{"id":56960,"date":"2023-12-20T20:29:55","date_gmt":"2023-12-20T13:29:55","guid":{"rendered":"https:\/\/masterskills.org\/blog\/ung-dung-cua-big-data-voi-doanh-nghiep-thuong-mai-dien-tu.html"},"modified":"2023-12-20T20:29:55","modified_gmt":"2023-12-20T13:29:55","slug":"ung-dung-cua-big-data-voi-doanh-nghiep-thuong-mai-dien-tu","status":"publish","type":"post","link":"https:\/\/masterskills.org\/blog\/ung-dung-cua-big-data-voi-doanh-nghiep-thuong-mai-dien-tu.html","title":{"rendered":"\u1ee8ng d\u1ee5ng c\u1ee7a Big data v\u1edbi doanh nghi\u1ec7p th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed"},"content":{"rendered":"
\n

V\u1edbi kh\u1ea3 n\u0103ng thu th\u1eadp, x\u1eed l\u00fd v\u00e0 ph\u00e2n t\u00edch h\u00e0ng t\u1ef7 d\u1eef li\u1ec7u m\u1ed7i ng\u00e0y, Big Data kh\u00f4ng ch\u1ec9 l\u00e0 m\u1ed9t ngu\u1ed3n th\u00f4ng tin m\u00e0 c\u00f2n l\u00e0 c\u00f4ng c\u1ee5 quan tr\u1ecdng \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a ho\u1ea1t \u0111\u1ed9ng, n\u00e2ng cao tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng v\u00e0 \u0111\u1ea1t \u0111\u01b0\u1ee3c hi\u1ec7u su\u1ea5t kinh doanh t\u1ed1i \u0111a. T\u00ecm hi\u1ec3u c\u00e1c \u1ee9ng d\u1ee5ng c\u1ee7a Big Data <\/span>trong th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed<\/span>: hi\u1ec3u r\u00f5 kh\u00e1ch h\u00e0ng, qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng, t\u0103ng c\u01b0\u1eddng ti\u1ebfp th\u1ecb,\u2026 \u0111\u1ec3 n\u1eafm b\u1eaft k\u1ecbp th\u1eddi c\u00e1c c\u01a1 h\u1ed9i ph\u00e1t tri\u1ec3n th\u00e0nh c\u00f4ng.<\/span><\/p>\n

Hi\u1ec3u r\u00f5 h\u01a1n v\u1ec1 kh\u00e1ch h\u00e0ng \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng<\/b><\/h3>\n

L\u1ee3i \u00edch c\u1ee7a Big Data \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 theo d\u00f5i v\u00e0 thu th\u1eadp d\u1eef li\u1ec7u v\u1ec1 h\u00e0nh vi mua s\u1eafm c\u1ee7a kh\u00e1ch h\u00e0ng tr\u00ean trang web v\u00e0 s\u1eed d\u1ee5ng d\u1eef li\u1ec7u n\u00e0y t\u1ea1o h\u1ed3 s\u01a1 kh\u00e1ch h\u00e0ng chi ti\u1ebft nh\u1eb1m m\u1ee5c \u0111\u00edch t\u1ed1i \u01b0u h\u00f3a tr\u1ea3i nghi\u1ec7m nh\u01b0:<\/span><\/p>\n

G\u1ee3i \u00fd s\u1ea3n ph\u1ea9m c\u00e1 nh\u00e2n h\u00f3a: <\/b>D\u1ef1a tr\u00ean d\u1eef li\u1ec7u v\u1ec1 l\u1ecbch s\u1eed mua s\u1eafm c\u1ee7a kh\u00e1ch h\u00e0ng v\u00e0 s\u1edf th\u00edch c\u00e1 nh\u00e2n, b\u1ea1n c\u00f3 th\u1ec3 t\u1ea1o g\u1ee3i \u00fd s\u1ea3n ph\u1ea9m c\u00e1 nh\u00e2n h\u00f3a. V\u00ed d\u1ee5, n\u1ebfu kh\u00e1ch h\u00e0ng th\u01b0\u1eddng mua s\u1eafm th\u1eddi trang nam v\u00e0 th\u00edch \u00e1o s\u01a1 mi, h\u1ec7 th\u1ed1ng c\u00f3 th\u1ec3 \u0111\u1ec1 xu\u1ea5t c\u00e1c s\u1ea3n ph\u1ea9m t\u01b0\u01a1ng t\u1ef1 trong ph\u00e2n kh\u00fac n\u00e0y.<\/span><\/p>\n

