{"id":3891,"date":"2026-06-21T11:53:16","date_gmt":"2026-06-21T04:53:16","guid":{"rendered":"https:\/\/www.clc.hcmus.edu.vn\/?p=3891"},"modified":"2026-06-21T13:42:09","modified_gmt":"2026-06-21T06:42:09","slug":"ung-dung-ai-giai-ma-kho-tang-han-nom-mo-rong-khai-thac-va-phat-huy-gia-tri-di-san-van-hoa","status":"publish","type":"post","link":"https:\/\/www.clc.hcmus.edu.vn\/?p=3891","title":{"rendered":"\u1ee8ng d\u1ee5ng AI gi\u1ea3i m\u00e3 kho t\u00e0ng H\u00e1n N\u00f4m, m\u1edf r\u1ed9ng khai th\u00e1c v\u00e0 ph\u00e1t huy gi\u00e1 tr\u1ecb di s\u1ea3n v\u0103n h\u00f3a"},"content":{"rendered":"
S\u1edf Khoa h\u1ecdc v\u00e0 C\u00f4ng ngh\u1ec7 TP.HCM v\u1eeba t\u1ed5 ch\u1ee9c H\u1ed9i \u0111\u1ed3ng t\u01b0 v\u1ea5n nghi\u1ec7m thu nhi\u1ec7m v\u1ee5 khoa h\u1ecdc v\u00e0 c\u00f4ng ngh\u1ec7 “Nghi\u00ean c\u1ee9u x\u00e2y d\u1ef1ng h\u1ec7 th\u1ed1ng d\u1ecbch t\u1ef1 \u0111\u1ed9ng H\u00e1n N\u00f4m sang ch\u1eef Qu\u1ed1c ng\u1eef giai \u0111o\u1ea1n 2” do Tr\u01b0\u1eddng \u0110\u1ea1i h\u1ecdc Khoa h\u1ecdc T\u1ef1 nhi\u00ean ch\u1ee7 tr\u00ec th\u1ef1c hi\u1ec7n, PGS.TS. \u0110inh \u0110i\u1ec1n l\u00e0m ch\u1ee7 nhi\u1ec7m.<\/h5>\n

K\u1ebft qu\u1ea3 nghi\u00ean c\u1ee9u \u0111\u00e1nh d\u1ea5u b\u01b0\u1edbc ti\u1ebfn quan tr\u1ecdng trong vi\u1ec7c \u1ee9ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) v\u00e0 c\u00f4ng ngh\u1ec7 ng\u00f4n ng\u1eef nh\u1eb1m b\u1ea3o t\u1ed3n, khai th\u00e1c v\u00e0 ph\u1ed5 bi\u1ebfn kho t\u00e0ng di s\u1ea3n H\u00e1n N\u00f4m c\u1ee7a Vi\u1ec7t Nam trong k\u1ef7 nguy\u00ean s\u1ed1.<\/p>\n

Kho d\u1eef li\u1ec7u H\u00e1n N\u00f4m quy m\u00f4 l\u1edbn: t\u00e0i nguy\u00ean s\u1ed1 h\u00f3a di s\u1ea3n v\u0103n t\u1ef1 c\u1ed5<\/strong><\/p>\n

