{"id":476667,"date":"2023-08-09T07:31:20","date_gmt":"2023-08-09T07:31:20","guid":{"rendered":""},"modified":"2024-06-03T10:18:38","modified_gmt":"2024-06-03T10:18:38","slug":"data-marketplace","status":"publish","type":"wiki","link":"https:\/\/oneproxy.pro\/vn\/wiki\/data-marketplace\/","title":{"rendered":"Th\u1ecb tr\u01b0\u1eddng d\u1eef li\u1ec7u"},"content":{"rendered":"<p>Th\u1ecb tr\u01b0\u1eddng d\u1eef li\u1ec7u \u0111\u00f3ng vai tr\u00f2 l\u00e0 n\u1ec1n t\u1ea3ng k\u1ef9 thu\u1eadt s\u1ed1 \u0111\u1ec3 mua, b\u00e1n ho\u1eb7c trao \u0111\u1ed5i d\u1eef li\u1ec7u. Trong m\u1ed9t th\u1ebf gi\u1edbi d\u1ef1a tr\u00ean d\u1eef li\u1ec7u, n\u01a1i nh\u1eefng hi\u1ec3u bi\u1ebft s\u00e2u s\u1eafc v\u00e0 ph\u00e2n t\u00edch l\u00e0 n\u1ec1n t\u1ea3ng c\u1ee7a chi\u1ebfn l\u01b0\u1ee3c kinh doanh, th\u1ecb tr\u01b0\u1eddng d\u1eef li\u1ec7u \u0111\u00e3 n\u1ed5i l\u00ean nh\u01b0 m\u1ed9t t\u00e0i s\u1ea3n quan tr\u1ecdng \u0111\u1ec3 c\u00e1c c\u00f4ng ty v\u00e0 t\u1ed5 ch\u1ee9c \u0111\u1ea1t \u0111\u01b0\u1ee3c l\u1ee3i th\u1ebf c\u1ea1nh tranh.<\/p>\n<h2>Ngu\u1ed3n g\u1ed1c c\u1ee7a th\u1ecb tr\u01b0\u1eddng d\u1eef li\u1ec7u<\/h2>\n<p>Kh\u00e1i ni\u1ec7m th\u1ecb tr\u01b0\u1eddng d\u1eef li\u1ec7u xu\u1ea5t hi\u1ec7n c\u00f9ng v\u1edbi s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a d\u1eef li\u1ec7u l\u1edbn v\u00e0o \u0111\u1ea7u th\u1ebf k\u1ef7 21. Khi c\u00e1c doanh nghi\u1ec7p nh\u1eadn ra gi\u00e1 tr\u1ecb c\u1ee7a d\u1eef li\u1ec7u l\u00e0 t\u00e0i s\u1ea3n chi\u1ebfn l\u01b0\u1ee3c, th\u00ec nhu c\u1ea7u v\u1ec1 c\u00e1c n\u1ec1n t\u1ea3ng \u0111\u1ec3 ph\u00e2n ph\u1ed1i d\u1eef li\u1ec7u n\u00e0y m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3 c\u00e0ng tr\u1edf n\u00ean c\u1ea7n thi\u1ebft. Trong khi c\u00e1c kho l\u01b0u tr\u1eef d\u1eef li\u1ec7u \u0111\u00e3 t\u1ed3n t\u1ea1i trong nhi\u1ec1u th\u1eadp k\u1ef7, thu\u1eadt ng\u1eef \u201cth\u1ecb tr\u01b0\u1eddng d\u1eef li\u1ec7u\u201d l\u1ea7n \u0111\u1ea7u ti\u00ean \u0111\u01b0\u1ee3c gi\u1edbi thi\u1ec7u v\u00e0o cu\u1ed1i nh\u1eefng n\u0103m 2000. Ch\u00ednh trong th\u1eddi gian n\u00e0y, c\u00e1c c\u00f4ng ty nh\u01b0 Microsoft Azure v\u00e0 IBM b\u1eaft \u0111\u1ea7u x\u00e2y d\u1ef1ng n\u1ec1n t\u1ea3ng \u0111\u1ec3 cung c\u1ea5p cho doanh nghi\u1ec7p quy\u1ec1n truy c\u1eadp v\u00e0o c\u00e1c b\u1ed9 d\u1eef li\u1ec7u \u0111a d\u1ea1ng.