\"Big<\/p>\n

Big Data gi\u00fap doanh nghi\u1ec7p hi\u1ec3u r\u00f5 ch\u00e2n dung kh\u00e1ch h\u00e0ng nh\u1eb1m t\u1ed1i \u01b0u h\u00f3a tr\u1ea3i nghi\u1ec7m<\/p>\n<\/div>\n

T\u1ed1i \u01b0u h\u00f3a tr\u1ea3i nghi\u1ec7m trang web:<\/b> Theo d\u00f5i h\u00e0nh vi tr\u1ef1c tuy\u1ebfn c\u1ee7a kh\u00e1ch h\u00e0ng tr\u00ean trang web c\u1ee7a b\u1ea1n \u0111\u1ec3 c\u1ea3i thi\u1ec7n tr\u1ea3i nghi\u1ec7m. V\u00ed d\u1ee5, Sen \u0110\u1ecf \u1ee9ng d\u1ee5ng Big Data \u0111\u1ec3 ph\u00e1t hi\u1ec7n nh\u1eefng xu h\u01b0\u1edbng trong h\u00e0nh vi mua s\u1eafm c\u1ee7a ng\u01b0\u1eddi ti\u00eau d\u00f9ng \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a m\u1ed9t s\u1ed1 quy tr\u00ecnh trong v\u1eadn h\u00e0nh, ch\u1eb3ng h\u1ea1n nh\u01b0 vi\u1ec7c t\u1ef1 \u0111\u1ed9ng ch\u1ecdn s\u1ea3n ph\u1ea9m gi\u1ea3m gi\u00e1 th\u00edch h\u1ee3p, ca\u0301 nh\u00e2n ho\u0301a tra\u0309i nghi\u00ea\u0323m mua ha\u0300ng tr\u01b0\u0323c tuy\u00ea\u0301n, t\u1eeb \u0111\u00f3 t\u1ea1o ra tr\u1ea3i nghi\u1ec7m t\u00edch c\u1ef1c cho kh\u00e1ch h\u00e0ng.\u00a0<\/span><\/p>\n

D\u1ef1 \u0111o\u00e1n nhu c\u1ea7u s\u1ea3n ph\u1ea9m: <\/b>S\u1eed d\u1ee5ng d\u1eef li\u1ec7u Big Data v\u1ec1 th\u1eddi gian mua s\u1eafm c\u1ee7a kh\u00e1ch h\u00e0ng v\u00e0 c\u00e1c m\u00f4 h\u00ecnh mua s\u1eafm tr\u01b0\u1edbc \u0111\u00e2y \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n nhu c\u1ea7u c\u1ee7a h\u1ecd trong t\u01b0\u01a1ng lai. V\u00ed d\u1ee5, n\u1ebfu m\u1ed9t kh\u00e1ch h\u00e0ng th\u01b0\u1eddng mua \u0111\u1ed3 m\u00f9a h\u00e8 v\u00e0o th\u00e1ng 4, b\u1ea1n c\u00f3 th\u1ec3 g\u1eedi th\u00f4ng b\u00e1o v\u1ec1 c\u00e1c s\u1ea3n ph\u1ea9m m\u1edbi v\u00e0o m\u00f9a h\u00e8 cho h\u1ecd v\u00e0o kho\u1ea3ng th\u1eddi gian n\u00e0y.<\/span><\/p>\n

T\u00f9y ch\u1ec9nh tr\u1ea3i nghi\u1ec7m thanh to\u00e1n: <\/b>N\u1ebfu kh\u00e1ch h\u00e0ng th\u01b0\u1eddng xuy\u00ean s\u1eed d\u1ee5ng m\u1ed9t ph\u01b0\u01a1ng th\u1ee9c thanh to\u00e1n c\u1ee5 th\u1ec3, b\u1ea1n c\u00f3 th\u1ec3 l\u01b0u tr\u1eef th\u00f4ng tin thanh to\u00e1n c\u1ee7a h\u1ecd \u0111\u1ec3 gi\u00fap h\u1ecd ho\u00e0n th\u00e0nh giao d\u1ecbch nhanh ch\u00f3ng h\u01a1n trong t\u01b0\u01a1ng lai. \u0110i\u1ec1u n\u00e0y gi\u00fap t\u1ea1o ra tr\u1ea3i nghi\u1ec7m mua s\u1eafm thu\u1eadn ti\u1ec7n h\u01a1n.<\/span><\/p>\n

