{"id":39720,"date":"2026-08-14T16:50:36","date_gmt":"2026-08-14T09:50:36","guid":{"rendered":"https:\/\/asia-vn.edu.vn\/?p=39720"},"modified":"2026-08-14T16:50:36","modified_gmt":"2026-08-14T09:50:36","slug":"sv-asia-university-program-phat-trien-nen-tang-ai","status":"publish","type":"post","link":"https:\/\/asia-vn.edu.vn\/en\/sv-asia-university-program-phat-trien-nen-tang-ai\/","title":{"rendered":"Sinh vi\u00ean Asia University Program ph\u00e1t tri\u1ec3n n\u1ec1n t\u1ea3ng AI ph\u00e2n t\u00edch tin t\u1ee9c th\u1ecb tr\u01b0\u1eddng b\u00e1n d\u1eabn"},"content":{"rendered":"

Th\u1ecb tr\u01b0\u1eddng b\u00e1n d\u1eabn c\u00f3 th\u1ec3 ch\u1ecbu t\u00e1c \u0111\u1ed9ng t\u1eeb nhi\u1ec1u y\u1ebfu t\u1ed1, t\u1eeb s\u1ef1 d\u1ecbch chuy\u1ec3n chu\u1ed7i cung \u1ee9ng, ch\u00ednh s\u00e1ch th\u01b0\u01a1ng m\u1ea1i \u0111\u1ebfn nh\u1eefng thay \u0111\u1ed5i v\u1ec1 c\u00f4ng ngh\u1ec7. Trong khi \u0111\u00f3, th\u00f4ng tin li\u00ean quan \u0111\u01b0\u1ee3c c\u1eadp nh\u1eadt li\u00ean t\u1ee5c tr\u00ean nhi\u1ec1u ngu\u1ed3n v\u00e0 b\u1eb1ng nhi\u1ec1u ng\u00f4n ng\u1eef, khi\u1ebfn vi\u1ec7c theo d\u00f5i th\u1ee7 c\u00f4ng m\u1ea5t nhi\u1ec1u th\u1eddi gian v\u00e0 kh\u00f3 h\u00ecnh th\u00e0nh m\u1ed9t b\u1ee9c tranh t\u1ed5ng th\u1ec3.<\/span><\/p>\n

T\u1eeb b\u00e0i to\u00e1n n\u00e0y, b\u1ed1n sinh vi\u00ean ng\u00e0nh C\u00f4ng ngh\u1ec7 b\u00e1n d\u1eabn g\u1ed3m Nguy\u1ec5n T\u0103ng Minh Qu\u00e2n, V\u0169 Anh Ki\u1ec7t, B\u00f9i Thi\u1ec7n Th\u00e0nh v\u00e0 Nguy\u1ec5n H\u1eefu Thi\u1ec7n \u0111\u00e3 x\u00e2y d\u1ef1ng GlobalPulse AI trong khu\u00f4n kh\u1ed5 h\u1ecdc ph\u1ea7n \u201c<\/span>Advanced Programming\u201d<\/span><\/i> (L\u1eadp tr\u00ecnh n\u00e2ng cao).<\/span><\/p>\n

D\u00f9ng AI \u0111\u1ec3 bi\u1ebfn d\u00f2ng tin t\u1ee9c th\u00e0nh d\u1eef li\u1ec7u c\u00f3 th\u1ec3 theo d\u00f5i<\/b><\/span><\/p>\n

Thay v\u00ec y\u00eau c\u1ea7u ng\u01b0\u1eddi d\u00f9ng \u0111\u1ecdc v\u00e0 t\u1ef1 t\u1ed5ng h\u1ee3p t\u1eebng b\u1ea3n tin, nh\u00f3m \u0111\u1eb7t m\u1ee5c ti\u00eau x\u00e2y d\u1ef1ng m\u1ed9t quy tr\u00ecnh t\u1ef1 \u0111\u1ed9ng t\u1eeb kh\u00e2u thu th\u1eadp th\u00f4ng tin \u0111\u1ebfn ph\u00e2n t\u00edch v\u00e0 hi\u1ec3n th\u1ecb k\u1ebft qu\u1ea3.<\/span><\/p>\n

