{"id":61040,"date":"2022-09-06T22:15:12","date_gmt":"2022-09-06T15:15:12","guid":{"rendered":"http:\/\/amis.misa.vn\/?p=61040"},"modified":"2023-07-20T14:16:00","modified_gmt":"2023-07-20T07:16:00","slug":"data-warehouse-la-gi","status":"publish","type":"post","link":"https:\/\/amis.misa.vn\/61040\/data-warehouse-la-gi\/","title":{"rendered":"Data warehouse l\u00e0 g\u00ec? L\u1ee3i \u00edch c\u1ee7a kho d\u1eef li\u1ec7u doanh nghi\u1ec7p"},"content":{"rendered":"<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">Trong m\u00f4i tr\u01b0\u1eddng kinh doanh hi\u1ec7n nay, Data warehouse \u0111\u01b0\u1ee3c xem nh\u01b0 nh\u00e2n t\u1ed1 c\u1ed1t l\u00f5i gi\u00fap doanh nghi\u1ec7p n\u00e2ng cao hi\u1ec7u su\u1ea5t. V\u00ec v\u1eady, c\u00e1c nh\u00e0 l\u00e3nh \u0111\u1ea1o, qu\u1ea3n tr\u1ecb doanh nghi\u1ec7p c\u1ea7n ph\u1ea3i th\u1ea5u hi\u1ec3u <\/span><b><i>Data warehouse l\u00e0 g\u00ec<\/i><\/b><span style=\"font-weight: 400;\"> v\u00e0 \u1ee9ng d\u1ee5ng t\u1ed1i \u0111a nh\u1eefng l\u1ee3i \u00edch m\u00e0 h\u1ec7 th\u1ed1ng n\u00e0y mang l\u1ea1i.\u00a0\u00a0<\/span><\/p>\n<figure id=\"attachment_61042\" aria-describedby=\"caption-attachment-61042\" style=\"width: 720px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-61042 size-full\" src=\"\/wp-content\/uploads\/2022\/07\/khai-niem-data-warehourse-la-gi.jpg\" alt=\"kh\u00e1i ni\u1ec7m data warehouse l\u00e0 g\u00ec\" width=\"720\" height=\"425\" srcset=\"\/wp-content\/uploads\/2022\/07\/khai-niem-data-warehourse-la-gi.jpg 720w, \/wp-content\/uploads\/2022\/07\/khai-niem-data-warehourse-la-gi-500x295.jpg 500w\" sizes=\"(max-width: 720px) 100vw, 720px\" \/><figcaption id=\"caption-attachment-61042\" class=\"wp-caption-text\">Data warehouse l\u00e0 c\u00f4ng c\u0169 h\u1ed7 tr\u1ee3 doanh nghi\u1ec7p c\u1ea3i thi\u1ec7n qu\u00e1 tr\u00ecnh kinh doanh hi\u1ec7u qu\u1ea3<\/figcaption><\/figure>\n<h2 style=\"text-align: justify;\"><b>I. Data warehouse l\u00e0 g\u00ec?<\/b><\/h2>\n<h3 style=\"text-align: justify;\"><b>1. Kh\u00e1i ni\u1ec7m\u00a0<\/b><\/h3>\n<p style=\"text-align: justify;\"><b>Data warehouse l\u00e0 g\u00ec <\/b><span style=\"font-weight: 400;\">c\u00f3 ngh\u0129a l\u00e0 kho d\u1eef li\u1ec7u &#8211; m\u1ed9t lo\u1ea1i h\u00ecnh qu\u1ea3n l\u00fd d\u1eef li\u1ec7u trong doanh nghi\u1ec7p. Data Warehouse h\u1ed7 tr\u1ee3 c\u00f4ng vi\u1ec7c kinh doanh b\u1eb1ng c\u00e1ch ph\u00e2n t\u00edch, truy v\u1ea5n v\u00e0 l\u01b0u tr\u1eef l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u t\u1eeb c\u00e1c ngu\u1ed3n kh\u00e1c nhau nh\u01b0 ph\u1ea7n m\u1ec1m (ph\u1ea7n m\u1ec1m b\u00e1n h\u00e0ng, k\u1ebf to\u00e1n, nh\u00e2n s\u1ef1,&#8230;), website, l\u00f5i ng\u00e2n h\u00e0ng,&#8230;<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">Nh\u1edd kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch chuy\u00ean s\u00e2u, Data Warehouse kh\u00f4ng ch\u1ec9 gi\u00fap nh\u00e0 l\u00e3nh \u0111\u1ea1o hi\u1ec3u th\u00eam qu\u00e1 tr\u00ecnh kinh doanh t\u1eeb d\u1eef li\u1ec7u m\u00e0 c\u00f2n c\u00f3 c\u0103n c\u1ee9 c\u1ea3i thi\u1ec7n ho\u1ea1t \u0111\u1ed9ng li\u00ean t\u1ee5c. M\u1eb7t kh\u00e1c, nh\u1eefng d\u1eef li\u1ec7u n\u00e0y l\u00e0 ngu\u1ed3n nghi\u00ean c\u1ee9u v\u00f4 gi\u00e1 cho c\u00e1c nh\u00e0 ph\u00e2n t\u00edch.\u00a0<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">C\u1ea5u tr\u00fac c\u1ee7a Data warehouse th\u01b0\u1eddng bao g\u1ed3m c\u00e1c y\u1ebfu t\u1ed1 sau:\u00a0<\/span><\/p>\n<ul style=\"text-align: justify;\">\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">M\u1ed9t c\u01a1 s\u1edf d\u1eef li\u1ec7u quan h\u1ec7 v\u1edbi m\u1ee5c ti\u00eau l\u01b0u tr\u1eef, qu\u1ea3n l\u00fd d\u1eef li\u1ec7u.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">M\u1ed9t gi\u1ea3i ph\u00e1p ELT (tr\u00edch xu\u1ea5t, t\u1ea3i l\u00ean v\u00e0 bi\u1ebfn \u0111\u1ed5i) \u0111\u1ec3 chu\u1ea9n b\u1ecb d\u1eef li\u1ec7u ph\u00e2n t\u00edch.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch, th\u1ed1ng k\u00ea, khai th\u00e1c v\u00e0 b\u00e1o c\u00e1o.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">C\u00f4ng c\u1ee5 ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u1ec1 kh\u00e1ch h\u00e0ng m\u1ed9t c\u00e1ch tr\u1ef1c quan.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">C\u00f4ng c\u1ee5 th\u00f4ng minh \u00e1p d\u1ee5ng d\u1ee5ng khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u1ec3 ph\u00e2n t\u00edch nhi\u1ec1u lo\u1ea1i d\u1eef li\u1ec7u tr\u00ean quy m\u00f4 l\u1edbn.