Theo nh\u00f3m nghi\u00ean c\u1ee9u, trong g\u1ea7n m\u1ed9t thi\u00ean ni\u00ean k\u1ef7, ch\u1eef H\u00e1n v\u00e0 ch\u1eef N\u00f4m l\u00e0 ph\u01b0\u01a1ng ti\u1ec7n ghi ch\u00e9p v\u00e0 l\u01b0u truy\u1ec1n c\u00e1c gi\u00e1 tr\u1ecb l\u1ecbch s\u1eed, v\u0103n h\u00f3a, v\u0103n h\u1ecdc, \u0111\u1ecba l\u00fd, y h\u1ecdc c\u1ed5 truy\u1ec1n v\u00e0 \u0111\u1eddi s\u1ed1ng x\u00e3 h\u1ed9i Vi\u1ec7t Nam. H\u00e0ng tri\u1ec7u trang t\u01b0 li\u1ec7u nh\u01b0 s\u1eafc phong, ch\u00e2u b\u1ea3n, gia ph\u1ea3, \u0111\u1ecba b\u1ea1, v\u0103n bia, th\u01b0 t\u1ecbch c\u1ed5, ho\u00e0nh phi, c\u00e2u \u0111\u1ed1i hay c\u00e1c b\u00e0i thu\u1ed1c d\u00e2n gian v\u1eabn \u0111ang \u0111\u01b0\u1ee3c l\u01b0u gi\u1eef t\u1ea1i c\u00e1c c\u01a1 quan l\u01b0u tr\u1eef, b\u1ea3o t\u00e0ng, di t\u00edch v\u00e0 trong d\u00e2n gian. Tuy nhi\u00ean, theo th\u1ed1ng k\u00ea c\u1ee7a H\u1ed9i B\u1ea3o t\u1ed3n di s\u1ea3n H\u00e1n N\u00f4m, c\u00f3 t\u1edbi h\u01a1n 90% t\u01b0 li\u1ec7u n\u00e0y ch\u01b0a \u0111\u01b0\u1ee3c d\u1ecbch sang ch\u1eef Qu\u1ed1c ng\u1eef, ph\u1ea7n l\u1edbn v\u1eabn t\u1ed3n t\u1ea1i d\u01b0\u1edbi d\u1ea1ng \u1ea3nh ho\u1eb7c b\u1ea3n l\u01b0u tr\u1eef s\u1ed1. M\u1ed9t th\u1ef1c tr\u1ea1ng \u0111\u00e1ng ng\u1ea1i l\u00e0 t\u01b0 li\u1ec7u n\u00e0y ch\u01b0a \u0111\u01b0\u1ee3c khai th\u00e1c r\u1ed9ng r\u00e3i do s\u1ed1 ng\u01b0\u1eddi c\u00f3 kh\u1ea3 n\u0103ng \u0111\u1ecdc hi\u1ec3u H\u00e1n N\u00f4m ng\u00e0y c\u00e0ng \u00edt.
\n\"21KQNCLVntdtphanmemhannomh1.jpg\"<\/p>\n

\u0110\u1ea1i di\u1ec7n nh\u00f3m nghi\u00ean c\u1ee9u tr\u00ecnh b\u00e0y c\u00e1c k\u1ebft qu\u1ea3 th\u1ef1c hi\u1ec7n nhi\u1ec7m v\u1ee5\u00a0<\/em><\/p>\n

Trong khi \u0111\u00f3, c\u00e1c h\u1ec7 th\u1ed1ng AI ph\u1ed5 bi\u1ebfn hi\u1ec7n nay tr\u00ean th\u1ebf gi\u1edbi ch\u1ee7 y\u1ebfu \u0111\u01b0\u1ee3c hu\u1ea5n luy\u1ec7n cho ch\u1eef H\u00e1n hi\u1ec7n \u0111\u1ea1i v\u00e0 ch\u01b0a c\u00f3 kh\u1ea3 n\u0103ng x\u1eed l\u00fd hi\u1ec7u qu\u1ea3 ch\u1eef N\u00f4m -h\u1ec7 th\u1ed1ng v\u0103n t\u1ef1 \u0111\u1eb7c th\u00f9 c\u1ee7a ng\u01b0\u1eddi Vi\u1ec7t. Xu\u1ea5t ph\u00e1t t\u1eeb th\u1ef1c ti\u1ec5n \u0111\u00f3, nh\u00f3m nghi\u00ean c\u1ee9u \u0111\u00e3 tri\u1ec3n khai nhi\u1ec7m v\u1ee5 nh\u1eb1m x\u00e2y d\u1ef1ng h\u1ec7 th\u1ed1ng d\u1ecbch t\u1ef1 \u0111\u1ed9ng H\u00e1n N\u00f4m sang ch\u1eef Qu\u1ed1c ng\u1eef v\u00e0 ng\u01b0\u1ee3c l\u1ea1i, t\u1ea1o n\u1ec1n t\u1ea3ng c\u00f4ng ngh\u1ec7 h\u1ed7 tr\u1ee3 nh\u1eadn d\u1ea1ng, chuy\u1ec3n t\u1ef1 v\u00e0 t\u1eebng b\u01b0\u1edbc khai th\u00e1c c\u00e1c ngu\u1ed3n t\u01b0 li\u1ec7u H\u00e1n N\u00f4m ph\u1ee5c v\u1ee5 nghi\u00ean c\u1ee9u, gi\u00e1o d\u1ee5c v\u00e0 b\u1ea3o t\u1ed3n di s\u1ea3n v\u0103n h\u00f3a.<\/p>\n