Theo d\u00f5i m\u1ee9c \u0111\u1ed9 h\u00e0i l\u00f2ng c\u1ee7a kh\u00e1ch h\u00e0ng: <\/b>S\u1eed d\u1ee5ng c\u00e1c cu\u1ed9c kh\u1ea3o s\u00e1t tr\u1ef1c tuy\u1ebfn ho\u1eb7c \u0111\u00e1nh gi\u00e1 s\u1ea3n ph\u1ea9m \u0111\u1ec3 \u0111o \u0111\u1ed9 h\u00e0i l\u00f2ng c\u1ee7a kh\u00e1ch h\u00e0ng v\u00e0 xem x\u00e9t c\u00e1c ph\u1ea3n h\u1ed3i \u0111\u1ec3 \u0111i\u1ec1u ch\u1ec9nh s\u1ea3n ph\u1ea9m ho\u1eb7c d\u1ecbch v\u1ee5 c\u1ee7a b\u1ea1n.\u00a0<\/span><\/p>\n

V\u00ed d\u1ee5:<\/b> Amazon \u1ee9ng d\u1ee5ng Big Data \u0111\u1ec3 thu th\u1eadp th\u00f4ng tin v\u1ec1 h\u00e0nh vi mua s\u1eafm c\u1ee7a h\u00e0ng tri\u1ec7u kh\u00e1ch h\u00e0ng. D\u1ef1a tr\u00ean d\u1eef li\u1ec7u n\u00e0y, h\u1ecd ph\u00e1t tri\u1ec3n h\u1ec7 th\u1ed1ng \u0111\u1ec1 xu\u1ea5t s\u1ea3n ph\u1ea9m c\u00e1 nh\u00e2n, gi\u00fap kh\u00e1ch h\u00e0ng t\u00ecm ki\u1ebfm v\u00e0 mua s\u1eafm d\u1ec5 d\u00e0ng h\u01a1n.<\/span><\/p>\n

\u1ee8ng d\u1ee5ng c\u1ee7a Bid Data: Qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng<\/b><\/h3>\n

Vai tr\u00f2 c\u1ee7a Big Data trong d\u1ef1 \u0111o\u00e1n v\u00e0 qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng v\u00f4 c\u00f9ng quan tr\u1ecdng, n\u00f3 gi\u00fap c\u00e1c doanh nghi\u1ec7p d\u1ef1 b\u00e1o nhu c\u1ea7u ch\u00ednh x\u00e1c h\u01a1n, hi\u1ec3u r\u00f5 h\u01a1n v\u1ec1 chu k\u1ef3 mua b\u00e1n c\u1ee7a kh\u00e1ch h\u00e0ng, \u01b0\u1edbc t\u00ednh c\u00f4ng su\u1ea5t kho trong t\u01b0\u01a1ng lai d\u1ef1a tr\u00ean c\u00e1c d\u1eef li\u1ec7u s\u1eb5n c\u00f3. C\u00e1c c\u00f4ng ngh\u1ec7 \u1ee9ng d\u1ee5ng trong Big Data gi\u00fap vi\u1ec7c qu\u1ea3n l\u00fd h\u00e0ng h\u00f3a tr\u1edf n\u00ean hi\u1ec7u qu\u1ea3 v\u00e0 thu\u1eadn ti\u1ec7n h\u01a1n so v\u1edbi c\u00e1ch qu\u1ea3n l\u00fd theo s\u1ed5 ghi ch\u00e9p truy\u1ec1n th\u1ed1ng, mang l\u1ea1i l\u1ee3i \u00edch cho c\u1ea3 doanh nghi\u1ec7p v\u00e0 kh\u00e1ch h\u00e0ng. C\u1ee5 th\u1ec3, Big Data h\u1ed7 tr\u1ee3 doanh nghi\u1ec7p v\u00e0 nh\u00e0 qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng nh\u01b0 sau:<\/span><\/p>\n