<\/p>\n<h2>\u0110i s\u00e2u v\u00e0o th\u1ecb tr\u01b0\u1eddng d\u1eef li\u1ec7u<\/h2>\n<p>Th\u1ecb tr\u01b0\u1eddng d\u1eef li\u1ec7u ho\u1ea1t \u0111\u1ed9ng t\u01b0\u01a1ng t\u1ef1 nh\u01b0 b\u1ea5t k\u1ef3 th\u1ecb tr\u01b0\u1eddng n\u00e0o kh\u00e1c; h\u1ecd cung c\u1ea5p m\u1ed9t n\u1ec1n t\u1ea3ng c\u00f3 t\u1ed5 ch\u1ee9c n\u01a1i ng\u01b0\u1eddi mua v\u00e0 ng\u01b0\u1eddi b\u00e1n c\u00f3 th\u1ec3 ti\u1ebfn h\u00e0nh giao d\u1ecbch. Tuy nhi\u00ean, thay v\u00ec h\u00e0ng h\u00f3a ho\u1eb7c d\u1ecbch v\u1ee5 v\u1eadt ch\u1ea5t, h\u00e0ng h\u00f3a \u0111\u01b0\u1ee3c \u0111\u1ec1 c\u1eadp l\u00e0 d\u1eef li\u1ec7u. C\u00e1c n\u1ec1n t\u1ea3ng n\u00e0y ph\u1ee5c v\u1ee5 cho nhi\u1ec1u ng\u00e0nh c\u00f4ng nghi\u1ec7p \u0111a d\u1ea1ng, cung c\u1ea5p d\u1eef li\u1ec7u li\u00ean quan \u0111\u1ebfn nhi\u1ec1u l\u0129nh v\u1ef1c kh\u00e1c nhau nh\u01b0 ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe, t\u00e0i ch\u00ednh, n\u00f4ng nghi\u1ec7p, giao th\u00f4ng v\u1eadn t\u1ea3i, v.v. D\u1eef li\u1ec7u \u0111\u01b0\u1ee3c b\u00e1n tr\u00ean c\u00e1c th\u1ecb tr\u01b0\u1eddng n\u00e0y c\u00f3 th\u1ec3 \u1edf d\u1ea1ng th\u00f4 ho\u1eb7c \u0111\u00e3 \u0111\u01b0\u1ee3c x\u1eed l\u00fd v\u00e0 c\u00f3 nhi\u1ec1u d\u1ea1ng kh\u00e1c nhau nh\u01b0 b\u1ed9 d\u1eef li\u1ec7u, API, b\u00e1o c\u00e1o v\u00e0 h\u00ecnh \u1ea3nh tr\u1ef1c quan.<\/p>\n<p>M\u1ed9t th\u1ecb tr\u01b0\u1eddng d\u1eef li\u1ec7u \u0111i\u1ec3n h\u00ecnh t\u1ea1o \u0111i\u1ec1u ki\u1ec7n thu\u1eadn l\u1ee3i cho c\u00e1c giao d\u1ecbch gi\u1eefa:<\/p>\n<ol>\n<li>Nh\u00e0 cung c\u1ea5p d\u1eef li\u1ec7u: C\u00e1c th\u1ef1c th\u1ec3 s\u1ea3n xu\u1ea5t v\u00e0 b\u00e1n d\u1eef li\u1ec7u. H\u1ecd c\u00f3 th\u1ec3 l\u00e0 doanh nghi\u1ec7p, t\u1ed5 ch\u1ee9c ch\u00ednh ph\u1ee7, t\u1ed5 ch\u1ee9c nghi\u00ean c\u1ee9u ho\u1eb7c c\u00e1 nh\u00e2n.<\/li>\n<li>Ng\u01b0\u1eddi ti\u00eau d\u00f9ng d\u1eef li\u1ec7u: Th\u00f4ng th\u01b0\u1eddng c\u00e1c doanh nghi\u1ec7p ho\u1eb7c t\u1ed5 ch\u1ee9c mua d\u1eef li\u1ec7u \u0111\u1ec3 hi\u1ec3u r\u00f5 h\u01a1n, \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh chi\u1ebfn l\u01b0\u1ee3c ho\u1eb7c x\u00e2y d\u1ef1ng \u1ee9ng d\u1ee5ng.<\/li>\n<\/ol>\n<h2>C\u1ea5u tr\u00fac b\u00ean trong v\u00e0 ch\u1ee9c n\u0103ng c\u1ee7a th\u1ecb tr\u01b0\u1eddng d\u1eef li\u1ec7u<\/h2>\n<p>Ki\u1ebfn tr\u00fac th\u1ecb tr\u01b0\u1eddng d\u1eef li\u1ec7u bao g\u1ed3m s\u1ef1 k\u1ebft h\u1ee3p li\u1ec1n m\u1ea1ch gi\u1eefa c\u00f4ng ngh\u1ec7 v\u00e0 giao th\u1ee9c qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u. M\u1ed9t th\u1ecb tr\u01b0\u1eddng d\u1eef li\u1ec7u \u0111i\u1ec3n h\u00ecnh bao g\u1ed3m:<\/p>\n<ol>\n<li>Danh m\u1ee5c d\u1eef li\u1ec7u: \u0110\u00e2y l\u00e0 kho d\u1eef li\u1ec7u c\u00f3 s\u1eb5n t\u1eadp trung, th\u01b0\u1eddng bao g\u1ed3m si\u00eau d\u1eef li\u1ec7u \u0111\u1ec3 gi\u00fap ng\u01b0\u1eddi d\u00f9ng hi\u1ec3u n\u1ed9i dung v\u00e0 ng\u1eef c\u1ea3nh c\u1ee7a d\u1eef li\u1ec7u.