\u00a0<\/span><\/li>\n<\/ul>\n<p><span style=\"font-size: 14pt;\"><span style=\"font-size: 12pt;\">&gt;&gt; T\u00ecm hi\u1ec3u th\u00eam<\/span>: <a href=\"https:\/\/amis.misa.vn\/54139\/so-hoa-du-lieu-la-gi\/\" target=\"_blank\" rel=\"noopener\"><span style=\"color: #ff6600;\">S\u1ed1 h\u00f3a d\u1eef li\u1ec7u v\u00e0 c\u00e1c b\u01b0\u1edbc s\u1ed1 h\u00f3a d\u1eef li\u1ec7u trong doanh nghi\u1ec7p<\/span><\/a><\/span><\/p>\n<h3 style=\"text-align: justify;\"><b>2. L\u1ecbch s\u1eed h\u00ecnh th\u00e0nh<\/b><\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">Tr\u00ean th\u1ef1c t\u1ebf, <\/span><b>Data warehouse l\u00e0 g\u00ec<\/b><span style=\"font-weight: 400;\"> \u0111\u00e3 xu\u1ea5t hi\u1ec7n t\u1eeb cu\u1ed1i nh\u1eefng n\u0103m 1980 do Inmon Bill \u0111\u1ecbnh ngh\u0129a l\u1ea7n \u0111\u1ea7u ti\u00ean. \u00d4ng \u0111\u01b0\u1ee3c coi l\u00e0 cha \u0111\u1ebb c\u1ee7a kho d\u1eef li\u1ec7u v\u1edbi h\u00e0ng lo\u1ea1t c\u00e1c \u0111\u1ec1 t\u00e0i v\u1ec1 x\u00e2y d\u1ef1ng, s\u1eed d\u1ee5ng v\u00e0 b\u1ea3o tr\u00ec th\u00f4ng tin doanh nghi\u1ec7p.<\/span><\/p>\n<figure id=\"attachment_61043\" aria-describedby=\"caption-attachment-61043\" style=\"width: 720px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-61043 size-full\" src=\"\/wp-content\/uploads\/2022\/07\/lich-su-phat-trien-data-warehouse.jpg\" alt=\"l\u1ecbch s\u1eed ph\u00e1t tri\u1ec3n Data warehouse\" width=\"720\" height=\"317\" srcset=\"\/wp-content\/uploads\/2022\/07\/lich-su-phat-trien-data-warehouse.jpg 720w, \/wp-content\/uploads\/2022\/07\/lich-su-phat-trien-data-warehouse-500x220.jpg 500w\" sizes=\"(max-width: 720px) 100vw, 720px\" \/><figcaption id=\"caption-attachment-61043\" class=\"wp-caption-text\">C\u00e1c m\u1ed1c ph\u00e1t tri\u1ec3n c\u1ee7a Data warehouse<\/figcaption><\/figure>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">\u1ede giai \u0111o\u1ea1n \u0111\u1ea7u, n\u00f3 ch\u1ec9 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng v\u00e0o vi\u1ec7c chuy\u1ec3n d\u1eef li\u1ec7u t\u1eeb h\u1ec7 th\u1ed1ng v\u1eadn h\u00e0nh sang c\u00e1c h\u1ec7 th\u1ed1ng h\u1ed7 tr\u1ee3 quy\u1ebft \u0111\u1ecbnh chi\u1ebfn l\u01b0\u1ee3c. \u0110\u1ed3ng th\u1eddi, kho d\u1eef li\u1ec7u n\u00e0y c\u0169ng \u0111\u00f2i h\u1ecfi l\u01b0\u1ee3ng l\u1edbn ngu\u1ed3n l\u1ef1c d\u1ef1 ph\u00f2ng n\u00ean ch\u01b0a \u0111\u01b0\u1ee3c bi\u1ebft \u0111\u1ebfn r\u1ed9ng r\u00e3i.\u00a0<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">Khi c\u00f4ng ngh\u1ec7 ph\u00e1t tri\u1ec3n h\u01a1n, c\u00e1c kho d\u1eef li\u1ec7u truy\u1ec1n th\u1ed1ng \u0111\u00e3 n\u00e2ng c\u1ea5p tr\u1edf th\u00e0nh c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng \u0111a d\u1ea1ng. Qu\u00e1 tr\u00ecnh m\u1edf r\u1ed9ng d\u1eef li\u1ec7u l\u1edbn c\u00f9ng c\u00f4ng ngh\u1ec7 k\u1ef9 thu\u1eadt s\u1ed1 ng\u00e0y c\u00e0ng th\u00fac \u0111\u1ea9y vai tr\u00f2 c\u1ee7a kho d\u1eef li\u1ec7u doanh nghi\u1ec7p.\u00a0<\/span><\/p>\n<h2 style=\"text-align: justify;\"><b>II. L\u1ee3i \u00edch c\u1ee7a Data warehouse<\/b><\/h2>\n<h3 style=\"text-align: justify;\"><b>1. Qu\u1ea3n l\u00fd t\u1eadp trung<\/b><span style=\"font-weight: 400;\">\u00a0<\/span><\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\"><strong><span style=\"color: #ff6600;\"><a style=\"color: #ff6600;\" href=\"https:\/\/amis.misa.vn\/5577\/chuyen-doi-so-la-gi\/\" target=\"_blank\" rel=\"noopener\">Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 doanh nghi\u1ec7p<\/a><\/span><\/strong> d\u1eabn \u0111\u1ebfn t\u00ecnh tr\u1ea1ng doanh nghi\u1ec7p c\u1ea7n x\u1eed l\u00fd l\u01b0\u1ee3ng d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3 t\u1eeb n\u1ed9i b\u1ed9 v\u00e0 b\u00ean ngo\u00e0i. Do \u0111\u00f3, kho d\u1eef li\u1ec7u t\u1ed5ng h\u1ee3p Data warehouse tr\u1edf th\u00e0nh c\u00f4ng c\u1ee5 qu\u1ea3n l\u00fd t\u1ea5t c\u1ea3 c\u00e1c th\u00f4ng tin m\u1ed9t c\u00e1ch t\u1eadp trung, khoa h\u1ecdc. Data warehouse gi\u00fap m\u1ecdi ng\u01b0\u1eddi ti\u1ebft ki\u1ec7m th\u1eddi gian t\u00ecm ki\u1ebfm, ph\u00e2n lo\u1ea1i v\u00e0 t\u1ed1i \u01b0u d\u1eef li\u1ec7u.<\/span><\/p>\n<h3 style=\"text-align: justify;\"><b>2. \u0110\u1ea3m b\u1ea3o ch\u1ea5t l\u01b0\u1ee3ng v\u00e0 t\u00ednh th\u1ed1ng nh\u1ea5t d\u1eef li\u1ec7u<\/b><\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">Data warehouse cho ph\u00e9p doanh nghi\u1ec7p lo\u1ea1i b\u1ecf c\u00e1c d\u1eef li\u1ec7u th\u1eeba v\u00e0 chu\u1ea9n h\u00f3a ho\u1ea1t \u0111\u1ed9ng thu th\u1eadp th\u00f4ng tin. Doanh nghi\u1ec7p s\u1ebd h\u1ec7 th\u1ed1ng d\u1eef li\u1ec7u ngu\u1ed3n \u0111\u00e1p \u1ee9ng \u0111\u00fang y\u00eau c\u1ea7u ho\u1ea1t \u0111\u1ed9ng, th\u1ed1ng nh\u1ea5t \u0111\u1ed3ng b\u1ed9 trong to\u00e0n b\u1ed9 m\u00e1y.