GlobalPulse AI c\u00f3 th\u1ec3 thu th\u1eadp tin t\u1ee9c t\u1eeb c\u00e1c ngu\u1ed3n b\u00e1o ch\u00ed trong v\u00e0 ngo\u00e0i n\u01b0\u1edbc, sau \u0111\u00f3 x\u1eed l\u00fd d\u1eef li\u1ec7u v\u0103n b\u1ea3n, ph\u00e2n lo\u1ea1i n\u1ed9i dung, tr\u00edch xu\u1ea5t t\u1eeb kh\u00f3a v\u00e0 s\u1eed d\u1ee5ng AI \u0111\u1ec3 ph\u00e2n t\u00edch s\u1eafc th\u00e1i c\u1ee7a t\u1eebng b\u1ea3n tin.<\/span><\/p>\n

K\u1ebft qu\u1ea3 \u0111\u01b0\u1ee3c \u0111\u01b0a l\u00ean m\u1ed9t b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n tr\u1ef1c quan, cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng theo d\u00f5i c\u00e1c nh\u00f3m th\u00f4ng tin nh\u01b0 xu h\u01b0\u1edbng tin t\u1ee9c, t\u00edn hi\u1ec7u \u0111\u00e1ng ch\u00fa \u00fd, ngu\u1ed3n d\u1eef li\u1ec7u v\u00e0 nh\u1eefng s\u1ef1 ki\u1ec7n c\u00f3 kh\u1ea3 n\u0103ng t\u1ea1o ra c\u01a1 h\u1ed9i ho\u1eb7c r\u1ee7i ro \u0111\u1ed1i v\u1edbi th\u1ecb tr\u01b0\u1eddng b\u00e1n d\u1eabn.<\/span><\/p>\n

\"\u201cGlobalPulse
\u201cGlobalPulse AI\u201d \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf v\u1edbi nhi\u1ec1u ch\u1ee9c n\u0103ng t\u1ef1 \u0111\u1ed9ng<\/figcaption><\/figure>\n

Theo nh\u00f3m ph\u00e1t tri\u1ec3n, h\u1ec7 th\u1ed1ng \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng v\u1edbi m\u1ee5c ti\u00eau gi\u00fap ng\u01b0\u1eddi d\u00f9ng r\u00fat ng\u1eafn qu\u00e1 tr\u00ecnh t\u1eeb \u201c\u0111\u1ecdc tin\u201d \u0111\u1ebfn \u201cnh\u1eadn di\u1ec7n t\u00edn hi\u1ec7u\u201d. Khi m\u1ed9t s\u1ef1 ki\u1ec7n li\u00ean quan \u0111\u1ebfn chu\u1ed7i cung \u1ee9ng ho\u1eb7c th\u1ecb tr\u01b0\u1eddng xu\u1ea5t hi\u1ec7n, d\u1eef li\u1ec7u t\u1eeb nhi\u1ec1u ngu\u1ed3n c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c t\u1eadp h\u1ee3p v\u00e0 x\u1eed l\u00fd tr\u00ean c\u00f9ng m\u1ed9t n\u1ec1n t\u1ea3ng, thay v\u00ec ph\u1ea3i theo d\u00f5i ri\u00eang l\u1ebb t\u1eebng k\u00eanh th\u00f4ng tin.<\/span><\/p>\n

\u0110i\u1ec3m \u0111\u00e1ng ch\u00fa \u00fd c\u1ee7a d\u1ef1 \u00e1n n\u1eb1m \u1edf c\u00e1ch sinh vi\u00ean k\u1ebft n\u1ed1i ki\u1ebfn th\u1ee9c l\u1eadp tr\u00ecnh v\u00e0 AI v\u1edbi ch\u00ednh l\u0129nh v\u1ef1c b\u00e1n d\u1eabn m\u00e0 m\u00ecnh theo h\u1ecdc. S\u1ea3n ph\u1ea9m v\u00ec th\u1ebf kh\u00f4ng \u0111\u01a1n thu\u1ea7n l\u00e0 m\u1ed9t b\u00e0i t\u1eadp x\u00e2y d\u1ef1ng ph\u1ea7n m\u1ec1m, m\u00e0 b\u1eaft \u0111\u1ea7u t\u1eeb c\u00e2u h\u1ecfi c\u1ee5 th\u1ec3: l\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 c\u00f4ng ngh\u1ec7 h\u1ed7 tr\u1ee3 con ng\u01b0\u1eddi theo d\u00f5i m\u1ed9t ng\u00e0nh c\u00f3 l\u01b0\u1ee3ng th\u00f4ng tin l\u1edbn v\u00e0 bi\u1ebfn \u0111\u1ed9ng nhanh?<\/span><\/p>\n