<\/li>\n<li>L\u01b0u tr\u1eef d\u1eef li\u1ec7u: \u0110\u00e2y l\u00e0 n\u01a1i c\u00e1c t\u1eadp d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c l\u01b0u tr\u1eef, th\u01b0\u1eddng trong m\u00f4i tr\u01b0\u1eddng d\u1ef1a tr\u00ean \u0111\u00e1m m\u00e2y.<\/li>\n<li>X\u1eed l\u00fd d\u1eef li\u1ec7u: \u0110i\u1ec1u n\u00e0y li\u00ean quan \u0111\u1ebfn vi\u1ec7c l\u00e0m s\u1ea1ch, chuy\u1ec3n \u0111\u1ed5i d\u1eef li\u1ec7u v\u00e0 c\u00e1c quy tr\u00ecnh kh\u00e1c \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o ch\u1ea5t l\u01b0\u1ee3ng v\u00e0 kh\u1ea3 n\u0103ng s\u1eed d\u1ee5ng d\u1eef li\u1ec7u.<\/li>\n<li>Giao di\u1ec7n ng\u01b0\u1eddi d\u00f9ng: \u0110\u00e2y l\u00e0 n\u1ec1n t\u1ea3ng n\u01a1i c\u00e1c giao d\u1ecbch di\u1ec5n ra. N\u00f3 c\u00f3 th\u1ec3 bao g\u1ed3m c\u00e1c t\u00ednh n\u0103ng nh\u01b0 xem tr\u01b0\u1edbc d\u1eef li\u1ec7u, \u0111\u00e1nh gi\u00e1 c\u1ee7a kh\u00e1ch h\u00e0ng v\u00e0 c\u00e1c t\u00f9y ch\u1ecdn t\u00ecm ki\u1ebfm n\u00e2ng cao.<\/li>\n<li>H\u1ec7 th\u1ed1ng thanh to\u00e1n v\u00e0 ph\u00e2n ph\u1ed1i: \u0110i\u1ec1u n\u00e0y t\u1ea1o \u0111i\u1ec1u ki\u1ec7n thu\u1eadn l\u1ee3i cho c\u00e1c giao d\u1ecbch v\u00e0 ph\u00e2n ph\u1ed1i d\u1eef li\u1ec7u.<\/li>\n<\/ol>\n<figure id=\"attachment_505472\" aria-describedby=\"caption-attachment-505472\" style=\"width: 850px\" class=\"wp-caption alignnone\"><a href=\"https:\/\/oneproxy.pro\/wp-content\/uploads\/2023\/08\/Logical-View-of-the-data-marketplace.png\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/oneproxy.pro\/wp-content\/uploads\/2023\/08\/Logical-View-of-the-data-marketplace.png\" alt=\"C\u00e1i nh\u00ecn logic v\u1ec1 th\u1ecb tr\u01b0\u1eddng d\u1eef li\u1ec7u\" width=\"850\" height=\"421\" class=\"size-full wp-image-505472\" title=\"\" srcset=\"https:\/\/oneproxy.pro\/wp-content\/uploads\/2023\/08\/Logical-View-of-the-data-marketplace.png 850w, https:\/\/oneproxy.pro\/wp-content\/uploads\/2023\/08\/Logical-View-of-the-data-marketplace-150x74.png 150w, https:\/\/oneproxy.pro\/wp-content\/uploads\/2023\/08\/Logical-View-of-the-data-marketplace-768x380.png 768w, https:\/\/oneproxy.pro\/wp-content\/uploads\/2023\/08\/Logical-View-of-the-data-marketplace-18x9.png 18w\" sizes=\"auto, (max-width: 850px) 100vw, 