\u00a0<\/span><\/p>\n<figure id=\"attachment_61044\" aria-describedby=\"caption-attachment-61044\" style=\"width: 720px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-61044 size-full\" src=\"\/wp-content\/uploads\/2022\/07\/loi-ich-cua-data-warehouse.jpg\" alt=\"l\u1ee3i \u00edch c\u1ee7a Data warehouse\" width=\"720\" height=\"513\" srcset=\"\/wp-content\/uploads\/2022\/07\/loi-ich-cua-data-warehouse.jpg 720w, \/wp-content\/uploads\/2022\/07\/loi-ich-cua-data-warehouse-500x356.jpg 500w\" sizes=\"(max-width: 720px) 100vw, 720px\" \/><figcaption id=\"caption-attachment-61044\" class=\"wp-caption-text\">Data warehouse mang l\u1ea1i nh\u1eefng l\u1ee3i \u00edch v\u00f4 c\u00f9ng to l\u1edbn cho doanh nghi\u1ec7p<\/figcaption><\/figure>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">\u0110i\u1ec1u n\u00e0y gi\u00fap nh\u00e2n vi\u00ean d\u1ec5 d\u00e0ng truy c\u1eadp d\u1eef li\u1ec7u ch\u00ednh x\u00e1c m\u1ecdi l\u00fac m\u1ecdi n\u01a1i, gi\u1ea3m t\u1ef7 l\u1ec7 sai s\u00f3t v\u00e0 nh\u1ea7m l\u1eabn th\u00f4ng tin. Ngo\u00e0i ra, t\u00ednh th\u1ed1ng nh\u1ea5t c\u0169ng khi\u1ebfn qu\u00e1 tr\u00ecnh \u0111\u00e0o t\u1ea1o h\u1ed9i nh\u1eadp cho nh\u00e2n vi\u00ean m\u1edbi c\u1ee7a doanh nghi\u1ec7p di\u1ec5n ra thu\u1eadn l\u1ee3i h\u01a1n.\u00a0\u00a0<\/span><\/p>\n<h3 style=\"text-align: justify;\"><b>3. T\u1ea1o ra l\u1ee3i th\u1ebf c\u1ea1nh tranh<\/b> <span style=\"font-weight: 400;\">\u00a0<\/span><\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">C\u00e1c nh\u00e0 qu\u1ea3n l\u00fd, l\u00e3nh \u0111\u1ea1o c\u00f3 th\u1ec3 ph\u00e2n t\u00edch, t\u00ecm hi\u1ec3u s\u00e2u s\u1eafc nh\u1eefng v\u1ea5n \u0111\u1ec1 c\u1ee7a doanh nghi\u1ec7p qua Data warehouse. V\u00ed d\u1ee5, kho d\u1eef li\u1ec7u s\u1ebd ch\u1ec9 ra m\u1ed9t s\u1ed1 \u0111i\u1ec3m n\u00f3ng ch\u01b0a \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u qua s\u1ed1 li\u1ec7u s\u1ed1 li\u1ec7u so s\u00e1nh tr\u1ef1c quan. T\u1eeb \u0111\u00f3 ban l\u00e3nh \u0111\u1ea1o c\u00f3 c\u0103n c\u1ee9 \u0111\u01b0a ra c\u00e1c quy\u1ebft \u0111\u1ecbnh c\u1ea3i ti\u1ebfn k\u1ecbp th\u1eddi, \u0111\u1ecbnh h\u01b0\u1edbng \u0111\u00fang ph\u00e2n kh\u00fac kh\u00e1ch h\u00e0ng, li\u00ean t\u1ee5c n\u00e2ng cao ch\u1ea5t l\u01b0\u1ee3ng s\u1ea3n ph\u1ea9m, d\u1ecbch v\u1ee5 v\u00e0 t\u0103ng kh\u1ea3 n\u0103ng c\u1ea1nh tranh tr\u00ean th\u1ecb tr\u01b0\u1eddng.\u00a0<\/span><\/p>\n<table style=\"border-collapse: collapse; width: 100%;\">\n<tbody>\n<tr>\n<td style=\"width: 100%;\">B\u1ea5t k\u1ef3 doanh nghi\u1ec7p n\u00e0o c\u0169ng c\u1ea7n s\u1eb5n s\u00e0ng nh\u1eefng tri th\u1ee9c v\u00e0 ngu\u1ed3n l\u1ef1c \u0111\u1ec3 tham gia v\u00e0o qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1. Ch\u00ednh v\u00ec v\u1eady, MISA AMIS m\u1eddi b\u1ea1n tham kh\u1ea3o nhay Ebook chuy\u00ean s\u00e2u d\u01b0\u1edbi \u0111\u00e2y:<\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 14pt;\"><strong><span style=\"color: #ff6600;\">M\u1edcI B\u1ea0N \u0110\u0102NG K\u00dd NH\u1eacN NGAY B\u1ed8 T\u00c0I LI\u1ec6U MI\u1ec4N PH\u00cd: H\u01af\u1edaNG D\u1eaaN CHUY\u1ec2N \u0110\u1ed4I S\u1ed0 C\u00c1C NG\u00c0NH NGH\u1ec0<\/span><\/strong><\/span><\/p>\n<p><a href=\"#ebook\"><img loading=\"lazy\" decoding=\"async\" class=\"size-medium wp-image-48377 aligncenter\" src=\"\/wp-content\/uploads\/2022\/05\/CTA-Ebook-300x59.png\" alt=\"\" width=\"300\" height=\"59\" srcset=\"\/wp-content\/uploads\/2022\/05\/CTA-Ebook-300x59.png 300w, \/wp-content\/uploads\/2022\/05\/CTA-Ebook.png 313w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/a><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2 style=\"text-align: justify;\"><b>III. C\u00e1c lo\u1ea1i Datawarehouse\u00a0<\/b><\/h2>\n<h3 style=\"text-align: justify;\"><b>1. Kho d\u1eef li\u1ec7u doanh nghi\u1ec7p<\/b><\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">Kho d\u1eef li\u1ec7u doanh nghi\u1ec7p l\u00e0 m\u1ed9t kho t\u1eadp trung cung c\u1ea5p d\u1ecbch v\u1ee5 h\u1ed7 tr\u1ee3 quy\u1ebft \u0111\u1ecbnh tr\u00ean to\u00e0n doanh nghi\u1ec7p. N\u00f3 mang l\u1ea1i c\u00e1ch ti\u1ebfp c\u1eadn th\u1ed1ng nh\u1ea5t cho t\u1ed5 ch\u1ee9c, ph\u00e2n lo\u1ea1i d\u1eef li\u1ec7u theo ch\u1ee7 \u0111\u1ec1 v\u00e0 c\u1ea5p quy\u1ec1n truy c\u1eadp theo t\u1eebng v\u1ecb tr\u00ed, vai tr\u00f2 ho\u1eb7c b\u1ed9 ph\u1eadn, ph\u00f2ng ban.<\/span><\/p>\n<h3 style=\"text-align: justify;\"><b>2. Kho d\u1eef li\u1ec7u ho\u1ea1t \u0111\u1ed9ng<\/b><\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">Kho d\u1eef li\u1ec7u ho\u1ea1t \u0111\u1ed9ng l\u00e0 ngu\u1ed3n d\u1eef li\u1ec7u b\u1ed5 sung cho kho d\u1eef li\u1ec7u doanh nghi\u1ec7p. N\u00f3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 b\u00e1o c\u00e1o, ki\u1ec3m so\u00e1t v\u00e0 h\u1ed7 tr\u1ee3 quy\u1ebft \u0111\u1ecbnh ho\u1ea1t \u0111\u1ed9ng.<\/span><\/p>\n<figure id=\"attachment_61045\" aria-describedby=\"caption-attachment-61045\" style=\"width: 720px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-61045 size-full\" src=\"\/wp-content\/uploads\/2022\/07\/kho-du-lieu-hoat-dong.jpg\" alt=\"kho d\u1eef li\u1ec7u ho\u1ea1t \u0111\u1ed9ng\" width=\"720\" height=\"397\" srcset=\"\/wp-content\/uploads\/2022\/07\/kho-du-lieu-hoat-dong.jpg 720w, \/wp-content\/uploads\/2022\/07\/kho-du-lieu-hoat-dong-500x276.jpg 500w\" sizes=\"(max-width: 720px) 100vw, 720px\" \/><figcaption id=\"caption-attachment-61045\" class=\"wp-caption-text\">M\u00f4 h\u00ecnh kho d\u1eef li\u1ec7u ho\u1ea1t \u0111\u1ed9ng<\/figcaption><\/figure>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">Trong kho d\u1eef li\u1ec7u ho\u1ea1t \u0111\u1ed9ng, d\u1eef li\u1ec7u s\u1ebd \u0111\u01b0\u1ee3c l\u00e0m m\u1edbi theo th\u1eddi gian th\u1ef1c. V\u00ec v\u1eady, c\u00e1c doanh nghi\u1ec7p th\u01b0\u1eddng \u1ee9ng d\u1ee5ng r\u1ed9ng r\u00e3i kho d\u1eef li\u1ec7u n\u00e0y v\u00e0o c\u00f4ng vi\u1ec7c l\u01b0u tr\u1eef h\u1ed3 s\u01a1 c\u1ee7a nh\u00e2n vi\u00ean.