L\u1eadp l\u1ecbch \u0111\u1eb7t h\u00e0ng: <\/b>C\u00e1c nh\u00e0 qu\u1ea3n l\u00fd kho h\u00e0ng c\u00f3 kh\u1ea3 n\u0103ng l\u1eadp k\u1ebf ho\u1ea1ch \u0111\u1eb7t h\u00e0ng nhanh ch\u00f3ng, hi\u1ec7u qu\u1ea3 v\u00e0 d\u1ec5 d\u00e0ng thay \u0111\u1ed5i nh\u1edd c\u00f4ng ngh\u1ec7 Big Data ph\u00e2n t\u00edch d\u1eef li\u1ec7u h\u00e0ng h\u00f3a, s\u1ed1 l\u01b0\u1ee3ng,\u2026 n\u1ebfu c\u00f3 v\u1ea5n \u0111\u1ec1 ph\u00e1t sinh trong th\u1ef1c ti\u1ec5n.\u00a0<\/span><\/p>\n

Ti\u1ebft ki\u1ec7m v\u1eadn h\u00e0nh: <\/b>Big Data gi\u00fap doanh nghi\u1ec7p l\u1eadp k\u1ebf ho\u1ea1ch, \u0111\u1ecbnh h\u00ecnh tuy\u1ebfn \u0111\u01b0\u1eddng \u0111i, ki\u1ec3m so\u00e1t con \u0111\u01b0\u1eddng c\u1ee7a s\u1ea3n ph\u1ea9m t\u1eeb n\u01a1i s\u1ea3n xu\u1ea5t cho \u0111\u1ebfn khi \u0111\u1ebfn tay kh\u00e1ch h\u00e0ng, t\u1ed1i \u01b0u h\u00f3a nh\u00e2n s\u1ef1 cho nhi\u1ec1u kh\u00e2u v\u00e0 ti\u1ebft ki\u1ec7m chi ph\u00ed v\u1eadn h\u00e0nh.<\/span><\/p>\n

N\u00e2ng cao hi\u1ec7u qu\u1ea3 b\u1ea3o qu\u1ea3n h\u00e0ng h\u00f3a: <\/b>Big Data cho ph\u00e9p ki\u1ec3m so\u00e1t kh\u00f4ng gian nh\u00e0 kho v\u00e0 nh\u1eadn bi\u1ebft h\u00e0ng h\u00f3a \u0111\u1ebfn, gi\u00fap doanh nghi\u1ec7p d\u1ec5 d\u00e0ng l\u1ef1a ch\u1ecdn khu v\u1ef1c l\u01b0u tr\u1eef v\u00e0 b\u1ea3o qu\u1ea3n h\u00e0ng h\u00f3a. N\u00f3 c\u0169ng th\u01b0\u1eddng xuy\u00ean c\u1eadp nh\u1eadt t\u00ecnh tr\u1ea1ng kho b\u00e3i v\u00e0 s\u1ed1 l\u01b0\u1ee3ng h\u00e0ng t\u1ed3n kho \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o kh\u1ea3 n\u0103ng \u0111i\u1ec1u ph\u1ed1i c\u1ee7a doanh nghi\u1ec7p. Vi\u1ec7c \u1ee9ng d\u1ee5ng Big Data \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n v\u00e0 qu\u1ea3n l\u00fd t\u1ed3n kho gi\u00fap doanh nghi\u1ec7p gi\u1ea3m l\u00e3ng ph\u00ed, t\u1ed1i \u01b0u h\u00f3a qu\u00e1 tr\u00ecnh cung \u1ee9ng, \u0111\u1ea3m b\u1ea3o s\u1eb5n s\u00e0ng s\u1ea3n ph\u1ea9m khi c\u1ea7n, v\u00e0 t\u0103ng hi\u1ec7u su\u1ea5t to\u00e0n b\u1ed9 chu\u1ed7i cung \u1ee9ng.\u00a0<\/span><\/p>\n

