{"id":407,"date":"2025-11-25T05:04:45","date_gmt":"2025-11-25T05:04:45","guid":{"rendered":"https:\/\/webfpt.poscrm.io.vn\/?p=407"},"modified":"2026-04-11T02:59:56","modified_gmt":"2026-04-11T02:59:56","slug":"sinh-vien-dai-hoc-fpt-phat-trien-he-thong-de-xuat-lo-trinh-hoc-tap-ca-nhan-hoa-trong-do-an-tot-nghiep-hoc-ky-fall-2025","status":"publish","type":"post","link":"https:\/\/daihoc.fpt.edu.vn\/hcm\/sinh-vien-dai-hoc-fpt-phat-trien-he-thong-de-xuat-lo-trinh-hoc-tap-ca-nhan-hoa-trong-do-an-tot-nghiep-hoc-ky-fall-2025\/","title":{"rendered":"Sinh vi\u00ean \u0110\u1ea1i h\u1ecdc FPT ph\u00e1t tri\u1ec3n h\u1ec7 th\u1ed1ng \u0111\u1ec1 xu\u1ea5t l\u1ed9 tr\u00ecnh h\u1ecdc t\u1eadp c\u00e1 nh\u00e2n h\u00f3a trong \u0110\u1ed3 \u00e1n T\u1ed1t nghi\u1ec7p h\u1ecdc k\u1ef3 Fall 2025"},"content":{"rendered":"

V\u1eeba qua, sinh vi\u00ean Tr\u01b0\u1eddng \u0110\u1ea1i h\u1ecdc FPT \u0111\u00e3 b\u01b0\u1edbc v\u00e0o k\u1ef3 B\u1ea3o v\u1ec7 \u0110\u1ed3 \u00e1n T\u1ed1t nghi\u1ec7p h\u1ecdc k\u1ef3 Fall 2025 v\u1edbi nhi\u1ec1u \u0111\u1ec1 t\u00e0i g\u1eafn li\u1ec1n c\u00e1c b\u00e0i to\u00e1n th\u1ef1c ti\u1ec5n c\u1ee7a x\u00e3 h\u1ed9i v\u00e0 doanh nghi\u1ec7p. N\u1ed5i b\u1eadt l\u00e0 \u0111\u1ed3 \u00e1n “<\/i>EduSmart – Personalized Learning Path Recommendation” <\/i>– N\u1ec1n t\u1ea3ng h\u1ecdc t\u1eadp tr\u1ef1c tuy\u1ebfn \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng nh\u1eb1m h\u1ed7 tr\u1ee3 sinh vi\u00ean trong vi\u1ec7c h\u1ecdc t\u1eadp v\u00e0 ph\u00e1t tri\u1ec3n k\u1ef9 n\u0103ng theo l\u1ed9 tr\u00ecnh c\u00e1 nh\u00e2n h\u00f3a v\u1edbi m\u1ee5c ti\u00eau n\u00e2ng cao hi\u1ec7u qu\u1ea3 h\u1ecdc t\u1eadp v\u00e0 kh\u1ea3 n\u0103ng t\u1ef1 h\u1ecdc.<\/i><\/p>\n

Nh\u1eadn th\u1ea5y th\u1ef1c tr\u1ea1ng m\u1ed9t s\u1ed1 sinh vi\u00ean ng\u00e0nh C\u00f4ng ngh\u1ec7 th\u00f4ng tin c\u00f2n thi\u1ebfu l\u1ed9 tr\u00ecnh h\u1ecdc t\u1eadp ph\u00f9 h\u1ee3p v\u1edbi n\u0103ng l\u1ef1c, c\u00e1c th\u00e0nh vi\u00ean \u0111\u00e3 l\u00ean \u00fd t\u01b0\u1edfng th\u1ef1c hi\u1ec7n \u0111\u1ed3 \u00e1n <\/span>EduSmart \u2013 Personalized Learning Path Recommendation <\/b>\u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng nh\u1eb1m \u0111\u1ec1 xu\u1ea5t m\u1ed9t h\u1ec7 th\u1ed1ng h\u1ecdc t\u1eadp c\u00e1 nh\u00e2n h\u00f3a. Th\u00f4ng qua vi\u1ec7c \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, EduSmart h\u01b0\u1edbng \u0111\u1ebfn vi\u1ec7c k\u1ebft n\u1ed1i qu\u00e1 tr\u00ecnh h\u1ecdc t\u1eadp trong nh\u00e0 tr\u01b0\u1eddng v\u1edbi nhu c\u1ea7u ph\u00e1t tri\u1ec3n k\u1ef9 n\u0103ng th\u1ef1c t\u1ebf, \u0111\u1ed3ng th\u1eddi n\u00e2ng cao hi\u1ec7u qu\u1ea3 h\u1ecdc t\u1eadp v\u00e0 tr\u1ea3i nghi\u1ec7m c\u1ee7a ng\u01b0\u1eddi h\u1ecdc.<\/span><\/p>\n