<\/span><\/p>\n<h3 style=\"text-align: justify;\"><b>3. Kho d\u1eef li\u1ec7u c\u1ee5c b\u1ed9\u00a0<\/b><\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">Kho d\u1eef li\u1ec7u c\u1ee5c b\u1ed9 l\u00e0 m\u1ed9t t\u1eadp h\u1ee3p con c\u1ee7a Data warehouse \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf ri\u00eang cho m\u1ed9t ng\u00e0nh kinh doanh c\u1ee5 th\u1ec3 nh\u01b0 b\u00e1n h\u00e0ng ho\u1eb7c k\u1ebf to\u00e1n. V\u1edbi m\u1ed9t kho d\u1eef li\u1ec7u c\u1ee5c b\u1ed9 \u0111\u1ed9c l\u1eadp, d\u1eef li\u1ec7u c\u00f3 th\u1ec3 thu th\u1eadp tr\u1ef1c ti\u1ebfp t\u1eeb c\u00e1c ngu\u1ed3n.<\/span><\/p>\n<p style=\"text-align: left;\"><span style=\"font-size: 14pt;\"><span style=\"font-size: 12pt;\">&gt;&gt; \u0110\u1ecdc th\u00eam:<\/span> <a href=\"https:\/\/amis.misa.vn\/54021\/xu-huong-chuyen-doi-so\" target=\"_blank\" rel=\"noopener\"><span style=\"color: #ff6600;\">Xu h\u01b0\u1edbng chuy\u1ec3n \u0111\u1ed5i s\u1ed1 n\u1ed5i b\u1eadt c\u1ee7a doanh nghi\u1ec7p trong n\u0103m 2023<\/span><\/a><\/span><\/p>\n<p style=\"text-align: justify;\"><b style=\"color: #111111; font-family: Roboto, sans-serif; font-size: 27px;\">IV. C\u00e1c \u0111\u1eb7c \u0111i\u1ec3m c\u1ee7a kho d\u1eef li\u1ec7u\u00a0<\/b><\/p>\n<h3 style=\"text-align: justify;\"><b>1. T\u00ednh h\u01b0\u1edbng ch\u1ee7 \u0111\u1ec1<\/b><\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">Kho d\u1eef li\u1ec7u l\u00e0 m\u1ed9t ch\u1ee7 \u0111\u1ec1 \u0111\u01b0\u1ee3c \u0111\u1ecbnh h\u01b0\u1edbng theo m\u1ed9t ch\u1ee7 \u0111\u1ec1 c\u1ee5 th\u1ec3. C\u00e1c ch\u1ee7 \u0111\u1ec1 n\u00e0y c\u00f3 th\u1ec3 l\u00e0 b\u00e1n h\u00e0ng, ph\u00e2n ph\u1ed1i, ti\u1ebfp th\u1ecb, nh\u00e2n s\u1ef1\u2026\u00a0<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">Data warehouse <\/span><span style=\"font-weight: 400;\">t\u1eadp trung ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u0111\u1ec3 nh\u00e0 l\u00e3nh \u0111\u1ea1o \u0111\u01b0a ra c\u00e1c quy\u1ebft \u0111\u1ecbnh kh\u00e1ch quan. V\u00ed d\u1ee5, v\u1edbi ch\u1ee7 \u0111\u1ec1 nh\u00e2n s\u1ef1 th\u01b0\u1eddng bao g\u1ed3m s\u1ed1 li\u1ec7u v\u1ec1 doanh thu c\u1ee7a c\u00e1 nh\u00e2n, s\u1ed1 ng\u00e0y c\u00f4ng m\u1ed9t th\u00e1ng, s\u1ed1 d\u1ef1 \u00e1n tham gia ho\u1eb7c m\u1ed9t s\u1ed1 th\u00f4ng tin kh\u00e1c nh\u01b0 th\u1eddi gian g\u1eafn b\u00f3, chi nh\u00e1nh, s\u1ea3n ph\u1ea9m ph\u1ee5 tr\u00e1ch,\u2026<\/span><\/p>\n<h3 style=\"text-align: justify;\"><b>2. S\u1ef1 t\u00edch h\u1ee3p\u00a0<\/b><\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">T\u00edch h\u1ee3p ngh\u0129a l\u00e0 doanh nghi\u1ec7p th\u00e0nh l\u1eadp m\u1ed9t kho d\u1eef li\u1ec7u d\u00f9ng chung nh\u1eb1m m\u1edf r\u1ed9ng quy m\u00f4 d\u1eef li\u1ec7u t\u1eeb c\u00e1c c\u01a1 s\u1edf d\u1eef li\u1ec7u kh\u00e1c nhau. C\u00e1c d\u1eef li\u1ec7u n\u00e0y c\u00f3 quy \u01b0\u1edbc \u0111\u1eb7t t\u00ean, \u0111\u1ecbnh d\u1ea1ng v\u00e0 m\u00e3 s\u1ed1 khoa h\u1ecdc theo ch\u1ee7 \u0111\u1ec1 cho \u0111\u1ed9i ng\u0169 nh\u00e2n s\u1ef1 d\u1ec5 d\u00e0ng ti\u1ebfp c\u1eadn.\u00a0<\/span><\/p>\n<figure id=\"attachment_61046\" aria-describedby=\"caption-attachment-61046\" style=\"width: 720px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-61046 size-full\" src=\"\/wp-content\/uploads\/2022\/07\/tinh-tich-hop-cua-kho-du-lieu.jpg\" alt=\"t\u00ednh t\u00edch h\u1ee3p c\u1ee7a kho d\u1eef li\u1ec7u \" width=\"720\" height=\"397\" srcset=\"\/wp-content\/uploads\/2022\/07\/tinh-tich-hop-cua-kho-du-lieu.jpg 720w, \/wp-content\/uploads\/2022\/07\/tinh-tich-hop-cua-kho-du-lieu-500x276.jpg 500w\" sizes=\"(max-width: 720px) 100vw, 720px\" \/><figcaption id=\"caption-attachment-61046\" class=\"wp-caption-text\">Data warehouse cho ph\u00e9p doanh nghi\u1ec7p t\u1eadp h\u1ee3p d\u1eef li\u1ec7u t\u1eeb nhi\u1ec1u ngu\u1ed3n kh\u00e1c nhau<\/figcaption><\/figure>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">Vi\u1ec7c t\u1ed5ng h\u1ee3p d\u1eef li\u1ec7u t\u1eeb nhi\u1ec1u ngu\u1ed3n v\u00e0o m\u1ed9t kho chung gi\u00fap ng\u01b0\u1eddi \u0111\u1ee9ng \u0111\u1ea7u xem x\u00e9t \u0111\u1ed3ng th\u1eddi nhi\u1ec1u nh\u00f3m ch\u1ec9 ti\u00eau kh\u00e1c nhau. Ch\u1eb3ng h\u1ea1n, b\u1ea1n xem \u0111\u01b0\u1ee3c s\u1ed1 li\u1ec7u v\u1ec1 doanh thu \u1edf nhi\u1ec1u m\u1ea3ng nghi\u1ec7p v\u1ee5 kh\u00e1c nhau v\u00e0 so s\u00e1nh t\u01b0\u01a1ng quan gi\u1eefa ch\u00fang. Qua \u0111\u00f3, b\u1ea1n x\u00e1c \u0111\u1ecbnh m\u1ed9t s\u1ed1 l\u0129nh v\u1ef1c ch\u1ee7 l\u1ef1c \u0111em l\u1ea1i ngu\u1ed3n l\u1ee3i l\u1edbn nh\u1ea5t \u0111\u1ec3 \u0111\u1ea7u t\u01b0 ph\u00e1t tri\u1ec3n.