850px\" \/><\/a><figcaption id=\"caption-attachment-505472\" class=\"wp-caption-text\">C\u00e1i nh\u00ecn logic v\u1ec1 th\u1ecb tr\u01b0\u1eddng d\u1eef li\u1ec7u<\/figcaption><\/figure>\n<h2>C\u00e1c t\u00ednh n\u0103ng ch\u00ednh c\u1ee7a Th\u1ecb tr\u01b0\u1eddng d\u1eef li\u1ec7u<\/h2>\n<p>Th\u1ecb tr\u01b0\u1eddng d\u1eef li\u1ec7u cung c\u1ea5p m\u1ed9t s\u1ed1 t\u00ednh n\u0103ng \u0111\u1ed9c \u0111\u00e1o gi\u00fap ch\u00fang kh\u00e1c bi\u1ec7t v\u1edbi c\u00e1c kho d\u1eef li\u1ec7u truy\u1ec1n th\u1ed1ng:<\/p>\n<ul>\n<li>Ngu\u1ed3n d\u1eef li\u1ec7u \u0111a d\u1ea1ng: Th\u1ecb tr\u01b0\u1eddng d\u1eef li\u1ec7u t\u1ed5ng h\u1ee3p d\u1eef li\u1ec7u t\u1eeb nhi\u1ec1u ngu\u1ed3n kh\u00e1c nhau, cung c\u1ea5p cho ng\u01b0\u1eddi d\u00f9ng nhi\u1ec1u t\u1eadp d\u1eef li\u1ec7u \u1edf m\u1ed9t v\u1ecb tr\u00ed.<\/li>\n<li>\u0110\u1ea3m b\u1ea3o ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u: C\u00e1c nh\u00e0 cung c\u1ea5p th\u01b0\u1eddng x\u00e1c th\u1ef1c v\u00e0 l\u00e0m s\u1ea1ch d\u1eef li\u1ec7u tr\u01b0\u1edbc khi li\u1ec7t k\u00ea, \u0111\u1ea3m b\u1ea3o ng\u01b0\u1eddi d\u00f9ng nh\u1eadn \u0111\u01b0\u1ee3c d\u1eef li\u1ec7u \u0111\u00e1ng tin c\u1eady, ch\u1ea5t l\u01b0\u1ee3ng cao.<\/li>\n<li>Kh\u1ea3 n\u0103ng truy c\u1eadp: Ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 duy\u1ec7t, mua v\u00e0 t\u1ea3i xu\u1ed1ng d\u1eef li\u1ec7u tr\u1ef1c ti\u1ebfp t\u1eeb th\u1ecb tr\u01b0\u1eddng, \u0111\u01a1n gi\u1ea3n h\u00f3a quy tr\u00ecnh thu th\u1eadp d\u1eef li\u1ec7u.<\/li>\n<li>B\u1ea3o m\u1eadt: Giao d\u1ecbch \u0111\u01b0\u1ee3c b\u1ea3o m\u1eadt v\u00e0 c\u00e1c bi\u1ec7n ph\u00e1p b\u1ea3o v\u1ec7 d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng \u0111\u1ec3 b\u1ea3o v\u1ec7 th\u00f4ng tin nh\u1ea1y c\u1ea3m.<\/li>\n<\/ul>\n<h2>C\u00e1c lo\u1ea1i th\u1ecb tr\u01b0\u1eddng d\u1eef li\u1ec7u<\/h2>\n<p>C\u00f3 ba lo\u1ea1i th\u1ecb tr\u01b0\u1eddng d\u1eef li\u1ec7u ch\u00ednh:<\/p>\n<table>\n<thead>\n<tr>\n<th>Ki\u1ec3u<\/th>\n<th>S\u1ef1 mi\u00eau t\u1ea3<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Th\u1ecb tr\u01b0\u1eddng d\u1eef li\u1ec7u m\u1edf<\/td>\n<td>H\u1ecd cung c\u1ea5p d\u1eef li\u1ec7u c\u00f3 s\u1eb5n c\u00f4ng khai m\u00e0 b\u1ea5t k\u1ef3 ai c\u0169ng c\u00f3 th\u1ec3 truy c\u1eadp mi\u1ec5n ph\u00ed.<\/td>\n<\/tr>\n<tr>\n<td>Th\u1ecb tr\u01b0\u1eddng d\u1eef li\u1ec7u th\u01b0\u01a1ng m\u1ea1i<\/td>\n<td>H\u1ecd b\u00e1n d\u1eef li\u1ec7u \u0111\u1ed9c quy\u1ec1n ho\u1eb7c s\u1ea3n ph\u1ea9m d\u1eef li\u1ec7u c\u00f3 t\u00ednh ph\u00ed.