\"\"<\/p>\n

\u00a0Nh\u00f3m sinh vi\u00ean \u0110\u1ea1i h\u1ecdc FPT th\u1ef1c hi\u1ec7n \u0111\u1ed3 \u00e1n EduSmart \u2013 Personalized Learning Path Recommendation<\/em><\/p>\n

\n
\n
\n
\n
\n
\n
\n
\n

\u0110\u1ec1 t\u00e0i EduSmart \u2013 Personalized Learning Path Recommendation \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n b\u1edfi nh\u00f3m sinh vi\u00ean ng\u00e0nh K\u1ef9 thu\u1eadt Ph\u1ea7n m\u1ec1m Tr\u01b0\u1eddng \u0110\u1ea1i h\u1ecdc FPT g\u1ed3m Ph\u1ea1m Gia Kh\u00f4i, Tr\u1ea7n Duy Anh, V\u0169 Th\u00e0nh An, Nguy\u1ec5n Th\u1ecb B\u00edch Duy\u00ean v\u00e0 Nguy\u1ec5n \u0110\u1ee9c Tuy\u00ean<\/strong> d\u01b0\u1edbi s\u1ef1 h\u01b0\u1edbng d\u1eabn t\u1eadn t\u00ecnh c\u1ee7a c\u00f4 Nguy\u1ec5n Th\u1ecb C\u1ea9m H\u01b0\u01a1ng v\u00e0 c\u00f4 Tr\u1ea7n Ng\u1ecdc Nh\u01b0 Qu\u1ef3nh.<\/strong><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/article>\n<\/div>\n

\"\"<\/p>\n

\u00a0C\u00e1c th\u00e0nh vi\u00ean tr\u00ecnh b\u00e0y v\u1ec1 \u0111\u1ec1 t\u00e0i k\u1ebft h\u1ee3p t\u01b0\u01a1ng t\u00e1c tr\u1ef1c ti\u1ebfp tr\u00ean h\u1ec7 th\u1ed1ng Edusmart\u00a0<\/i><\/p>\n

\u0110\u1ecbnh h\u01b0\u1edbng ph\u00e1t tri\u1ec3n theo h\u01b0\u1edbng c\u00e2n b\u1eb1ng gi\u1eefa k\u1ef9 thu\u1eadt, n\u1ed9i dung v\u00e0 tr\u1ea3i nghi\u1ec7m ng\u01b0\u1eddi d\u00f9ng,<\/strong> h\u1ec7 th\u1ed1ng EduSmart<\/strong> \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf v\u1edbi nhi\u1ec1u t\u00ednh n\u0103ng mang t\u00ednh \u1ee9ng d\u1ee5ng cao, t\u00edch h\u1ee3p tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u1ec3 ph\u00e2n t\u00edch n\u0103ng l\u1ef1c, th\u00f3i quen h\u1ecdc t\u1eadp v\u00e0 m\u1ee5c ti\u00eau ngh\u1ec1 nghi\u1ec7p c\u1ee7a ng\u01b0\u1eddi h\u1ecdc, t\u1eeb \u0111\u00f3 \u0111\u1ec1 xu\u1ea5t c\u00e1c l\u1ed9 tr\u00ecnh h\u1ecdc t\u1eadp ph\u00f9 h\u1ee3p v\u00e0 c\u00e1 nh\u00e2n h\u00f3a.<\/p>\n