<\/span><span style=\"font-weight: 400;\">\u00a0<\/span><\/p>\n<h3 style=\"text-align: justify;\"><b>3. S\u1ef1 \u1ed5n \u0111\u1ecbnh<\/b><\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">D\u1eef li\u1ec7u trong <\/span><span style=\"font-weight: 400;\">Data warehouse <\/span><span style=\"font-weight: 400;\">c\u00f3 th\u1ec3 t\u1ed3n t\u1ea1i v\u0129nh vi\u1ec5n, nh\u1eefng d\u1eef li\u1ec7u m\u1edbi \u0111\u01b0\u1ee3c \u0111\u01b0a v\u00e0o kh\u00f4ng \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn c\u00e1c th\u00f4ng tin c\u0169. Ngo\u00e0i ra, kho d\u1eef li\u1ec7u c\u00f3 ch\u1ee9c n\u0103ng b\u00e1o c\u00e1o ch\u1ec9 s\u1ed1 v\u1ec1 ho\u1ea1t \u0111\u1ed9ng kinh doanh th\u1ef1c t\u1ebf \u0111\u00e3 x\u1ea3y ra n\u00ean kh\u00f4ng th\u1ec3 <\/span><span style=\"font-weight: 400;\">ch\u1ec9nh s\u1eeda, thay \u0111\u1ed5i. Khi \u1ee9ng d\u1ee5ng <\/span><span style=\"font-weight: 400;\">Data warehouse, doanh nghi\u1ec7p ch\u1ec9 th\u1ef1c hi\u1ec7n 2 thao t\u00e1c ch\u00ednh l\u00e0 t\u1ea3i d\u1eef li\u1ec7u m\u1edbi v\u00e0 truy c\u1eadp d\u1eef li\u1ec7u hi\u1ec7n c\u00f3.\u00a0<\/span><\/p>\n<h3 style=\"text-align: justify;\"><b>4. T\u00ednh bi\u1ebfn \u0111\u1ed5i theo th\u1eddi gian<\/b><\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">Data warehouse duy tr\u00ec th\u00f4ng qua c\u00e1c kho\u1ea3ng th\u1eddi gian kh\u00e1c nhau theo tu\u1ea7n, th\u00e1ng ho\u1eb7c n\u0103m. Gi\u1edbi h\u1ea1n th\u1eddi gian c\u1ee7a kho d\u1eef li\u1ec7u c\u00f3 ph\u1ea1m vi r\u1ed9ng h\u01a1n so v\u1edbi c\u00e1c h\u1ec7 th\u1ed1ng truy\u1ec1n th\u1ed1ng.\u00a0<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">\u0110\u1eb7c \u0111i\u1ec3m n\u00e0y mang t\u1edbi kh\u1ea3 n\u0103ng t\u1eadn d\u1ee5ng d\u1eef li\u1ec7u l\u1ecbch s\u1eed trong ph\u00e2n t\u00edch, \u0111o l\u01b0\u1eddng, \u0111\u00e1nh gi\u00e1 hi\u1ec7u qu\u1ea3 hi\u1ec7u \u0111\u1ed9ng theo th\u1eddi gian. V\u00ed d\u1ee5 nh\u01b0 c\u0103n c\u1ee9 v\u00e0o bi\u1ec3u \u0111\u1ed3 t\u0103ng gi\u1ea3m doanh thu c\u1ee7a c\u00e1c th\u00e1ng, ng\u01b0\u1eddi l\u00e3nh \u0111\u1ea1o nhanh ch\u00f3ng gi\u1ea3i quy\u1ebft kh\u00f3 kh\u0103n, d\u1ef1 \u0111o\u00e1n \u0111\u01b0\u1ee3c xu h\u01b0\u1edbng ti\u1ebfp theo v\u00e0 l\u00ean k\u1ebf ho\u1ea1ch h\u00e0nh \u0111\u1ed9ng k\u1ecbp th\u1eddi.\u00a0<\/span><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 14pt; color: #ff6600;\">KH\u00c1M PH\u00c1 S\u1ee8C M\u1ea0NH V\u1eacN H\u00c0NH DOANH NGHI\u1ec6P H\u1ee2P NH\u1ea4T TR\u00caN N\u1ec0N T\u1ea2NG CHUY\u1ec2N \u0110\u1ed4I S\u1ed0 TO\u00c0N DI\u1ec6N MISA AMIS\u00a0<\/span><\/p>\n<p><a href=\"https:\/\/amis.misa.vn\/giai-phap-chuyen-doi-so-toan-dien\/\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-55467\" src=\"\/wp-content\/uploads\/2022\/07\/cta-dang-ky.png\" alt=\"\" width=\"260\" height=\"66\" \/><\/a><\/p>\n<h2 style=\"text-align: justify;\"><b>V. C\u00e1c m\u00f4 h\u00ecnh bi\u1ec3u di\u1ec5n d\u1eef li\u1ec7u trong Data Warehouse<\/b><\/h2>\n<h3 style=\"text-align: justify;\"><b>1. M\u00f4 h\u00ecnh ng\u00f4i sao<\/b><\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">M\u00f4 h\u00ecnh ng\u00f4i sao c\u00f3 c\u1ea5u t\u1ea1o m\u1ed9t b\u1ea3ng s\u1ef1 ki\u1ec7n trung t\u00e2m, bao quanh l\u00e0 c\u00e1c b\u1ea3ng th\u00f4ng s\u1ed1 kh\u00e1c. M\u1ed9t ch\u1ee7 \u0111\u1ec1 c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c bi\u1ec3u di\u1ec5n b\u1eb1ng m\u1ed9t ho\u1eb7c nhi\u1ec1u \u201cng\u00f4i sao\u201d.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">M\u1ed9t m\u00f4 h\u00ecnh b\u1ea3ng s\u1ef1 ki\u1ec7n ch\u1ee9a th\u00f4ng tin b\u00e1n h\u00e0ng s\u1ebd g\u1ed3m s\u1ed1 l\u01b0\u1ee3ng h\u00e0ng b\u00e1n ra, s\u1ed1 ti\u1ec1n thu \u0111\u01b0\u1ee3c, doanh thu trung b\u00ecnh. C\u00e1c th\u00f4ng s\u1ed1 kh\u00e1c li\u00ean k\u1ebft t\u1edbi b\u1ea3ng trung t\u00e2m l\u00e0 th\u1eddi gian, chi nh\u00e1nh, m\u1eb7t h\u00e0ng, \u0111\u1ecba \u0111i\u1ec3m.\u00a0<\/span><\/p>\n<figure id=\"attachment_61047\" aria-describedby=\"caption-attachment-61047\" style=\"width: 720px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-61047 size-full\" src=\"\/wp-content\/uploads\/2022\/07\/mo-hinh-ngoi-sao.jpg\" alt=\"m\u00f4 h\u00ecnh ng\u00f4i sao\" width=\"720\" height=\"620\" srcset=\"\/wp-content\/uploads\/2022\/07\/mo-hinh-ngoi-sao.jpg 720w, \/wp-content\/uploads\/2022\/07\/mo-hinh-ngoi-sao-500x431.jpg 500w\" sizes=\"(max-width: 720px) 100vw, 720px\" \/><figcaption id=\"caption-attachment-61047\" class=\"wp-caption-text\">V\u00ed d\u1ee5 minh h\u1ecda v\u1ec1 m\u00f4 h\u00ecnh ng\u00f4i sao<\/figcaption><\/figure>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">\u0110i\u1ec3m m\u1ea1nh c\u1ee7a m\u00f4 h\u00ecnh n\u00e0y n\u1eb1m \u1edf kh\u1ea3 n\u0103ng truy v\u1ea5n \u0111\u01a1n gi\u1ea3n, gi\u1ea3m th\u1eddi gian ki\u1ec3m tra b\u00e1o c\u00e1o. Tuy nhi\u00ean, s\u1ed1 li\u1ec7u c\u1ee7a m\u00f4 h\u00ecnh ng\u00f4i sao l\u1ea1i d\u1ec5 b\u1ecb l\u1eb7p l\u1ea1i, d\u01b0 th\u1eeba th\u00f4ng s\u1ed1 g\u00e2y ra t\u00ecnh tr\u1ea1ng l\u00e3ng ph\u00ed kho l\u01b0u tr\u1eef.