c\u00e1c v\u1eadt kh\u00e1c nhau. Sau \u0111\u00f3, d\u1eef li\u1ec7u s\u1ebd \u0111\u01b0\u1ee3c thu th\u1eadp v\u00e0 x\u1eed l\u00fd b\u1eb1ng c\u00e1c thu\u1eadt to\u00e1n. Qu\u00e1 tr\u00ecnh n\u00e0y gi\u00fap con ng\u01b0\u1eddi hi\u1ec3u r\u00f5 h\u01a1n v\u1ec1 nhu c\u1ea7u s\u1eed d\u1ee5ng n\u0103ng l\u01b0\u1ee3ng v\u00e0 b\u1ea3o tr\u00ec h\u1ec7 th\u1ed1ng.<\/span>
\nTr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o c\u0169ng \u0111ang thay \u0111\u1ed5i h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd quan h\u1ec7 kh\u00e1ch h\u00e0ng (CRM). C\u00e1c ph\u1ea7n m\u1ec1m nh\u01b0 Salesforce ho\u1eb7c Zoho y\u00eau c\u1ea7u s\u1ef1 can thi\u1ec7p m\u1ea1nh m\u1ebd c\u1ee7a con ng\u01b0\u1eddi \u0111\u1ec3 lu\u00f4n c\u1eadp nh\u1eadt v\u00e0 ch\u00ednh x\u00e1c. Nh\u01b0ng khi b\u1ea1n \u00e1p d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o cho c\u00e1c n\u1ec1n t\u1ea3ng n\u00e0y, m\u1ed9t h\u1ec7 th\u1ed1ng CRM b\u00ecnh th\u01b0\u1eddng s\u1ebd chuy\u1ec3n th\u00e0nh h\u1ec7 th\u1ed1ng t\u1ef1 c\u1eadp nh\u1eadt, t\u1ef1 s\u1eeda l\u1ed7i.<\/span><\/p>\n

\"\"<\/p>\n

<\/span>
\nT\u00f3m l\u1ea1i, Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o ch\u1eafc ch\u1eafn s\u1ebd l\u00e0 1 ph\u1ea7n t\u01b0\u01a1ng lai c\u1ee7a ch\u00fang ta. Khi c\u00f4ng ngh\u1ec7 n\u00e0y ph\u00e1t tri\u1ec3n, s\u1ebd c\u00f3 nhi\u1ec1u \u1ee9ng d\u1ee5ng kinh doanh d\u1ef1a xu\u1ea5t hi\u1ec7n c\u0169ng nh\u01b0 s\u1ef1 d\u1ecbch chuy\u1ec3n c\u1ee7a m\u1ed9t s\u1ed1 ng\u00e0nh ngh\u1ec1 nh\u1ea5t \u0111\u1ecbnh v\u00e0 t\u1ea1o ra nh\u1eefng c\u00f4ng vi\u1ec7c ho\u00e0n to\u00e0n m\u1edbi. C\u00f9ng v\u1edbi internet v\u1ea1n v\u1eadt, tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o c\u00f3 kh\u1ea3 n\u0103ng t\u00e1c \u0111\u1ed9ng l\u1edbn \u0111\u1ebfn n\u1ec1n kinh t\u1ebf n\u00f3i chung v\u00e0 ho\u1ea1t \u0111\u1ed9ng kinh doanh n\u00f3i ri\u00eang.<\/p>\n<\/span>\n

Theo Business News Daily<\/i><\/p>\n","protected":false},"excerpt":{"rendered":"

Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o ph\u00e1t tri\u1ec3n v\u00e0 tr\u1edf n\u00ean ph\u1ed5 bi\u1ebfn h\u01a1n trong cu\u1ed9c s\u1ed1ng c\u1ee7a ch\u00fang ta. Tuy v\u1eady, l\u0129nh v\u1ef1c nghi\u00ean c\u1ee9u v\u1ec1 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u00e3…<\/p>\n","protected":false},"author":1,"featured_media":2288,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[33],"tags":[],"jetpack_featured_media_url":"https:\/\/i0.wp.com\/bizuni.vn\/kien-thuc-quan-tri\/wp-content\/uploads\/2019\/04\/AI-governance-lead-696x392.jpg?fit=696%2C392&ssl=1","_links":{"self":[{"href":"https:\/\/bizuni.vn\/kien-thuc-quan-tri\/wp-json\/wp\/v2\/posts\/2274"}],"collection":[{"href":"https:\/\/bizuni.vn\/kien-thuc-quan-tri\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/bizuni.vn\/kien-thuc-quan-tri\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/bizuni.vn\/kien-thuc-quan-tri\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/bizuni.vn\/kien-thuc-quan-tri\/wp-json\/wp\/v2\/comments?post=2274"}],"version-history":[{"count":0,"href":"https:\/\/bizuni.vn\/kien-thuc-quan-tri\/wp-json\/wp\/v2\/posts\/2274\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/bizuni.vn\/kien-thuc-quan-tri\/wp-json\/wp\/v2\/media\/2288"}],"wp:attachment":[{"href":"https:\/\/bizuni.vn\/kien-thuc-quan-tri\/wp-json\/wp\/v2\/media?parent=2274"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/bizuni.vn\/kien-thuc-quan-tri\/wp-json\/wp\/v2\/categories?post=2274"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/bizuni.vn\/kien-thuc-quan-tri\/wp-json\/wp\/v2\/tags?post=2274"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}