<\/td>\n<\/tr>\n<tr>\n<td>Th\u1ecb tr\u01b0\u1eddng d\u1eef li\u1ec7u lai<\/td>\n<td>H\u1ecd cung c\u1ea5p k\u1ebft h\u1ee3p d\u1eef li\u1ec7u mi\u1ec5n ph\u00ed v\u00e0 tr\u1ea3 ph\u00ed.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>Vi\u1ec7c s\u1eed d\u1ee5ng, th\u00e1ch th\u1ee9c v\u00e0 gi\u1ea3i ph\u00e1p trong th\u1ecb tr\u01b0\u1eddng d\u1eef li\u1ec7u<\/h2>\n<p>Th\u1ecb tr\u01b0\u1eddng d\u1eef li\u1ec7u mang l\u1ea1i nhi\u1ec1u l\u1ee3i \u00edch, bao g\u1ed3m gi\u00fap doanh nghi\u1ec7p \u0111\u1ea1t \u0111\u01b0\u1ee3c nh\u1eefng hi\u1ec3u bi\u1ebft s\u00e2u s\u1eafc v\u1ec1 c\u1ea1nh tranh, h\u1ed7 tr\u1ee3 nghi\u00ean c\u1ee9u, th\u00fac \u0111\u1ea9y \u0111\u1ed5i m\u1edbi v\u00e0 th\u00fac \u0111\u1ea9y t\u00ednh minh b\u1ea1ch. Tuy nhi\u00ean, nh\u1eefng th\u00e1ch th\u1ee9c nh\u01b0 quy\u1ec1n ri\u00eang t\u01b0, b\u1ea3o m\u1eadt, kh\u1ea3 n\u0103ng t\u01b0\u01a1ng t\u00e1c v\u00e0 ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u v\u1eabn t\u1ed3n t\u1ea1i. Qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u m\u1ea1nh m\u1ebd, s\u1eed d\u1ee5ng d\u1eef li\u1ec7u an to\u00e0n v\u00e0 \u1ea9n danh, thu\u1eadt to\u00e1n AI\/ML ti\u00ean ti\u1ebfn \u0111\u1ec3 l\u00e0m s\u1ea1ch v\u00e0 t\u00edch h\u1ee3p d\u1eef li\u1ec7u l\u00e0 m\u1ed9t s\u1ed1 gi\u1ea3i ph\u00e1p \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 kh\u1eafc ph\u1ee5c nh\u1eefng v\u1ea5n \u0111\u1ec1 n\u00e0y.<\/p>\n<h2>So s\u00e1nh v\u1edbi c\u00e1c kh\u00e1i ni\u1ec7m t\u01b0\u01a1ng t\u1ef1<\/h2>\n<p>Th\u1ecb tr\u01b0\u1eddng d\u1eef li\u1ec7u c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c so s\u00e1nh v\u1edbi c\u00e1c kh\u00e1i ni\u1ec7m t\u01b0\u01a1ng t\u1ef1 kh\u00e1c nh\u01b0:<\/p>\n<table>\n<thead>\n<tr>\n<th>Thu\u1eadt ng\u1eef<\/th>\n<th>S\u1ef1 mi\u00eau t\u1ea3<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Kho d\u1eef li\u1ec7u<\/td>\n<td>M\u1ed9t kho d\u1eef li\u1ec7u l\u1edbn \u0111\u01b0\u1ee3c thu th\u1eadp t\u1eeb nhi\u1ec1u ngu\u1ed3n kh\u00e1c nhau \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 h\u01b0\u1edbng d\u1eabn c\u00e1c quy\u1ebft \u0111\u1ecbnh qu\u1ea3n l\u00fd. Kh\u00f4ng gi\u1ed1ng nh\u01b0 c\u00e1c th\u1ecb tr\u01b0\u1eddng d\u1eef li\u1ec7u, nh\u1eefng th\u1ecb tr\u01b0\u1eddng n\u00e0y th\u01b0\u1eddng \u0111\u01b0\u1ee3c gi\u1edbi h\u1ea1n \u1edf m\u1ed9t t\u1ed5 ch\u1ee9c duy nh\u1ea5t.