V\u00ed d\u1ee5: <\/b>Alibaba \u1ee9ng d\u1ee5ng Big Data \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n nhu c\u1ea7u c\u1ee7a kh\u00e1ch h\u00e0ng v\u00e0 qu\u1ea3n l\u00fd t\u1ed3n kho m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3. H\u1ecd \u0111\u1eb7t h\u00e0ng m\u1edbi t\u1eeb nh\u00e0 s\u1ea3n xu\u1ea5t ho\u1eb7c nh\u00e0 cung c\u1ea5p d\u1ef1a tr\u00ean qu\u1ea3n l\u00fd t\u1ed3n kho t\u1ef1 \u0111\u1ed9ng v\u00e0 d\u1eef li\u1ec7u l\u1ecbch s\u1eed mua s\u1eafm c\u1ee7a kh\u00e1ch h\u00e0ng.<\/span><\/p>\n

T\u0103ng c\u01b0\u1eddng chi\u1ebfn d\u1ecbch ti\u1ebfp th\u1ecb<\/b><\/h3>\n

T\u0103ng c\u01b0\u1eddng chi\u1ebfn d\u1ecbch ti\u1ebfp th\u1ecb l\u00e0 m\u1ed9t trong nh\u1eefng c\u00e1ch quan tr\u1ecdng \u0111\u1ec3 t\u1ea1o ra s\u1ef1 t\u01b0\u01a1ng t\u00e1c v\u00e0 thu h\u00fat kh\u00e1ch h\u00e0ng trong doanh nghi\u1ec7p th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 \u1ee9ng d\u1ee5ng c\u1ee7a Big Data trong th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed \u0111\u1ec3 c\u1ea3i thi\u1ec7n chi\u1ebfn d\u1ecbch ti\u1ebfp th\u1ecb:<\/span><\/p>\n

Ph\u00e2n t\u00edch d\u1eef li\u1ec7u kh\u00e1ch h\u00e0ng:<\/b> S\u1eed d\u1ee5ng Big Data \u0111\u1ec3 hi\u1ec3u r\u00f5 h\u01a1n v\u1ec1 \u0111\u1ed1i t\u01b0\u1ee3ng m\u1ee5c ti\u00eau c\u1ee7a b\u1ea1n. Ph\u00e2n t\u00edch d\u1eef li\u1ec7u kh\u00e1ch h\u00e0ng s\u1ebd gi\u00fap b\u1ea1n bi\u1ebft \u0111\u01b0\u1ee3c ai l\u00e0 kh\u00e1ch h\u00e0ng ti\u1ec1m n\u0103ng, s\u1edf th\u00edch c\u1ee7a h\u1ecd, v\u00e0 h\u00e0nh vi mua s\u1eafm tr\u1ef1c tuy\u1ebfn. D\u1ef1a tr\u00ean th\u00f4ng tin n\u00e0y, b\u1ea1n c\u00f3 th\u1ec3 t\u1ea1o n\u1ed9i dung ti\u1ebfp th\u1ecb ph\u00f9 h\u1ee3p v\u00e0 t\u1ea1o ra chi\u1ebfn d\u1ecbch ti\u1ebfp th\u1ecb \u0111\u01b0\u1ee3c c\u00e1 nh\u00e2n h\u00f3a h\u01a1n.<\/span><\/p>\n

\"Big<\/p>\n

Big Data ph\u00e2n t\u00edch d\u1eef li\u1ec7u, c\u1ea3i thi\u1ec7n v\u00e0 t\u0103ng c\u01b0\u1eddng chi\u1ebfn d\u1ecbch ti\u1ebfp th\u1ecb cho doanh nghi\u1ec7p<\/p>\n<\/div>\n

C\u00e1 nh\u00e2n h\u00f3a th\u00f4ng \u0111i\u1ec7p ti\u1ebfp th\u1ecb: <\/b>S\u1eed d\u1ee5ng d\u1eef li\u1ec7u c\u00e1 nh\u00e2n h\u00f3a \u0111\u1ec3 t\u1ea1o ra th\u00f4ng \u0111i\u1ec7p ti\u1ebfp th\u1ecb ri\u00eang bi\u1ec7t cho t\u1eebng kh\u00e1ch h\u00e0ng. V\u00ed d\u1ee5, b\u1ea1n c\u00f3 th\u1ec3 g\u1eedi email marketing ch\u1ee9a c\u00e1c \u01b0u \u0111\u00e3i ho\u1eb7c s\u1ea3n ph\u1ea9m li\u00ean quan \u0111\u1ebfn s\u1edf th\u00edch c\u1ee7a kh\u00e1ch h\u00e0ng d\u1ef1a tr\u00ean l\u1ecbch s\u1eed mua s\u1eafm c\u1ee7a h\u1ecd.<\/span><\/p>\n