Nh\u00f3m \u0111\u00e3 ti\u1ebfn h\u00e0nh c\u00e1c n\u1ed9i dung nh\u01b0: thu th\u1eadp v\u00e0 x\u1eed l\u00fd b\u1ed9 d\u1eef li\u1ec7u hu\u1ea5n luy\u1ec7n kh\u1ed1i nh\u1eadn d\u1ea1ng k\u00fd t\u1ef1 quang h\u1ecdc (OCR) \u1ea3nh ch\u1eef H\u00e1n\/N\u00f4m; g\u00e1n nh\u00e3n d\u1eef li\u1ec7u hu\u1ea5n luy\u1ec7n kh\u1ed1i nh\u1eadn d\u1ea1ng k\u00fd t\u1ef1 quang h\u1ecdc (OCR) \u1ea3nh ch\u1eef H\u00e1n\/N\u00f4m; x\u00e2y d\u1ef1ng ng\u1eef li\u1ec7u song song Qu\u1ed1c ng\u1eef – H\u00e1n N\u00f4m; x\u00e2y d\u1ef1ng c\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef ch\u1eef H\u00e1n\/N\u00f4m, m\u00f4 h\u00ecnh nh\u1eadn d\u1ea1ng k\u00fd t\u1ef1 quang h\u1ecdc (OCR) \u1ea3nh ch\u1eef H\u00e1n\/N\u00f4m cho lo\u1ea1i ch\u1eef kh\u1eafc\/in, m\u00f4 h\u00ecnh chuy\u1ec3n t\u1ef1 2 chi\u1ec1u H\u00e1n N\u00f4m – ch\u1eef Qu\u1ed1c ng\u1eef; x\u00e2y d\u1ef1ng ph\u1ea7n m\u1ec1m d\u1ecbch t\u1ef1 \u0111\u1ed9ng hai chi\u1ec1u gi\u1eefa H\u00e1n N\u00f4m v\u00e0 ch\u1eef Qu\u1ed1c ng\u1eef.<\/p>\n

\"21KQNCLVntdtphanmemhannomh6.jpg\"<\/p>\n

M\u1ed9t s\u1ed1 h\u00ecnh \u1ea3nh minh h\u1ecda c\u00e1c n\u1ed9i dung nghi\u00ean c\u1ee9u c\u1ee7a \u0111\u1ec1 t\u00e0i<\/em><\/p>\n

\"21KQNCLVntdtphanmemhannomh4.jpg\"<\/p>\n

M\u1ed9t trong nh\u1eefng k\u1ebft qu\u1ea3 n\u1ed5i b\u1eadt c\u1ee7a nhi\u1ec7m v\u1ee5 l\u00e0 vi\u1ec7c x\u00e2y d\u1ef1ng th\u00e0nh c\u00f4ng kho d\u1eef li\u1ec7u H\u00e1n N\u00f4m c\u00f3 quy m\u00f4 l\u1edbn nh\u1ea5t t\u1eeb tr\u01b0\u1edbc \u0111\u1ebfn nay t\u1ea1i Vi\u1ec7t Nam. Theo \u0111\u00f3, nh\u00f3m nghi\u00ean c\u1ee9u \u0111\u00e3 x\u00e2y d\u1ef1ng \u0111\u01b0\u1ee3c kho d\u1eef li\u1ec7u g\u1ed3m 200.000 \u1ea3nh trang v\u0103n b\u1ea3n H\u00e1n N\u00f4m c\u00e1c lo\u1ea1i, 200.000 \u1ea3nh \u0111\u00e3 \u0111\u01b0\u1ee3c g\u00e1n nh\u00e3n ph\u1ee5c v\u1ee5 hu\u1ea5n luy\u1ec7n m\u00f4 h\u00ecnh nh\u1eadn d\u1ea1ng k\u00fd t\u1ef1 quang h\u1ecdc (OCR), 750.000 c\u1eb7p c\u00e2u song ng\u1eef H\u00e1n N\u00f4m – Qu\u1ed1c ng\u1eef v\u00e0 h\u01a1n 1 tri\u1ec7u c\u00e2u \u0111\u01a1n ng\u1eef H\u00e1n N\u00f4m, t\u01b0\u01a1ng \u0111\u01b0\u01a1ng kho\u1ea3ng 16 tri\u1ec7u k\u00fd t\u1ef1.<\/p>\n