<\/td>\n<\/tr>\n<tr>\n<td>H\u1ed3 d\u1eef li\u1ec7u<\/td>\n<td>M\u1ed9t kho l\u01b0u tr\u1eef l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u th\u00f4 \u1edf \u0111\u1ecbnh d\u1ea1ng g\u1ed1c. N\u00f3 kh\u00e1c v\u1edbi th\u1ecb tr\u01b0\u1eddng d\u1eef li\u1ec7u v\u00ec n\u00f3 kh\u00f4ng li\u00ean quan \u0111\u1ebfn vi\u1ec7c b\u00e1n ho\u1eb7c mua d\u1eef li\u1ec7u.<\/td>\n<\/tr>\n<tr>\n<td>Nh\u00e0 m\u00f4i gi\u1edbi d\u1eef li\u1ec7u<\/td>\n<td>M\u1ed9t doanh nghi\u1ec7p thu th\u1eadp th\u00f4ng tin c\u00e1 nh\u00e2n v\u1ec1 ng\u01b0\u1eddi ti\u00eau d\u00f9ng v\u00e0 b\u00e1n th\u00f4ng tin \u0111\u00f3 cho c\u00e1c t\u1ed5 ch\u1ee9c kh\u00e1c. Kh\u00f4ng gi\u1ed1ng nh\u01b0 c\u00e1c th\u1ecb tr\u01b0\u1eddng d\u1eef li\u1ec7u, h\u1ecd t\u1eadp trung nhi\u1ec1u h\u01a1n v\u00e0o d\u1eef li\u1ec7u c\u00e1 nh\u00e2n v\u00e0 \u00edt h\u01a1n v\u00e0o d\u1eef li\u1ec7u kinh doanh\/ng\u00e0nh.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>T\u01b0\u01a1ng lai c\u1ee7a th\u1ecb tr\u01b0\u1eddng d\u1eef li\u1ec7u<\/h2>\n<p>T\u01b0\u01a1ng lai c\u1ee7a th\u1ecb tr\u01b0\u1eddng d\u1eef li\u1ec7u d\u1ef1 ki\u1ebfn s\u1ebd b\u1ecb \u1ea3nh h\u01b0\u1edfng b\u1edfi c\u00e1c c\u00f4ng ngh\u1ec7 m\u1edbi n\u1ed5i nh\u01b0 blockchain, AI v\u00e0 5G. V\u1edbi s\u1ef1 gia t\u0103ng nhu c\u1ea7u v\u1ec1 d\u1eef li\u1ec7u th\u1eddi gian th\u1ef1c, vi\u1ec7c cung c\u1ea5p d\u1eef li\u1ec7u truy\u1ec1n ph\u00e1t s\u1ebd \u0111\u01b0\u1ee3c ch\u00fa tr\u1ecdng h\u01a1n. Ngo\u00e0i ra, v\u1edbi s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a AI, c\u00e1c th\u1ecb tr\u01b0\u1eddng cung c\u1ea5p d\u1eef li\u1ec7u v\u00e0 m\u00f4 h\u00ecnh AI s\u1eb5n s\u00e0ng s\u1eed d\u1ee5ng c\u00f3 th\u1ec3 tr\u1edf n\u00ean ph\u1ed5 bi\u1ebfn h\u01a1n. Blockchain c\u00f3 th\u1ec3 mang l\u1ea1i s\u1ef1 minh b\u1ea1ch v\u00e0 b\u1ea3o m\u1eadt cho c\u00e1c giao d\u1ecbch d\u1eef li\u1ec7u.<\/p>\n<h2>M\u00e1y ch\u1ee7 proxy v\u00e0 th\u1ecb tr\u01b0\u1eddng d\u1eef li\u1ec7u<\/h2>\n<p>M\u00e1y ch\u1ee7 proxy \u0111\u00f3ng m\u1ed9t vai tr\u00f2 quan tr\u1ecdng trong vi\u1ec7c duy tr\u00ec quy\u1ec1n ri\u00eang t\u01b0 v\u00e0 b\u1ea3o m\u1eadt tr\u00ean th\u1ecb tr\u01b0\u1eddng d\u1eef li\u1ec7u. Ch\u00fang gi\u00fap che gi\u1ea5u danh t\u00ednh c\u1ee7a ng\u01b0\u1eddi d\u00f9ng, do \u0111\u00f3 b\u1ea3o v\u1ec7 d\u1eef li\u1ec7u v\u00e0 giao d\u1ecbch nh\u1ea1y c\u1ea3m. M\u00e1y ch\u1ee7 proxy c\u0169ng c\u00f3 th\u1ec3 gi\u00fap thu th\u1eadp d\u1eef li\u1ec7u t\u1eeb c\u00e1c th\u1ecb tr\u01b0\u1eddng n\u00e0y, cho ph\u00e9p doanh nghi\u1ec7p thu th\u1eadp l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u t\u1eeb nhi\u1ec1u ngu\u1ed3n trong th\u1eddi gian ng\u1eafn.