S\u1eed d\u1ee5ng qu\u1ea3ng c\u00e1o ti\u1ebfp th\u1ecb \u0111\u00edch danh: <\/b>Big Data cho ph\u00e9p b\u1ea1n t\u1ea1o ra c\u00e1c chi\u1ebfn d\u1ecbch qu\u1ea3ng c\u00e1o ti\u1ebfp th\u1ecb \u0111\u00edch danh, ch\u1ec9 \u0111\u1ed1i t\u01b0\u1ee3ng \u0111\u00fang \u0111\u1ed1i t\u01b0\u1ee3ng qu\u1ea3ng c\u00e1o c\u1ee7a b\u1ea1n. \u0110i\u1ec1u n\u00e0y gi\u00fap b\u1ea1n ti\u1ebft ki\u1ec7m ngu\u1ed3n l\u1ef1c ti\u1ebfp th\u1ecb v\u00e0 t\u0103ng t\u1ef7 l\u1ec7 chuy\u1ec3n \u0111\u1ed5i.<\/span><\/p>\n

V\u00ed d\u1ee5: <\/b>Duolingo s\u1eed d\u1ee5ng v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u Big Data v\u1ec1 h\u00e0nh vi c\u1ee7a ng\u01b0\u1eddi d\u00f9ng bao g\u1ed3m s\u1edf th\u00edch, ng\u00f4n ng\u1eef ng\u01b0\u1eddi d\u00f9ng mu\u1ed1n h\u1ecdc, th\u1eddi gian d\u00e0nh cho vi\u1ec7c h\u1ecdc, ti\u1ebfn tr\u00ecnh trong c\u00e1c b\u00e0i h\u1ecdc, v\u00e0 c\u1ea3 th\u1eddi gian d\u00e0nh cho vi\u1ec7c s\u1eed d\u1ee5ng \u1ee9ng d\u1ee5ng,\u2026 \u0111\u1ec3 t\u1ea1o ra chi\u1ebfn d\u1ecbch email marketing c\u00f3 hi\u1ec7u qu\u1ea3 h\u01a1n, t\u1ed1i \u01b0u h\u00f3a t\u1ef7 l\u1ec7 chuy\u1ec3n \u0111\u1ed5i.<\/span><\/p>\n

Vai tr\u00f2 c\u1ee7a Big Data: Ph\u00e2n t\u00edch v\u00e0 d\u1ef1 \u0111o\u00e1n xu h\u01b0\u1edbng th\u1ecb tr\u01b0\u1eddng<\/b><\/h3>\n

Ph\u00e2n t\u00edch v\u00e0 d\u1ef1 \u0111o\u00e1n xu h\u01b0\u1edbng th\u1ecb tr\u01b0\u1eddng l\u00e0 m\u1ed9t ph\u1ea7n quan tr\u1ecdng \u0111\u1ed1i v\u1edbi m\u1ed7i doanh nghi\u1ec7p. \u1ee8ng d\u1ee5ng Big Data h\u1ed7 tr\u1ee3 doanh nghi\u1ec7p ph\u00e2n t\u00edch v\u00e0 d\u1ef1 \u0111o\u00e1n xu h\u01b0\u1edbng th\u1ecb tr\u01b0\u1eddng nh\u01b0:<\/span><\/p>\n

Ph\u00e2n t\u00edch d\u1eef li\u1ec7u: <\/b>Big Data s\u1eed d\u1ee5ng c\u00e1c k\u1ef9 thu\u1eadt ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u0111\u1ec3 t\u00ecm hi\u1ec3u c\u00e1c m\u00f4 h\u00ecnh v\u00e0 xu h\u01b0\u1edbng trong d\u1eef li\u1ec7u. V\u00ed d\u1ee5, b\u1ea1n c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng ph\u00e2n t\u00edch nh\u00f3m \u0111\u1ec3 nh\u1eadn bi\u1ebft nh\u00f3m kh\u00e1ch h\u00e0ng c\u00f3 s\u1edf th\u00edch t\u01b0\u01a1ng t\u1ef1 ho\u1eb7c s\u1eed d\u1ee5ng ph\u00e2n t\u00edch kho\u1ea3ng th\u1eddi gian \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n s\u1ef1 bi\u1ebfn \u0111\u1ed5i c\u1ee7a xu h\u01b0\u1edbng theo th\u1eddi gian.<\/span><\/p>\n