Ngu\u1ed3n d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c thu th\u1eadp t\u1eeb nhi\u1ec1u l\u0129nh v\u1ef1c kh\u00e1c nhau nh\u01b0 v\u0103n h\u1ecdc, l\u1ecbch s\u1eed, t\u00f4n gi\u00e1o, y h\u1ecdc c\u1ed5 truy\u1ec1n, v\u0103n b\u1ea3n h\u00e0nh ch\u00ednh, v\u0103n bia, th\u01b0 t\u00edn d\u00e2n gian v\u00e0 c\u00e1c lo\u1ea1i h\u00ecnh t\u01b0 li\u1ec7u v\u0103n h\u00f3a truy\u1ec1n th\u1ed1ng. \u0110\u00e2y kh\u00f4ng ch\u1ec9 l\u00e0 n\u1ec1n t\u1ea3ng quan tr\u1ecdng \u0111\u1ec3 hu\u1ea5n luy\u1ec7n c\u00e1c m\u00f4 h\u00ecnh AI m\u00e0 c\u00f2n l\u00e0 ngu\u1ed3n t\u00e0i nguy\u00ean s\u1ed1 h\u00f3a di s\u1ea3n v\u0103n t\u1ef1 c\u1ee7a cha \u00f4ng, c\u00f3 gi\u00e1 tr\u1ecb ph\u1ee5c v\u1ee5 nghi\u00ean c\u1ee9u li\u00ean ng\u00e0nh trong t\u01b0\u01a1ng lai.<\/p>\n

V\u1ec1 c\u00f4ng ngh\u1ec7, \u0111\u1ed1i v\u1edbi b\u00e0i to\u00e1n nh\u1eadn d\u1ea1ng k\u00fd t\u1ef1 quang h\u1ecdc (OCR), nh\u00f3m nghi\u00ean c\u1ee9u x\u00e2y d\u1ef1ng quy tr\u00ecnh x\u1eed l\u00fd chuy\u00ean bi\u1ec7t cho t\u00e0i li\u1ec7u H\u00e1n N\u00f4m c\u1ed5, k\u1ebft h\u1ee3p c\u00e1c c\u00f4ng ngh\u1ec7 x\u1eed l\u00fd \u1ea3nh hi\u1ec7n \u0111\u1ea1i v\u00e0 m\u00f4 h\u00ecnh h\u1ecdc s\u00e2u nh\u1eb1m kh\u1eafc ph\u1ee5c t\u00ecnh tr\u1ea1ng t\u00e0i li\u1ec7u b\u1ecb m\u1edd, nh\u00f2e, h\u01b0 h\u1ea1i ho\u1eb7c c\u00f3 ch\u1ea5t l\u01b0\u1ee3ng kh\u00f4ng \u0111\u1ed3ng \u0111\u1ec1u. H\u1ec7 th\u1ed1ng \u0111\u1ea1t \u0111\u1ed9 ch\u00ednh x\u00e1c nh\u1eadn d\u1ea1ng cao, \u0111\u00e1p \u1ee9ng m\u1ee5c ti\u00eau \u0111\u1ec1 ra v\u00e0 cho ph\u00e9p x\u1eed l\u00fd nhi\u1ec1u lo\u1ea1i t\u00e0i li\u1ec7u kh\u00e1c nhau nh\u01b0 v\u0103n b\u1ea3n kh\u1eafc in, t\u00e0i li\u1ec7u vi\u1ebft tay, v\u0103n bia, s\u1eafc phong hay c\u00e1c hi\u1ec7n v\u1eadt ngo\u00e0i th\u1ef1c \u0111\u1ecba.<\/p>\n