\u00a0<\/span><\/p>\n<h3 style=\"text-align: justify;\"><b>2. M\u00f4 h\u00ecnh b\u00f4ng tuy\u1ebft\u00a0<\/b><\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">M\u00f4 h\u00ecnh b\u00f4ng tuy\u1ebft l\u00e0 m\u1ed9t bi\u1ebfn th\u1ec3 ra \u0111\u1eddi nh\u1eb1m kh\u1eafc ph\u1ee5c nh\u01b0\u1ee3c \u0111i\u1ec3m c\u1ee7a m\u00f4 h\u00ecnh ng\u00f4i sao. N\u00f3 chu\u1ea9n h\u00f3a b\u1ea3ng th\u00f4ng s\u1ed1 b\u1eb1ng c\u00e1ch ph\u00e2n nh\u00e1nh b\u1ed5 sung nhi\u1ec1u th\u00f4ng s\u1ed1 nh\u1ecf h\u01a1n. M\u1ed9t ch\u1ee7 \u0111\u1ec1 c\u0169ng c\u00f3 th\u1ec3 ph\u00e2n t\u00edch b\u1eb1ng m\u1ed9t ho\u1eb7c nhi\u1ec1u \u201cb\u00f4ng tuy\u1ebft\u201d.\u00a0<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">M\u00f4 h\u00ecnh b\u00f4ng tuy\u1ebft l\u00e0m r\u00f5 v\u00e0 tr\u00e1nh tr\u00f9ng l\u1eb7p th\u00f4ng s\u1ed1, tuy nhi\u00ean, n\u00f3 c\u0169ng v\u00f4 t\u00ecnh \u0111\u00e1nh m\u1ea5t \u01b0u \u0111i\u1ec3m c\u1ee7a m\u00f4 h\u00ecnh ng\u00f4i sao. V\u00ec ph\u1ea3i li\u00ean k\u1ebft nhi\u1ec1u chi\u1ec1u n\u00ean t\u1ed1c \u0111\u1ed9 x\u1eed l\u00fd d\u1eef li\u1ec7u trong doanh nghi\u1ec7p s\u1ebd ti\u00eau t\u1ed1n nhi\u1ec1u th\u1eddi gian h\u01a1n.\u00a0<\/span><\/p>\n<p style=\"text-align: left;\"><span style=\"font-size: 14pt;\"><span style=\"font-size: 12pt;\">&gt;&gt; \u0110\u1ecdc ngay:<\/span> <span style=\"color: #ff6600;\"><a style=\"color: #ff6600;\" href=\"https:\/\/amis.misa.vn\/46917\/mo-hinh-chuyen-doi-so-la-gi\/\" target=\"_blank\" rel=\"noopener\">M\u00f4 h\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1 l\u00e0 g\u00ec? \u1ee8ng d\u1ee5ng c\u1ee7a m\u00f4 h\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1<\/a><\/span><\/span><\/p>\n<h3 style=\"text-align: justify;\"><b>3. M\u00f4 h\u00ecnh ch\u00f2m sao\u00a0<\/b><\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">M\u1ed9t trong nh\u1eefng m\u00f4 h\u00ecnh m\u1edf r\u1ed9ng cho nh\u1eefng doanh nghi\u1ec7p c\u00f3 d\u1eef li\u1ec7u l\u1edbn l\u00e0 m\u00f4 h\u00ecnh ch\u00f2m sao. C\u00e1c b\u1ea3ng s\u1ef1 ki\u1ec7n v\u00e0 b\u1ea3ng th\u00f4ng s\u1ed1 li\u00ean k\u1ebft t\u1ea1o n\u00ean m\u1ed1i quan h\u1ec7 ch\u1eb7t ch\u1ebd nh\u01b0 m\u1ed9t \u0111\u1ed3 th\u1ecb.\u00a0<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">Vi\u1ec7c s\u1eed d\u1ee5ng m\u00f4 h\u00ecnh ch\u00f2m sao c\u00f3 \u01b0u \u0111i\u1ec3m l\u00e0 gi\u1ea3m s\u1ed1 l\u01b0\u1ee3ng b\u1ea3ng th\u00f4ng s\u1ed1 c\u1ea7n d\u00f9ng. Nh\u01b0ng n\u00f3 c\u0169ng \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn qu\u00e1 tr\u00ecnh ph\u00e2n t\u00edch, tr\u00edch xu\u1ea5t d\u1eef li\u1ec7u.\u00a0<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">Gi\u1ea3 s\u1eed, doanh nghi\u1ec7p c\u00f3 h\u1ec7 th\u1ed1ng b\u00e1n h\u00e0ng v\u00e0 giao h\u00e0ng t\u00e1ch bi\u1ec7t, ng\u01b0\u1eddi qu\u1ea3n l\u00fd s\u1ebd ph\u1ea3i l\u1ea5y th\u00f4ng tin t\u1eeb c\u1ea3 hai ngu\u1ed3n sau \u0111\u00f3 t\u1eadp h\u1ee3p v\u00e0o b\u1ea3ng th\u00f4ng s\u1ed1 chung l\u00e0 \u0111\u1ecba \u0111i\u1ec3m. S\u1ef1 ph\u1ee9c t\u1ea1p n\u00e0y y\u00eau c\u1ea7u ng\u01b0\u1eddi d\u00f9ng ph\u1ea3i c\u00f3 ki\u1ebfn th\u1ee9c, th\u1ea5u hi\u1ec3u t\u1ed5 ch\u1ee9c, b\u00e1m s\u00e1t h\u01b0\u1edbng d\u1eabn chi ti\u1ebft \u0111\u1ec3 b\u00e1o c\u00e1o s\u1ed1 li\u1ec7u ch\u00ednh x\u00e1c.\u00a0<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">Nh\u00ecn chung, m\u1ed7i m\u00f4 h\u00ecnh bi\u1ec3u di\u1ec5n s\u1ed1 li\u1ec7u \u0111\u1ec1u c\u00f3 c\u00e1c \u01b0u, nh\u01b0\u1ee3c \u0111i\u1ec3m ri\u00eang. T\u00f9y theo \u0111\u1eb7c \u0111i\u1ec3m v\u00e0 quy m\u00f4 c\u1ee7a doanh nghi\u1ec7p m\u00e0 ng\u01b0\u1eddi l\u00e3nh \u0111\u1ea1o c\u00f3 th\u1ec3 l\u1ef1a ch\u1ecdn ph\u01b0\u01a1ng \u00e1n t\u1ed1i \u01b0u nh\u1ea5t.\u00a0<\/span><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 18pt; color: #ff6600;\"><strong>MISA AMIS &#8211; G\u00d3I TRANG B\u1eca CHUY\u1ec2N \u0110\u1ed4I S\u1ed0 TO\u00c0N DI\u1ec6N CHO DOANH NGHI\u1ec6P<\/strong><\/span><\/p>\n<p><span style=\"font-size: 11pt;\"><a href=\"https:\/\/amis.misa.vn\/giai-phap-chuyen-doi-so-toan-dien\/\" target=\"_blank\" rel=\"noopener\"><span style=\"color: #ff6600;\"><strong>G\u00f3i trang b\u1ecb chuy\u1ec3n \u0111\u1ed5i s\u1ed1 doanh nghi\u1ec7p MISA AMIS<\/strong><\/span><\/a> l\u00e0 b\u1ed9 c\u00f4ng c\u1ee5 h\u1ed7 tr\u1ee3 \u0111\u1eafc l\u1ef1c cho nh\u00e0 qu\u1ea3n l\u00fd trong <\/span><span style=\"font-size: 11pt;\">m\u1ecdi c\u00f4ng vi\u1ec7c nh\u01b0 T\u00e0i ch\u00ednh &#8211; K\u1ebf to\u00e1n, Marketing B\u00e1n h\u00e0ng, Nh\u00e2n s\u1ef1 v\u00e0 Qu\u1ea3n l\u00fd \u0111i\u1ec1u h\u00e0nh to\u00e0n di\u1ec7n. Nh\u1edd \u0111\u00f3, doanh nghi\u1ec7p kh\u00f4ng ch\u1ec9 ti\u1ebft ki\u1ec7m th\u1eddi gian, ti\u1ebft ki\u1ec7m chi ph\u00ed chuy\u1ec3n \u0111\u1ed5i s\u1ed1 m\u00e0 c\u00f2n t\u1ed1i \u01b0u quy tr\u00ecnh l\u00e0m vi\u1ec7c, t\u0103ng ngay hi\u1ec7u qu\u1ea3 doanh s\u1ed1.