Nh\u00f3m c\u0169ng \u0111\u1ec1 xu\u1ea5t l\u1ed9 tr\u00ecnh ph\u00e1t tri\u1ec3n ti\u1ebfp theo cho GlobalPulse AI, trong \u0111\u00f3 c\u00f3 kh\u1ea3 n\u0103ng nghi\u00ean c\u1ee9u m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn chuy\u00ean bi\u1ec7t cho l\u0129nh v\u1ef1c b\u00e1n d\u1eabn, m\u1edf r\u1ed9ng sang c\u00e1c ngu\u1ed3n d\u1eef li\u1ec7u kh\u00e1c v\u00e0 b\u1ed5 sung th\u00eam ti\u1ebfng Nh\u1eadt, H\u00e0n, Trung \u0111\u1ec3 ph\u1ee5c v\u1ee5 vi\u1ec7c theo d\u00f5i th\u1ecb tr\u01b0\u1eddng ch\u00e2u \u00c1.<\/span><\/p>\n

T\u1eeb m\u1ed9t b\u00e0i to\u00e1n \u0111\u1ebfn quy tr\u00ecnh ph\u00e1t tri\u1ec3n s\u1ea3n ph\u1ea9m ho\u00e0n ch\u1ec9nh<\/b><\/span><\/p>\n

\u0110\u1ec3 \u0111\u01b0a \u00fd t\u01b0\u1edfng th\u00e0nh m\u1ed9t h\u1ec7 th\u1ed1ng c\u00f3 th\u1ec3 v\u1eadn h\u00e0nh, nh\u00f3m sinh vi\u00ean ph\u1ea3i \u0111i qua nhi\u1ec1u c\u00f4ng \u0111o\u1ea1n c\u1ee7a qu\u00e1 tr\u00ecnh ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m: ph\u00e2n t\u00edch y\u00eau c\u1ea7u, thi\u1ebft k\u1ebf ki\u1ebfn tr\u00fac, x\u00e2y d\u1ef1ng quy tr\u00ecnh thu th\u1eadp v\u00e0 x\u1eed l\u00fd d\u1eef li\u1ec7u, ph\u00e1t tri\u1ec3n backend, giao di\u1ec7n, t\u00edch h\u1ee3p AI, ki\u1ec3m th\u1eed v\u00e0 \u0111i\u1ec1u ch\u1ec9nh s\u1ea3n ph\u1ea9m.<\/span><\/p>\n

\u0110i\u1ec1u n\u00e0y c\u0169ng khi\u1ebfn b\u00e0i to\u00e1n c\u1ee7a h\u1ecdc ph\u1ea7n v\u01b0\u1ee3t ra ngo\u00e0i vi\u1ec7c vi\u1ebft \u0111\u01b0\u1ee3c m\u1ed9t \u0111o\u1ea1n m\u00e3 \u0111\u00fang y\u00eau c\u1ea7u. C\u00e1c th\u00e0nh vi\u00ean ph\u1ea3i x\u00e1c \u0111\u1ecbnh h\u1ec7 th\u1ed1ng c\u1ea7n gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 g\u00ec, d\u1eef li\u1ec7u \u0111i qua nh\u1eefng b\u01b0\u1edbc n\u00e0o, c\u00e1c th\u00e0nh ph\u1ea7n k\u1ebft n\u1ed1i v\u1edbi nhau ra sao v\u00e0 c\u00e1ch ph\u00e2n chia c\u00f4ng vi\u1ec7c \u0111\u1ec3 s\u1ea3n ph\u1ea9m c\u00f3 th\u1ec3 ho\u00e0n thi\u1ec7n trong th\u1eddi gian cho ph\u00e9p.<\/span><\/p>\n