B\u00ean c\u1ea1nh \u0111\u00f3, EduSmart cho ph\u00e9p theo d\u00f5i ti\u1ebfn \u0111\u1ed9 v\u00e0 hi\u1ec7u su\u1ea5t h\u1ecdc t\u1eadp c\u1ee7a sinh vi\u00ean, t\u1eeb \u0111\u00f3 \u0111\u01b0a ra c\u00e1c ph\u1ea3n h\u1ed3i v\u00e0 g\u1ee3i \u00fd c\u1ea3i thi\u1ec7n trong su\u1ed1t qu\u00e1 tr\u00ecnh h\u1ecdc. Ngo\u00e0i ra, chatbot th\u00f4ng minh \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p trong h\u1ec7 th\u1ed1ng gi\u00fap h\u1ed7 tr\u1ee3 h\u1ecdc t\u1eadp li\u00ean t\u1ee5c 24\/7, nhanh ch\u00f3ng gi\u1ea3i \u0111\u00e1p c\u00e1c th\u1eafc m\u1eafc li\u00ean quan \u0111\u1ebfn n\u1ed9i dung kh\u00f3a h\u1ecdc. H\u1ec7 th\u1ed1ng \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng tr\u00ean n\u1ec1n t\u1ea3ng c\u00f4ng ngh\u1ec7 hi\u1ec7n \u0111\u1ea1i, \u0111\u1ea3m b\u1ea3o t\u00ednh \u1ed5n \u0111\u1ecbnh, kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng v\u00e0 thu\u1eadn l\u1ee3i cho vi\u1ec7c b\u1ea3o tr\u00ec.<\/p>\n

\"\"<\/p>\n

Nh\u00f3m sinh vi\u00ean tr\u1ea3 l\u1eddi c\u00e2u h\u1ecfi ph\u1ea3n bi\u1ec7n c\u1ee7a H\u1ed9i \u0111\u1ed3ng\u00a0<\/i><\/p>\n

Th\u1ea7y Nguy\u1ec5n T\u1ea5n Ph\u00fac – Th\u01b0 k\u00fd H\u1ed9i \u0111\u1ed3ng \u0111\u00e3 nh\u1eadn x\u00e9t r\u1eb1ng: \u201cS\u1ea3n ph\u1ea9m c\u1ee7a nh\u00f3m kh\u00e1 t\u1ed1t nh\u01b0ng c\u1ea7n c\u1ea3i thi\u1ec7n ph\u1ea7n vi\u1ebft form b\u00e1o c\u00e1o.\u201d<\/em> \u0110\u00e1nh gi\u00e1 chung, H\u1ed9i \u0111\u1ed3ng c\u00f4ng nh\u1eadn \u0111\u1ed3 \u00e1n EduSmart \u2013 Personalized Learning Path Recommendation \u0111\u1ea1t y\u00eau c\u1ea7u. T\u1eeb nh\u1eefng g\u00f3p \u00fd c\u1ee7a H\u1ed9i \u0111\u1ed3ng, h\u1ec7 th\u1ed1ng Edusmart d\u1ef1 ki\u1ebfn s\u1ebd c\u1ea3i thi\u1ec7n \u0111\u1ed9 chu\u1ea9n x\u00e1c c\u1ee7a h\u1ec7 th\u1ed1ng AI khi \u0111\u1ec1 xu\u1ea5t l\u1ed9 tr\u00ecnh h\u1ecdc t\u1eadp, n\u00e2ng c\u1ea5p UI (User Interface – Giao di\u1ec7n ng\u01b0\u1eddi d\u00f9ng) \u0111\u1ec3 th\u00e2n thi\u1ec7n v\u1edbi sinh vi\u00ean h\u01a1n v\u00e0 c\u00f3 th\u1ec3 th\u01b0\u01a1ng m\u1ea1i h\u00f3a s\u1ea3n ph\u1ea9m trong t\u01b0\u01a1ng lai.<\/p>\n

\"\"<\/p>\n

Th\u1ea7y Nguy\u1ec5n T\u1ea5n Ph\u00fac – Th\u01b0 k\u00fd H\u1ed9i \u0111\u1ed3ng c\u00f4ng b\u1ed1 k\u1ebft qu\u1ea3 Kh\u00f3a lu\u1eadn T\u1ed1t nghi\u1ec7p<\/i><\/p>\n