\u00a0<\/span><\/p>\n<p><a href=\"https:\/\/amis.misa.vn\/giai-phap-chuyen-doi-so-toan-dien\/\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-61041\" src=\"\/wp-content\/uploads\/2022\/07\/CTA-goi-giai-phap-chuyen-doi-so.jpg\" alt=\"\" width=\"1200\" height=\"630\" srcset=\"\/wp-content\/uploads\/2022\/07\/CTA-goi-giai-phap-chuyen-doi-so.jpg 2500w, \/wp-content\/uploads\/2022\/07\/CTA-goi-giai-phap-chuyen-doi-so-500x263.jpg 500w, \/wp-content\/uploads\/2022\/07\/CTA-goi-giai-phap-chuyen-doi-so-1024x538.jpg 1024w, \/wp-content\/uploads\/2022\/07\/CTA-goi-giai-phap-chuyen-doi-so-768x403.jpg 768w, \/wp-content\/uploads\/2022\/07\/CTA-goi-giai-phap-chuyen-doi-so-1536x807.jpg 1536w, \/wp-content\/uploads\/2022\/07\/CTA-goi-giai-phap-chuyen-doi-so-2048x1076.jpg 2048w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/a><\/p>\n<h2 style=\"text-align: justify;\"><b>VI. K\u1ebft lu\u1eadn\u00a0<\/b><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">Th\u1ea5u hi\u1ec3u v\u00e0 \u1ee9ng d\u1ee5ng <\/span><b>Data warehouse l\u00e0 g\u00ec <\/b><span style=\"font-weight: 400;\">t\u1ea1o \u0111i\u1ec1u ki\u1ec7n thu\u1eadn l\u1ee3i cho c\u00e1c doanh nghi\u1ec7p h\u1ee3p l\u00fd h\u00f3a quy tr\u00ecnh x\u1eed l\u00fd d\u1eef li\u1ec7u. Nh\u1edd v\u1eady, m\u1ecdi ho\u1ea1t \u0111\u1ed9ng s\u1ea3n xu\u1ea5t kinh doanh \u0111\u01b0\u1ee3c c\u1ea3i ti\u1ebfn hi\u1ec7u qu\u1ea3, ti\u1ebft ki\u1ec7m th\u1eddi gian v\u00e0 t\u0103ng nhanh hi\u1ec7u su\u1ea5t. \u0110\u1eb7c bi\u1ec7t, \u0111\u1ee9ng tr\u01b0\u1edbc xu h\u01b0\u1edbng ph\u00e1t tri\u1ec3n m\u1ea1nh m\u1ebd c\u1ee7a c\u00e1ch m\u1ea1ng 4.0, x\u00e2y d\u1ef1ng Data warehouse ng\u00e0y c\u00e0ng tr\u1edf th\u00e0nh nhi\u1ec7m v\u1ee5 quan tr\u1ecdng c\u1ee7a doanh nghi\u1ec7p hi\u1ec7n \u0111\u1ea1i.\u00a0<\/span><\/p>\n<p style=\"text-align: justify;\"><!-- AMIS aiMarketing Form Embed Code --><\/p>\n<div class=\"aimarketing-form-embed-code\"><span style=\"color: #ffffff;\"><a id=\"ebook\"><\/a>.<\/span><script env=production id=\"ladizone-form-renderer\" src=\"https:\/\/amismisa.misacdn.net\/apps\/aimarketing\/form-editor\/static\/js\/form-renderer.js\"><\/script><br \/>\n<script render-for=\"80303a0f-b84e-47fc-8539-a02842530771\">\n                    globalThis.lzfr.renderExternalForm({formId: \"80303a0f-b84e-47fc-8539-a02842530771\", tenantId: \"56c33c47-78ec-4b3a-92ba-9fdb7830a6d4\", domainUnomi: \"https:\/\/ladizone.com\" });\n                <\/script><\/div>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_61040\" class=\"pvc_stats total_only  \" data-element-id=\"61040\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.0\" viewBox=\"0 0 502 315\" preserveAspectRatio=\"xMidYMid meet\"><g transform=\"translate(0,332) scale(0.1,-0.1)\" fill=\"\" stroke=\"none\"><path d=\"M2394 3279 l-29 -30 -3 -207 c-2 -182 0 -211 15 -242 39 -76 157 -76 196 0 15 31 17 60 15 243 l-3 209 -33 29 c-26 23 -41 29 -80 29 -41 0 -53 -5 -78 -31z\"\/><path d=\"M3085 3251 c-45 -19 -58 -50 -96 -229 -47 -217 -49 -260 -13 -295 52 -53 146 -42 177 20 16 31 87 366 87 410 0 70 -86 122 -155 94z\"\/><path d=\"M1751 3234 c-13 -9 -29 -31 -37 -50 -12 -29 -10 -49 21 -204 19 -94 39 -189 45 -210 14 -50 54 -80 110 -80 34 0 48 6 76 34 21 21 34 44 34 59 0 14 -18 113 -40 219 -37 178 -43 195 -70 221 -36 32 -101 37 -139 11z\"\/><path d=\"M1163 3073 c-36 -7 -73 -59 -73 -102 0 -56 133 -378 171 -413 34 -32 83 -37 129 -13 70 36 67 87 -16 290 -86 209 -89 214 -129 231 -35 14 -42 15 -82 7z\"\/><path d=\"M3689 3066 c-15 -9 -33 -30 -42 -48 -48 -103 -147 -355 -147 -375 0 -98 131 -148 192 -74 13 15 57 108 97 206 80 196 84 226 37 273 -30 30 -99 39 -137 18z\"\/><path d=\"M583 2784 c-38 -19 -67 -74 -58 -113 9 -42 211 -354 242 -373 16 -10 45 -18 66 -18 51 0 107 52 107 100 0 39 -1 41 -124 234 -80 126 -108 162 -133 173 -41 17 -61 16 -100 -3z\"\/><path d=\"M4250 2784 c-14 -9 -74 -91 -133 -183 -95 -150 -107 -173 -107 -213 0 -55 33 -94 87 -104 67 -13 90 8 211 198 130 202 137 225 78 284 -27 27 -42 34 -72 34 -22 0 -50 -8 -64 -16z\"\/><path d=\"M2275 2693 c-553 -48 -1095 -270 -1585 -649 -135 -104 -459 -423 -483 -476 -23 -49 -22 -139 2 -186 73 -142 361 -457 571 -626 285 -228 642 -407 990 -497 242 -63 336 -73 660 -74 310 0 370 5 595 52 535 111 1045 392 1455 803 122 121 250 273 275 326 19 41 19 137 0 174 -41 79 -309 363 -465 492 -447 370 -946 591 -1479 653 -113 14 -422 18 -536 8z m395 -428 c171 -34 330 -124 456 -258 112 -119 167 -219 211 -378 27 -96 24 -300 -5 -401 -72 -255 -236 -447 -474 -557 -132 -62 -201 -76 -368 -76 -167 0 -236 14 -368 76 -213 98 -373 271 -451 485 -162 444 86 934 547 1084 153 49 292 57 452 25z m909 -232 c222 -123 408 -262 593 -441 76 -74 138 -139 138 -144 