\u201c\u0110i\u1ec1u gi\u00e1 tr\u1ecb nh\u1ea5t m\u00e0 nh\u00f3m nh\u1eadn \u0111\u01b0\u1ee3c kh\u00f4ng ch\u1ec9 l\u00e0 m\u1ed9t s\u1ea3n ph\u1ea9m ho\u00e0n ch\u1ec9nh m\u00e0 c\u00f2n l\u00e0 tr\u1ea3i nghi\u1ec7m l\u00e0m vi\u1ec7c nh\u01b0 m\u1ed9t nh\u00f3m ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m th\u1ef1c th\u1ee5. Ch\u00fang em ph\u1ea3i c\u00f9ng nhau ph\u00e2n t\u00edch b\u00e0i to\u00e1n, thi\u1ebft k\u1ebf h\u1ec7 th\u1ed1ng, l\u1eadp k\u1ebf ho\u1ea1ch, ph\u1ed1i h\u1ee3p gi\u1eefa c\u00e1c th\u00e0nh vi\u00ean v\u00e0 li\u00ean t\u1ee5c c\u1ea3i ti\u1ebfn s\u1ea3n ph\u1ea9m trong su\u1ed1t qu\u00e1 tr\u00ecnh th\u1ef1c hi\u1ec7n\u201d, B\u00f9i Thi\u1ec7n Th\u00e0nh, \u0111\u1ea1i di\u1ec7n nh\u00f3m chia s\u1ebb.<\/span><\/p>\n

Qua d\u1ef1 \u00e1n, sinh vi\u00ean \u0111\u1ed3ng th\u1eddi v\u1eadn d\u1ee5ng nhi\u1ec1u nh\u00f3m n\u0103ng l\u1ef1c: l\u1eadp tr\u00ecnh \u0111\u1ec3 x\u00e2y d\u1ef1ng h\u1ec7 th\u1ed1ng, AI \u0111\u1ec3 x\u1eed l\u00fd d\u1eef li\u1ec7u, ki\u1ebfn th\u1ee9c v\u1ec1 l\u0129nh v\u1ef1c b\u00e1n d\u1eabn \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh th\u00f4ng tin c\u1ea7n theo d\u00f5i v\u00e0 k\u1ef9 n\u0103ng l\u00e0m vi\u1ec7c nh\u00f3m \u0111\u1ec3 \u0111\u01b0a c\u00e1c th\u00e0nh ph\u1ea7n th\u00e0nh m\u1ed9t s\u1ea3n ph\u1ea9m th\u1ed1ng nh\u1ea5t.<\/span><\/p>\n

\"Kh\u00f4ng
Kh\u00f4ng d\u1eebng l\u1ea1i \u1edf vi\u1ec7c t\u1ed5ng h\u1ee3p tin t\u1ee9c, nh\u00f3m sinh vi\u00ean c\u00f2n x\u00e2y d\u1ef1ng l\u1ed9 tr\u00ecnh m\u1edf r\u1ed9ng h\u1ec7 th\u1ed1ng trong t\u01b0\u01a1ng lai<\/figcaption><\/figure>\n

H\u1ecdc chuy\u00ean ng\u00e0nh t\u1eeb nh\u1eefng v\u1ea5n \u0111\u1ec1 th\u1ef1c t\u1ebf<\/b><\/span><\/p>\n

GlobalPulse AI l\u00e0 m\u1ed9t trong nh\u1eefng d\u1ef1 \u00e1n \u0111\u01b0\u1ee3c tri\u1ec3n khai theo ph\u01b0\u01a1ng ph\u00e1p h\u1ecdc t\u1eadp d\u1ef1a tr\u00ean d\u1ef1 \u00e1n t\u1ea1i Asia University Program. Sinh vi\u00ean \u0111\u01b0\u1ee3c \u0111\u1eb7t tr\u01b0\u1edbc m\u1ed9t v\u1ea5n \u0111\u1ec1, t\u1eeb \u0111\u00f3 t\u00ecm c\u00e1ch v\u1eadn d\u1ee5ng ki\u1ebfn th\u1ee9c c\u1ee7a h\u1ecdc ph\u1ea7n \u0111\u1ec3 x\u00e2y d\u1ef1ng v\u00e0 ki\u1ec3m ch\u1ee9ng gi\u1ea3i ph\u00e1p.<\/span><\/p>\n