<\/p>\n<h2>Li\u00ean k\u1ebft li\u00ean quan<\/h2>\n<ol>\n<li><a href=\"https:\/\/azuremarketplace.microsoft.com\/\" target=\"_new\" rel=\"noopener nofollow\">Th\u1ecb tr\u01b0\u1eddng Microsoft Azure<\/a><\/li>\n<li><a href=\"https:\/\/aws.amazon.com\/marketplace\/\" target=\"_new\" rel=\"noopener nofollow\">Trao \u0111\u1ed5i d\u1eef li\u1ec7u AWS<\/a><\/li>\n<li><a href=\"https:\/\/www.snowflake.com\/data-marketplace\/\" target=\"_new\" rel=\"noopener nofollow\">Th\u1ecb tr\u01b0\u1eddng d\u1eef li\u1ec7u b\u00f4ng tuy\u1ebft<\/a><\/li>\n<li><a href=\"https:\/\/www.forbes.com\/sites\/forbestechcouncil\/2021\/05\/12\/the-ins-and-outs-of-a-data-marketplace\/?sh=4e69470b19ea\" rel=\"nofollow noopener\" target=\"_blank\">Th\u00f4ng tin chi ti\u1ebft v\u1ec1 th\u1ecb tr\u01b0\u1eddng d\u1eef li\u1ec7u<\/a> \u2013 B\u00e0i vi\u1ebft c\u1ee7a Forbes.<\/li>\n<li><a href=\"https:\/\/www.datacommercecloud.com\/post\/data-marketplace-guide\" rel=\"nofollow noopener\" target=\"_blank\">Th\u1ecb tr\u01b0\u1eddng d\u1eef li\u1ec7u l\u00e0 g\u00ec? T\u01b0\u01a1ng lai c\u1ee7a th\u1ecb tr\u01b0\u1eddng d\u1eef li\u1ec7u l\u00e0 g\u00ec<\/a> \u2013 \u0110\u00e1m m\u00e2y th\u01b0\u01a1ng m\u1ea1i d\u1eef li\u1ec7u<\/li>\n<\/ol>","protected":false},"featured_media":505470,"menu_order":0,"template":"","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"class_list":["post-476667","wiki","type-wiki","status-publish","has-post-thumbnail","hentry"],"acf":{"faq_title":"Frequently Asked Questions about <mark>Data Marketplace: An Overview<\/mark>","faq_items":[{"question":"What is a data marketplace?","answer":"A data marketplace is a digital platform where data is bought, sold, or exchanged. These platforms cater to a diverse set of industries, offering data pertaining to various domains such as healthcare, finance, agriculture, transportation, and more."},{"question":"When was the concept of data marketplace introduced?","answer":"The concept of a data marketplace emerged with the rise of big data in the early 21st century. The term \"data marketplace\" was first introduced in the late 2000s by companies like Microsoft Azure and IBM who started to build platforms to provide businesses with access to diverse sets of data."