Ph\u00e2n t\u00edch s\u1ef1 c\u1ea1nh tranh:<\/b> \u1ee8ng d\u1ee5ng Big Data \u0111\u1ec3 ph\u00e2n t\u00edch ho\u1ea1t \u0111\u1ed9ng c\u1ee7a \u0111\u1ed1i th\u1ee7 c\u1ea1nh tranh. \u0110i\u1ec1u n\u00e0y bao g\u1ed3m gi\u00e1m s\u00e1t gi\u00e1 c\u1ea3, ch\u01b0\u01a1ng tr\u00ecnh khuy\u1ebfn m\u00e3i, v\u00e0 ph\u1ea3n h\u1ed3i c\u1ee7a kh\u00e1ch h\u00e0ng \u0111\u1ed1i v\u1edbi h\u1ecd. \u0110i\u1ec1u n\u00e0y gi\u00fap b\u1ea1n \u0111i\u1ec1u ch\u1ec9nh chi\u1ebfn l\u01b0\u1ee3c kinh doanh c\u1ee7a m\u00ecnh \u0111\u1ec3 c\u1ea1nh tranh m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3.<\/span><\/p>\n

K\u1ebft h\u1ee3p Big Data v\u1edbi tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) v\u00e0 h\u1ecdc m\u00e1y (Machine Learning): <\/b>Big Data cung c\u1ea5p d\u1eef li\u1ec7u, \u0111\u00e2y l\u00e0 input cho AI v\u00e0 Machine Learning ph\u00e2n t\u00edch v\u00e0 d\u1ef1 \u0111o\u00e1n xu h\u01b0\u1edbng th\u1ecb tr\u01b0\u1eddng m\u1ed9t c\u00e1ch t\u1ef1 \u0111\u1ed9ng v\u00e0 li\u00ean t\u1ee5c. Ch\u1eb3ng h\u1ea1n, b\u1ea1n c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng c\u00e1c m\u00f4 h\u00ecnh h\u1ecdc m\u00e1y \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n s\u1ef1 bi\u1ebfn \u0111\u1ed5i c\u1ee7a nhu c\u1ea7u kh\u00e1ch h\u00e0ng v\u00e0 \u0111i\u1ec1u ch\u1ec9nh c\u00e1c k\u1ebf ho\u1ea1ch k\u1ecbp th\u1eddi.<\/span><\/p>\n

V\u00ed d\u1ee5: <\/b>Uber \u1ee9ng d\u1ee5ng Big Data \u0111\u1ec3 qu\u1ea3n l\u00fd ngu\u1ed3n l\u1ef1c v\u1eadn chuy\u1ec3n v\u00e0 d\u1ef1 \u0111o\u00e1n nhu c\u1ea7u \u0111\u1eb7t xe c\u1ee7a kh\u00e1ch h\u00e0ng tr\u00ean th\u1ecb tr\u01b0\u1eddng. H\u1ecd s\u1eed d\u1ee5ng d\u1eef li\u1ec7u l\u1ecbch s\u1eed \u0111\u1eb7t xe v\u00e0 d\u1eef li\u1ec7u giao th\u00f4ng \u0111\u1ec3 cung \u1ee9ng \u0111\u1ee7 t\u00e0i x\u1ebf cho nhu c\u1ea7u \u0111\u1eb7t xe c\u1ee7a kh\u00e1ch h\u00e0ng, c\u1ea3i thi\u1ec7n d\u1ecbch v\u1ee5 v\u00e0 t\u1ed1i \u01b0u h\u00f3a gi\u00e1 c\u1ea3.<\/span><\/p>\n