\u0110\u1ea1i di\u1ec7n nh\u00f3m \u0111\u1ed3 \u00e1n, b\u1ea1n Nguy\u1ec5n Th\u1ecb B\u00edch Duy\u00ean chia s\u1ebb r\u1eb1ng:<\/span> \u201cM\u1ee5c ti\u00eau c\u1ee7a EduSmart l\u00e0 gi\u00fap sinh vi\u00ean x\u00e2y d\u1ef1ng l\u1ed9 tr\u00ecnh h\u1ecdc t\u1eadp ph\u00f9 h\u1ee3p v\u1edbi n\u0103ng l\u1ef1c, \u0111\u1ed3ng th\u1eddi \u0111\u00e1p \u1ee9ng s\u1ef1 kh\u00e1c bi\u1ec7t v\u1ec1 tr\u00ecnh \u0111\u1ed9, t\u1ed1c \u0111\u1ed9 ti\u1ebfp thu v\u00e0 nhu c\u1ea7u h\u1ecdc t\u1eadp c\u1ee7a t\u1eebng ng\u01b0\u1eddi h\u1ecdc. Sau khi l\u1eafng nghe k\u1ebft qu\u1ea3 c\u1ee7a H\u1ed9i \u0111\u1ed3ng, nh\u00f3m c\u1ea3m th\u1ea5y x\u00fac \u0111\u1ed9ng v\u00e0 h\u1ea1nh ph\u00fac v\u00ec c\u00f4ng s\u1ee9c mi\u1ec7t m\u00e0i chu\u1ea9n b\u1ecb su\u1ed1t 4 th\u00e1ng qua \u0111\u00e3 \u0111\u01b0\u1ee3c \u0111\u1ec1n \u0111\u00e1p. V\u1edbi c\u00e1c nh\u00f3m \u0111ang chu\u1ea9n b\u1ecb b\u00e1o c\u00e1o \u0111\u1ed3 \u00e1n v\u00e0o h\u1ecdc k\u1ef3 sau, m\u00ecnh hy v\u1ecdng r\u1eb1ng c\u00e1c b\u1ea1n h\u00e3y \u0111\u1eb7t h\u1ebft ni\u1ec1m tin v\u00e0 s\u1ef1 c\u1ed1 g\u1eafng, chu\u1ea9n b\u1ecb th\u1eadt ch\u1ec9n chu \u0111\u1ec3 kh\u00f4ng ph\u1ea3i h\u1ed1i ti\u1ebfc d\u00f9 k\u1ebft qu\u1ea3 c\u00f3 ra sao.\u201d\u00a0<\/span><\/i><\/p>\n

\"\"<\/p>\n

H\u00ecnh \u1ea3nh: Anh Minh\u00a0<\/em><\/p>\n

\n","protected":false},"excerpt":{"rendered":"

V\u1eeba qua, sinh vi\u00ean Tr\u01b0\u1eddng \u0110\u1ea1i h\u1ecdc FPT \u0111\u00e3 b\u01b0\u1edbc v\u00e0o k\u1ef3 B\u1ea3o v\u1ec7 \u0110\u1ed3 \u00e1n T\u1ed1t nghi\u1ec7p h\u1ecdc k\u1ef3 Fall 2025 v\u1edbi nhi\u1ec1u \u0111\u1ec1 t\u00e0i g\u1eafn li\u1ec1n c\u00e1c b\u00e0i to\u00e1n th\u1ef1c ti\u1ec5n c\u1ee7a x\u00e3 h\u1ed9i v\u00e0 doanh nghi\u1ec7p. N\u1ed5i b\u1eadt l\u00e0 \u0111\u1ed3 \u00e1n “EduSmart – Personalized Learning Path Recommendation” – N\u1ec1n t\u1ea3ng h\u1ecdc t\u1eadp […]\n","protected":false},"author":2,"featured_media":824,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[4,36,17,3,2,1,22,19],"tags":[],"class_list":["post-407","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-chan-dung-giang-vien-nghien-cuu-vien","category-cong-nghe","category-doi-song-sinh-vien","category-du-an-rbl-tieu-bieu","category-hoat-dong-nckh","category-nghien-cuu-rbl","category-tin-tuc-noi-bat","category-trai-nghiem-sinh-vien"],"acf":[],"_links":{"self":[{"href":"https:\/\/daihoc.fpt.edu.vn\/hcm\/wp-json\/wp\/v2\/posts\/407","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/daihoc.fpt.edu.vn\/hcm\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/daihoc.fpt.edu.vn\/hcm\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/daihoc.fpt.edu.vn\/hcm\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/daihoc.fpt.edu.vn\/hcm\/wp-json\/wp\/v2\/comments?post=407"}],"version-history":[{"count":2,"href":"https:\/\/daihoc.fpt.edu.vn\/hcm\/wp-json\/wp\/v2\/posts\/407\/revisions"}],"predecessor-version":[{"id":433,"href":"https:\/\/daihoc.fpt.edu.vn\/hcm\/wp-json\/wp\/v2\/posts\/407\/revisions\/433"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/daihoc.fpt.edu.vn\/hcm\/wp-json\/wp\/v2\/media\/824"}],"wp:attachment":[{"href":"https:\/\/daihoc.fpt.edu.vn\/hcm\/wp-json\/wp\/v2\/media?parent=407"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/daihoc.fpt.edu.vn\/hcm\/wp-json\/wp\/v2\/categories?post=407"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/daihoc.fpt.edu.vn\/hcm\/wp-json\/wp\/v2\/tags?post=407"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}