},{"question":"How does a data marketplace function?","answer":"Data marketplaces function similarly to any other marketplace; they offer an organized platform where buyers and sellers can conduct transactions. However, instead of physical goods or services, the commodity in question is data. These platforms facilitate transactions between data providers, who produce and sell data, and data consumers, typically businesses or organizations that purchase data to derive insights, make strategic decisions, or build applications."},{"question":"What are the key features of data marketplaces?","answer":"Key features of data marketplaces include diverse data sources, data quality assurance, accessibility, and security. They aggregate data from various sources, provide users with a wide range of data sets in one location, ensure users receive high-quality, reliable data, and offer a secure environment for transactions and data protection."},{"question":"What types of data marketplaces exist?","answer":"There are three primary types of data marketplaces: Open Data Marketplaces which offer publicly available data for free, Commercial Data Marketplaces which sell proprietary data or data products for a fee, and Hybrid Data Marketplaces which provide a mix of free and paid data."},{"question":"What are the future trends in data marketplaces?","answer":"The future of data marketplaces is expected to be influenced by emerging technologies like blockchain, AI, and 5G. There will be more emphasis on providing real-time streaming data and marketplaces that offer ready-to-use AI models and data may become more prevalent."},{"question":"How are proxy servers associated with data marketplaces?","answer":"Proxy servers play a crucial role in maintaining privacy and security in data marketplaces. They help in masking the identity of users, protecting sensitive data and transactions. Proxy servers can also aid in data scraping from these marketplaces, enabling businesses to collect vast amounts of data from multiple sources quickly."}]},"_links":{"self":[{"href":"https:\/\/oneproxy.pro\/vn\/wp-json\/wp\/v2\/wiki\/476667","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/oneproxy.pro\/vn\/wp-json\/wp\/v2\/wiki"}],"about":[{"href":"https:\/\/oneproxy.pro\/vn\/wp-json\/wp\/v2\/types\/wiki"}],"version-history":[{"count":4,"href":"https:\/\/oneproxy.pro\/vn\/wp-json\/wp\/v2\/wiki\/476667\/revisions"}],"predecessor-version":[{"id":505474,"href":"https:\/\/oneproxy.pro\/vn\/wp-json\/wp\/v2\/wiki\/476667\/revisions\/505474"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/oneproxy.pro\/vn\/wp-json\/wp\/v2\/media\/505470"}],"wp:attachment":[{"href":"https:\/\/oneproxy.pro\/vn\/wp-json\/wp\/v2\/media?parent=476667"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}