\u0110\u1ed1i v\u1edbi b\u00e0i to\u00e1n chuy\u1ec3n t\u1ef1 gi\u1eefa H\u00e1n N\u00f4m v\u00e0 ch\u1eef Qu\u1ed1c ng\u1eef, nh\u00f3m nghi\u00ean c\u1ee9u \u00e1p d\u1ee5ng m\u00f4 h\u00ecnh lai k\u1ebft h\u1ee3p gi\u1eefa d\u1ecbch m\u00e1y th\u1ed1ng k\u00ea (SMT) v\u00e0 d\u1ecbch m\u00e1y m\u1ea1ng n\u01a1-ron (NMT) d\u1ef1a tr\u00ean ki\u1ebfn tr\u00fac Transformer. C\u00e1ch ti\u1ebfp c\u1eadn n\u00e0y gi\u00fap x\u1eed l\u00fd hi\u1ec7u qu\u1ea3 \u0111\u1eb7c \u0111i\u1ec3m \u0111a ngh\u0129a, \u0111a \u00e2m c\u1ee7a ch\u1eef H\u00e1n N\u00f4m, \u0111\u1ed3ng th\u1eddi gi\u1ea3m thi\u1ec3u hi\u1ec7n t\u01b0\u1ee3ng sai l\u1ec7ch ng\u1eef ngh\u0129a th\u01b0\u1eddng g\u1eb7p \u1edf c\u00e1c h\u1ec7 th\u1ed1ng d\u1ecbch t\u1ef1 \u0111\u1ed9ng.<\/p>\n

H\u00ecnh th\u00e0nh h\u1ec7 sinh th\u00e1i \u201cKim H\u00e1n N\u00f4m\u201d ph\u1ee5c v\u1ee5 c\u1ed9ng \u0111\u1ed3ng<\/strong><\/p>\n

M\u1ed9t trong nh\u1eefng s\u1ea3n ph\u1ea9m ch\u00ednh c\u1ee7a \u0111\u1ec1 t\u00e0i l\u00e0 ph\u1ea7n m\u1ec1m d\u1ecbch t\u1ef1 \u0111\u1ed9ng hai chi\u1ec1u gi\u1eefa ch\u1eef H\u00e1n N\u00f4m v\u00e0 ch\u1eef Qu\u1ed1c ng\u1eef. To\u00e0n b\u1ed9 c\u00e1c c\u00f4ng ngh\u1ec7 nh\u1eadn d\u1ea1ng v\u00e0 chuy\u1ec3n t\u1ef1 \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p v\u00e0o h\u1ec7 sinh th\u00e1i ph\u1ea7n m\u1ec1m mang t\u00ean “Kim H\u00e1n N\u00f4m” ho\u1ea1t \u0111\u1ed9ng tr\u00ean n\u1ec1n t\u1ea3ng web, Android v\u00e0 iOS. H\u1ec7 th\u1ed1ng cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng d\u1ecbch tr\u1ef1c ti\u1ebfp v\u0103n b\u1ea3n H\u00e1n N\u00f4m, nh\u1eadn d\u1ea1ng n\u1ed9i dung t\u1eeb h\u00ecnh \u1ea3nh, chuy\u1ec3n \u0111\u1ed5i hai chi\u1ec1u gi\u1eefa H\u00e1n N\u00f4m v\u00e0 ch\u1eef Qu\u1ed1c ng\u1eef, \u0111\u1ed3ng th\u1eddi h\u1ed7 tr\u1ee3 ph\u00e1t \u00e2m ti\u1ebfng Vi\u1ec7t nh\u1eb1m t\u0103ng kh\u1ea3 n\u0103ng ti\u1ebfp c\u1eadn cho ng\u01b0\u1eddi d\u00f9ng kh\u00f4ng c\u00f3 chuy\u00ean m\u00f4n v\u1ec1 H\u00e1n N\u00f4m.<\/p>\n