0 -16 -233 -242 -330 -319 -155 -123 -309 -223 -461 -299 l-81 -41 32 46 c18 26 49 83 70 128 143 306 141 649 -6 957 -25 52 -61 116 -79 142 l-34 47 45 -20 c26 -10 76 -36 113 -56z m-2057 25 c-40 -58 -105 -190 -130 -263 -110 -324 -59 -707 132 -981 25 -35 42 -64 37 -64 -19 0 -241 119 -326 174 -188 122 -406 314 -532 468 l-58 71 108 103 c185 178 428 349 672 473 66 33 121 60 123 61 2 0 -10 -19 -26 -42z\"\/><path d=\"M2375 1950 c-198 -44 -350 -190 -395 -379 -18 -76 -8 -221 19 -290 114 -284 457 -406 731 -260 98 52 188 154 231 260 27 69 37 214 19 290 -38 163 -166 304 -326 360 -67 23 -215 33 -279 19z\"\/><\/g><\/svg><\/i> <img loading=\"lazy\" decoding=\"async\" width=\"16\" height=\"16\" alt=\"Loading\" src=\"\/wp-content\/plugins\/page-views-count\/ajax-loader-2x.gif\" border=0 \/><\/p>\n<div class=\"pvc_clear\"><\/div>\n<div style='text-align:center' class='yasr-auto-insert-visitor'><\/div>","protected":false},"excerpt":{"rendered":"<p>Trong m\u00f4i tr\u01b0\u1eddng kinh doanh hi\u1ec7n nay, Data warehouse \u0111\u01b0\u1ee3c xem nh\u01b0 nh\u00e2n t\u1ed1 c\u1ed1t l\u00f5i gi\u00fap doanh nghi\u1ec7p n\u00e2ng cao hi\u1ec7u su\u1ea5t. V\u00ec v\u1eady, c\u00e1c nh\u00e0 l\u00e3nh \u0111\u1ea1o, qu\u1ea3n tr\u1ecb doanh nghi\u1ec7p c\u1ea7n ph\u1ea3i th\u1ea5u hi\u1ec3u Data warehouse l\u00e0 g\u00ec v\u00e0 \u1ee9ng d\u1ee5ng t\u1ed1i \u0111a nh\u1eefng l\u1ee3i \u00edch m\u00e0 h\u1ec7 th\u1ed1ng n\u00e0y mang l\u1ea1i.\u00a0\u00a0 [&hellip;]<\/p>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_61040\" class=\"pvc_stats total_only  \" data-element-id=\"61040\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.0\" viewBox=\"0 0 502 315\" preserveAspectRatio=\"xMidYMid meet\"><g transform=\"translate(0,332) scale(0.1,-0.1)\" fill=\"\" stroke=\"none\"><path d=\"M2394 3279 l-29 -30 -3 -207 c-2 -182 0 -211 15 -242 39 -76 157 -76 196 0 15 31 17 60 15 243 l-3 209 -33 29 c-26 23 -41 29 -80 29 -41 0 -53 -5 -78 -31z\"\/><path d=\"M3085 3251 c-45 -19 -58 -50 -96 -229 -47 -217 -49 -260 -13 -295 52 -53 146 -42 177 20 16 31 87 366 87 410 0 70 -86 122 -155 94z\"\/><path d=\"M1751 3234 c-13 -9 -29 -31 -37 -50 -12 -29 -10 -49 21 -204 19 -94 39 -189 45 -210 14 -50 54 -80 110 -80 34 0 48 6 76 34 21 21 34 44 34 59 0 14 -18 113 -40 219 -37 178 -43 195 -70 221 -36 32 -101 37 -139 11z\"\/><path d=\"M1163 3073 c-36 -7 -73 -59 -73 -102 0 -56 133 -378 171 -413 34 -32 83 -37 129 -13 70 36 67 87 -16 290 -86 209 -89 214 -129 231 -35 14 -42 15 -82 7z\"\/><path d=\"M3689 3066 c-15 -9 -33 -30 -42 -48 -48 -103 -147 -355 -147 -375 0 -98 131 -148 192 -74 13 15 57 108 97 206 80 196 84 226 37 273 -30 30 -99 39 -137 18z\"\/><path d=\"M583 2784 c-38 -19 -67 -74 -58 -113 9 -42 211 -354 242 -373 16 -10 45 -18 66 -18 51 0 107 52 107 100 0 39 -1 41 -124 234 -80 126 -108 162 -133 173 -41 17 -61 16 -100 -3z\"\/><path d=\"M4250 2784 c-14 -9 -74 -91 -133 -183 -95 -150 -107 -173 -107 -213 0 -55 33 -94 87 -104 67 -13 90 8 211 198 130 202 137 225 78 284 -27 27 -42 34 -72 34 -22 0 -50 -8 -64 -16z\"\/><path d=\"M2275 2693 c-553 -48 -1095 -270 -1585 -649 -135 -104 -459 -423 -483 -476 -23 -49 -22 -139 2 -186 73 -142 361 -457 571 -626 285 -228 642 -407 990 -497 242 -63 336 -73 660 -74 310 0 370 5 595 52 535 111 1045 392 1455 803 122 121 250 273 275 326 19 41 19 137 0 174 -41 79 -309 363 -465 492 -447 370 -946 591 -1479 653 -113 14 -422 18 -536 8z m395 -428 c171 -34 330 -124 456 -258 112 -119 167 -219 211 -378 27 -96 24 -300 -5 -401 -72 -255 -236 -447 -474 -557 -132 -62 -201 -76 -368 -76 -167 0 -236 14 -368 76 -213 98 -373 271 -451 485 -162 444 86 934 547 1084 153 49 292 57 452 25z m909 -232 c222 -123 408 -262 593 -441 76 -74 138 -139 138 -144 0 -16 -233 -242 -330 -319 -155 -123 -309 -223 -461 -299 l-81 -41 32 46 c18 26 49 83 70 128 143 306 141 649 -6 957 -25 52 -61 116 -79 142 l-34 47 45 -20 c26 -10 76 -36 113 -56z m-2057 25 c-40 -58 -105 -190 -130 -263 -110 -324 -59 -707 132 -981 25 -35 42 -64 37 -64 -19 0 -241 119 -326 174 -188 122 -406 314 -532 468 l-58 71 108 103 c185 178 428 349 672 473 66 33 121 60 123 61 2 0 -10 -19 -26 -42z\"\/><path d=\"M2375 1950 c-198 -44 -350 -190 -395 -379 -18 -76 -8 -221 19 -290 114 -284 457 -406 731 -260 98 52 188 154 231 260 27 69 37 214 19 290 -38 163 -166 304 -326 360 -67 23 -215 33 -279 19z\"\/><\/g><\/svg><\/i> <img loading=\"lazy\" decoding=\"async\" width=\"16\" height=\"16\" alt=\"Loading\" src=\"\/wp-content\/plugins\/page-views-count\/ajax-loader-2x.gif\" border=0 \/><\/p>\n<div class=\"pvc_clear\"><\/div>\n","protected":false},"author":63,"featured_media":61048,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"yasr_overall_rating":0,"yasr_post_is_review":"","yasr_auto_insert_disabled":"","yasr_review_type":"","footnotes":""},"categories":[2579],"tags":[],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.9 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Data warehouse l\u00e0 g\u00ec? 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