Big Data kh\u00f4ng ch\u1ec9 l\u00e0 m\u1ed9t xu h\u01b0\u1edbng trong l\u0129nh v\u1ef1c doanh nghi\u1ec7p th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed m\u00e0 c\u00f2n l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 quan tr\u1ecdng \u0111\u1ec3 t\u1ea1o ra s\u1ef1 kh\u00e1c bi\u1ec7t v\u00e0 c\u1ea1nh tranh m\u1ea1nh m\u1ebd. Nh\u1eefng \u1ee9ng d\u1ee5ng c\u1ee7a Big Data, t\u1eeb vi\u1ec7c d\u1ef1 \u0111o\u00e1n nhu c\u1ea7u s\u1ea3n ph\u1ea9m \u0111\u1ebfn t\u1ed1i \u01b0u h\u00f3a tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng v\u00e0 c\u1ea3i thi\u1ec7n qu\u1ea3n l\u00fd t\u1ed3n kho, \u0111\u00e3 gi\u00fap c\u00e1c doanh nghi\u1ec7p th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed t\u1ea1o ra gi\u00e1 tr\u1ecb l\u1edbn h\u01a1n cho kh\u00e1ch h\u00e0ng v\u00e0 \u0111\u1ea1t \u0111\u01b0\u1ee3c hi\u1ec7u su\u1ea5t kinh doanh t\u1ed1t h\u01a1n.<\/span><\/p>\n

Xem th\u00eam:<\/strong><\/em><\/p>\n

3 c\u00f4ng ngh\u1ec7 4.0 tr\u1ee5 c\u1ed9t c\u1ee7a cu\u1ed9c c\u00e1ch m\u1ea1ng c\u00f4ng nghi\u1ec7p 4.0<\/strong><\/em><\/p>\n

C\u00f4ng ngh\u1ec7 4.0 l\u00e0 g\u00ec? C\u00e1c c\u00f4ng ngh\u1ec7 \u0111i\u1ec3n h\u00ecnh trong th\u1eddi \u0111\u1ea1i c\u00f4ng ngh\u1ec7 4.0<\/strong><\/em><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

V\u1edbi kh\u1ea3 n\u0103ng thu th\u1eadp, x\u1eed l\u00fd v\u00e0 ph\u00e2n t\u00edch h\u00e0ng t\u1ef7 d\u1eef li\u1ec7u m\u1ed7i ng\u00e0y, Big Data kh\u00f4ng ch\u1ec9 l\u00e0 m\u1ed9t ngu\u1ed3n th\u00f4ng tin m\u00e0 c\u00f2n l\u00e0 c\u00f4ng c\u1ee5 quan tr\u1ecdng \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a ho\u1ea1t \u0111\u1ed9ng, n\u00e2ng cao tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng v\u00e0 \u0111\u1ea1t \u0111\u01b0\u1ee3c hi\u1ec7u su\u1ea5t kinh doanh t\u1ed1i \u0111a. T\u00ecm hi\u1ec3u c\u00e1c \u1ee9ng d\u1ee5ng c\u1ee7a Big Data <\/span>trong th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed<\/span>: hi\u1ec3u r\u00f5 kh\u00e1ch h\u00e0ng, qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng, t\u0103ng c\u01b0\u1eddng ti\u1ebfp th\u1ecb,\u2026 \u0111\u1ec3 n\u1eafm b\u1eaft k\u1ecbp th\u1eddi c\u00e1c c\u01a1 h\u1ed9i ph\u00e1t tri\u1ec3n th\u00e0nh c\u00f4ng.<\/span><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[191],"tags":[],"_links":{"self":[{"href":"https:\/\/masterskills.org\/blog\/wp-json\/wp\/v2\/posts\/56960"}],"collection":[{"href":"https:\/\/masterskills.org\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/masterskills.org\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/masterskills.org\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/masterskills.org\/blog\/wp-json\/wp\/v2\/comments?post=56960"}],"version-history":[{"count":0,"href":"https:\/\/masterskills.org\/blog\/wp-json\/wp\/v2\/posts\/56960\/revisions"}],"wp:attachment":[{"href":"https:\/\/masterskills.org\/blog\/wp-json\/wp\/v2\/media?parent=56960"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/masterskills.org\/blog\/wp-json\/wp\/v2\/categories?post=56960"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/masterskills.org\/blog\/wp-json\/wp\/v2\/tags?post=56960"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}