\"21KQNCLVntdtphanmemhannomh5.jpg\"<\/p>\n

\u0110\u1eb7c bi\u1ec7t, v\u1edbi \u1ee9ng d\u1ee5ng di \u0111\u1ed9ng “Kim H\u00e1n N\u00f4m” tr\u00ean Android v\u00e0 iOS, ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 ch\u1ee5p \u1ea3nh c\u00e1c v\u0103n b\u1ea3n H\u00e1n N\u00f4m, ho\u00e0nh phi, c\u00e2u \u0111\u1ed1i ho\u1eb7c t\u01b0 li\u1ec7u l\u1ecbch s\u1eed \u0111\u1ec3 h\u1ec7 th\u1ed1ng t\u1ef1 \u0111\u1ed9ng nh\u1eadn d\u1ea1ng v\u00e0 chuy\u1ec3n \u0111\u1ed5i sang ch\u1eef Qu\u1ed1c ng\u1eef, h\u1ed7 tr\u1ee3 tra c\u1ee9u v\u00e0 t\u00ecm hi\u1ec3u n\u1ed9i dung ch\u1ec9 trong v\u00e0i gi\u00e2y.<\/p>\n

\u0110\u1ea1i di\u1ec7n nh\u00f3m nghi\u00ean c\u1ee9u cho bi\u1ebft, ph\u1ea7n m\u1ec1m d\u1ecbch t\u1ef1 \u0111\u1ed9ng hai chi\u1ec1u gi\u1eefa ch\u1eef H\u00e1n N\u00f4m v\u00e0 ch\u1eef Qu\u1ed1c ng\u1eef \u0111\u00e3 \u0111\u01b0\u1ee3c C\u1ee5c B\u1ea3n quy\u1ec1n t\u00e1c gi\u1ea3 c\u1ea5p Gi\u1ea5y ch\u1ee9ng nh\u1eadn \u0111\u0103ng k\u00fd quy\u1ec1n t\u00e1c gi\u1ea3, kh\u1eb3ng \u0111\u1ecbnh t\u00ednh m\u1edbi c\u1ee7a s\u1ea3n ph\u1ea9m nghi\u00ean c\u1ee9u.<\/p>\n

\"21KQNCLVntdtphanmemhannomh3.jpg\"<\/p>\n

H\u1ed9i \u0111\u1ed3ng t\u01b0 v\u1ea5n nghi\u1ec7m thu nhi\u1ec7m v\u1ee5 \u0111\u01b0\u1ee3c S\u1edf Khoa h\u1ecdc v\u00e0 C\u00f4ng ngh\u1ec7 TP.HCM t\u1ed5 ch\u1ee9c ng\u00e0y 26\/5\/2026<\/em><\/p>\n

\"21KQNCLVntdtphanmemhannomh2.jpg\"<\/p>\n

H\u1ed9i \u0111\u1ed3ng nghi\u1ec7m thu \u0111\u00e1nh gi\u00e1 c\u00e1c s\u1ea3n ph\u1ea9m c\u1ee7a nhi\u1ec7m v\u1ee5 \u0111\u01b0\u1ee3c ho\u00e0n th\u00e0nh \u0111\u1ea7y \u0111\u1ee7 v\u1ec1 s\u1ed1 l\u01b0\u1ee3ng, ch\u1ea5t l\u01b0\u1ee3ng v\u00e0 y\u00eau c\u1ea7u khoa h\u1ecdc. C\u00e1c chuy\u00ean gia nh\u1eadn \u0111\u1ecbnh k\u1ebft qu\u1ea3 nghi\u00ean c\u1ee9u c\u00f3 ti\u1ec1m n\u0103ng \u1ee9ng d\u1ee5ng r\u1ed9ng r\u00e3i trong c\u00e1c tr\u01b0\u1eddng \u0111\u1ea1i h\u1ecdc, th\u01b0 vi\u1ec7n, b\u1ea3o t\u00e0ng, trung t\u00e2m l\u01b0u tr\u1eef, c\u01a1 s\u1edf b\u1ea3o t\u1ed3n di t\u00edch v\u00e0 c\u00e1c \u0111\u01a1n v\u1ecb nghi\u00ean c\u1ee9u H\u00e1n N\u00f4m tr\u00ean c\u1ea3 n\u01b0\u1edbc. Xa h\u01a1n, h\u1ec7 th\u1ed1ng c\u00f3 th\u1ec3 h\u1ed7 tr\u1ee3 c\u00f4ng t\u00e1c s\u1ed1 h\u00f3a t\u01b0 li\u1ec7u l\u1ecbch s\u1eed, b\u1ea3o t\u1ed3n di s\u1ea3n v\u0103n h\u00f3a, nghi\u00ean c\u1ee9u ch\u1ee7 quy\u1ec1n bi\u1ec3n \u0111\u1ea3o, khai th\u00e1c tri th\u1ee9c y h\u1ecdc c\u1ed5 truy\u1ec1n, ph\u00e1t tri\u1ec3n du l\u1ecbch v\u0103n h\u00f3a v\u00e0 ph\u1ed5 bi\u1ebfn ki\u1ebfn th\u1ee9c l\u1ecbch s\u1eed \u0111\u1ebfn c\u1ed9ng \u0111\u1ed3ng. K\u1ebft qu\u1ea3 \u0111\u1ec1 t\u00e0i kh\u00f4ng ch\u1ec9 c\u00f3 gi\u00e1 tr\u1ecb th\u1ef1c ti\u1ec5n, m\u00e0 c\u00f2n mang t\u00ednh nh\u00e2n v\u0103n s\u00e2u s\u1eafc, g\u00f3p ph\u1ea7n \u0111\u01b0a kho t\u00e0ng tri th\u1ee9c \u0111\u01b0\u1ee3c l\u01b0u gi\u1eef qua nhi\u1ec1u th\u1ebf k\u1ef7 trong c\u00e1c v\u0103n b\u1ea3n H\u00e1n N\u00f4m \u0111\u1ebfn g\u1ea7n h\u01a1n v\u1edbi c\u00f4ng ch\u00fang hi\u1ec7n \u0111\u1ea1i.<\/p>\n