C\u00e1ch h\u1ecdc n\u00e0y gi\u00fap ki\u1ebfn th\u1ee9c chuy\u00ean m\u00f4n kh\u00f4ng t\u1ed3n t\u1ea1i t\u00e1ch bi\u1ec7t. V\u1edbi m\u1ed9t sinh vi\u00ean C\u00f4ng ngh\u1ec7 b\u00e1n d\u1eabn, hi\u1ec3u v\u1ec1 ng\u00e0nh c\u00f3 th\u1ec3 \u0111i c\u00f9ng kh\u1ea3 n\u0103ng s\u1eed d\u1ee5ng d\u1eef li\u1ec7u, l\u1eadp tr\u00ecnh v\u00e0 AI \u0111\u1ec3 gi\u1ea3i quy\u1ebft nh\u1eefng nhu c\u1ea7u \u0111ang xu\u1ea5t hi\u1ec7n trong ch\u00ednh l\u0129nh v\u1ef1c \u0111\u00f3.<\/span><\/p>\n

T\u1eeb qu\u00e1 tr\u00ecnh x\u00e1c \u0111\u1ecbnh v\u1ea5n \u0111\u1ec1, x\u00e2y d\u1ef1ng h\u1ec7 th\u1ed1ng \u0111\u1ebfn th\u1eed nghi\u1ec7m v\u00e0 ho\u00e0n thi\u1ec7n s\u1ea3n ph\u1ea9m, ng\u01b0\u1eddi h\u1ecdc t\u1eebng b\u01b0\u1edbc l\u00e0m quen v\u1edbi c\u00e1ch m\u1ed9t d\u1ef1 \u00e1n c\u00f4ng ngh\u1ec7 \u0111\u01b0\u1ee3c tri\u1ec3n khai trong th\u1ef1c t\u1ebf. \u0110\u00e2y c\u0169ng l\u00e0 n\u1ec1n t\u1ea3ng \u0111\u1ec3 sinh vi\u00ean ti\u1ebfp t\u1ee5c tham gia c\u00e1c d\u1ef1 \u00e1n chuy\u00ean m\u00f4n, nghi\u00ean c\u1ee9u v\u00e0 ph\u00e1t tri\u1ec3n s\u1ea3n ph\u1ea9m \u1edf nh\u1eefng giai \u0111o\u1ea1n ti\u1ebfp theo c\u1ee7a h\u00e0nh tr\u00ecnh \u0111\u1ea1i h\u1ecdc.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"

Nh\u1eb1m gi\u1ea3i quy\u1ebft b\u00e0i to\u00e1n theo d\u00f5i l\u01b0\u1ee3ng l\u1edbn th\u00f4ng tin li\u00ean quan \u0111\u1ebfn chu\u1ed7i cung \u1ee9ng, c\u00f4ng ngh\u1ec7 v\u00e0 ch\u00ednh s\u00e1ch c\u1ee7a ng\u00e0nh b\u00e1n d\u1eabn, nh\u00f3m sinh vi\u00ean Asia University Program \u0111\u00e3 ph\u00e1t tri\u1ec3n GlobalPulse AI – n\u1ec1n t\u1ea3ng \u1ee9ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng t\u1ed5ng h\u1ee3p, ph\u00e2n t\u00edch v\u00e0 tr\u1ef1c quan h\u00f3a tin t\u1ee9c t\u1eeb nhi\u1ec1u ngu\u1ed3n.<\/span><\/p>\n","protected":false},"author":4,"featured_media":39722,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1,17],"tags":[552,525,573],"class_list":["post-39720","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tin-tuc","category-tin-tuc-chung","tag-advanced-programming","tag-asia-university-program","tag-globalpulse-ai","post_format-post-format-0"],"_links":{"self":[{"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/posts\/39720","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/comments?post=39720"}],"version-history":[{"count":0,"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/posts\/39720\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/media\/39722"}],"wp:attachment":[{"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/media?parent=39720"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/categories?post=39720"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/tags?post=39720"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}