Ngu\u1ed3n<\/strong>: B\u00e0i vi\u1ebft “\u1ee8ng d\u1ee5ng AI gi\u1ea3i m\u00e3 kho t\u00e0ng H\u00e1n N\u00f4m, m\u1edf r\u1ed9ng khai th\u00e1c v\u00e0 ph\u00e1t huy gi\u00e1 tr\u1ecb di s\u1ea3n v\u0103n h\u00f3a”<\/em>, t\u00e1c gi\u1ea3 Lam V\u00e2n<\/em>, theo Trung T\u00e2m th\u00f4ng tin v\u00e0 th\u1ed1ng k\u00ea KH&CN<\/em>, \u0111\u0103ng ng\u00e0y 02\/06\/2026.<\/p>\n

Truy c\u1eadp t\u1ea1i: https:\/\/cesti.gov.vn\/bai-viet\/CTDS5\/ung-dung-ai-giai-ma-kho-tang-han-nom-mo-rong-khai-thac-va-phat-huy-gia-tri-di-san-van-hoa-df8e1b5d-7adc-4579-ab6b-f20ae65f47a9<\/p>\n","protected":false},"excerpt":{"rendered":"

S\u1edf Khoa h\u1ecdc v\u00e0 C\u00f4ng ngh\u1ec7 TP.HCM v\u1eeba t\u1ed5 ch\u1ee9c H\u1ed9i \u0111\u1ed3ng t\u01b0 v\u1ea5n nghi\u1ec7m thu nhi\u1ec7m v\u1ee5 khoa h\u1ecdc […]<\/p>\n","protected":false},"author":17,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[126,1,12],"tags":[],"_links":{"self":[{"href":"https:\/\/www.clc.hcmus.edu.vn\/index.php?rest_route=\/wp\/v2\/posts\/3891"}],"collection":[{"href":"https:\/\/www.clc.hcmus.edu.vn\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.clc.hcmus.edu.vn\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.clc.hcmus.edu.vn\/index.php?rest_route=\/wp\/v2\/users\/17"}],"replies":[{"embeddable":true,"href":"https:\/\/www.clc.hcmus.edu.vn\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=3891"}],"version-history":[{"count":1,"href":"https:\/\/www.clc.hcmus.edu.vn\/index.php?rest_route=\/wp\/v2\/posts\/3891\/revisions"}],"predecessor-version":[{"id":3892,"href":"https:\/\/www.clc.hcmus.edu.vn\/index.php?rest_route=\/wp\/v2\/posts\/3891\/revisions\/3892"}],"wp:attachment":[{"href":"https:\/\/www.clc.hcmus.edu.vn\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3891"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.clc.hcmus.edu.vn\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3891"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.clc.hcmus.edu.vn\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3891"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}