{"id":4405,"date":"2026-05-06T10:59:42","date_gmt":"2026-05-06T03:59:42","guid":{"rendered":"http:\/\/khcn185.vnua.edu.vn\/?p=4405"},"modified":"2026-05-06T10:59:43","modified_gmt":"2026-05-06T03:59:43","slug":"he-thong-quan-ly-tra-cuu-cay-duoc-lieu-viet-nam-tren-nen-web","status":"publish","type":"post","link":"http:\/\/khcn185.vnua.edu.vn\/?p=4405","title":{"rendered":"H\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd, tra c\u1ee9u c\u00e2y d\u01b0\u1ee3c li\u1ec7u Vi\u1ec7t..."},"content":{"rendered":"\n\n

Trong khu\u00f4n kh\u1ed5 c\u1ee7a \u0111\u1ec1 t\u00e0i c\u1ea5p H\u1ecdc vi\u1ec7n: \u201c\u00a0<\/strong>X\u00e2y d\u1ef1ng ph\u1ea7n m\u1ec1m qu\u1ea3n l\u00fd c\u00e2y d\u01b0\u1ee3c li\u1ec7u Vi\u1ec7t Nam tr\u00ean n\u1ec1n web – MS: T2025-10-39\u201d do ThS. Ho\u00e0ng Th\u1ecb H\u00e0 \u2013 B\u1ed9 m\u00f4n C\u00f4ng ngh\u1ec7 ph\u1ea7n m\u1ec1m l\u00e0m nhi\u1ec7m \u0111\u1ec1 t\u00e0i v\u1edbi s\u1ef1 tham gia c\u1ee7a gi\u1ea3ng vi\u00ean v\u00e0 m\u1ed9t s\u1ed1 sinh vi\u00ean khoa C\u00f4ng ngh\u1ec7 th\u00f4ng tin \u2013 H\u1ecdc vi\u1ec7n N\u00f4ng nghi\u1ec7p Vi\u1ec7t Nam \u0111\u00e3 th\u1ef1c hi\u1ec7n kh\u1ea3o s\u00e1t, ph\u00e2n t\u00edch b\u00e0i to\u00e1n, t\u1eeb \u0111\u00f3 \u0111\u1ec1 xu\u1ea5t v\u00e0 x\u00e2y d\u1ef1ng ph\u1ea7n m\u1ec1m, s\u1ed1 h\u00f3a d\u1eef li\u1ec7u. Ph\u1ea7n m\u1ec1m gi\u00fap ng\u01b0\u1eddi d\u00f9ng d\u1ec5 d\u00e0ng tra c\u1ee9u c\u00e1c th\u00f4ng tin h\u1eefu \u00edch v\u1ec1 c\u00e2y d\u01b0\u1ee3c li\u1ec7u theo nhi\u1ec1u ti\u00eau ch\u00ed nh\u01b0: tra c\u1ee9u theo h\u1ecd, theo t\u00ean th\u00f4ng th\u01b0\u1eddng, t\u00ean khoa h\u1ecdc, h\u1ecd, th\u00e0nh ph\u1ea7n h\u00f3a h\u1ecdc, c\u00f4ng d\u1ee5ng… Ngo\u00e0i ra, h\u1ec7 th\u1ed1ng c\u00f2n cho ph\u00e9p qu\u1ea3n tr\u1ecb vi\u00ean d\u1ec5 d\u00e0ng qu\u1ea3n l\u00fd ng\u01b0\u1eddi d\u00f9ng, qu\u1ea3n l\u00fd th\u00f4ng tin c\u00e1c lo\u00e0i d\u01b0\u1ee3c li\u1ec7u Vi\u1ec7t Nam, qu\u1ea3n l\u00fd c\u00e1c t\u00e0i li\u1ec7u, c\u00e1c b\u00e0i vi\u1ebft li\u00ean quan \u0111\u1ebfn d\u01b0\u1ee3c li\u1ec7u. H\u1ec7 th\u1ed1ng kh\u00f4ng ch\u1ec9 h\u1ed7 tr\u1ee3 l\u01b0u tr\u1eef v\u00e0 tra c\u1ee9u m\u00e0 c\u00f2n cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng \u0111\u00f3ng g\u00f3p d\u1eef li\u1ec7u m\u1edbi, cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng t\u01b0\u01a1ng t\u00e1c v\u1edbi chuy\u00ean gia v\u00e0 \u0111\u1eb7c bi\u1ec7t c\u00f3 kh\u1ea3 n\u0103ng t\u1ef1 \u0111\u1ed9ng tr\u1ea3 l\u1eddi th\u00f4ng minh th\u00f4ng qua c\u00f4ng c\u1ee5 chatbot, t\u1ea1o n\u1ec1n t\u1ea3ng ph\u00e1t tri\u1ec3n c\u00e1c \u1ee9ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong y h\u1ecdc c\u1ed5 truy\u1ec1n Vi\u1ec7t Nam.<\/p>\n

C\u00e1c c\u00f4ng ngh\u1ec7 s\u1eed d\u1ee5ng<\/strong><\/p>\n

Trong qu\u00e1 tr\u00ecnh tri\u1ec3n khai, th\u1ef1c hi\u1ec7n \u0111\u1ec1 t\u00e0i, nh\u00f3m nghi\u00ean c\u1ee9u \u0111\u00e3 l\u1ef1a ch\u1ecdn c\u00e1c c\u00f4ng ngh\u1ec7 nh\u01b0: RESTful API, Java Development Kit 21, MySQL, Spring Boot. V\u1edbi vi\u1ec7c s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng ngh\u1ec7 nh\u01b0 tr\u00ean, gi\u00fap h\u1ec7 th\u1ed1ng \u0111\u1ea1t \u0111\u01b0\u1ee3c hi\u1ec7u su\u1ea5t cao, c\u00f3 kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng, gi\u1ea3m thi\u1ec3u \u0111\u1ed9 tr\u1ec5 m\u1ea1ng, an to\u00e0n cho vi\u1ec7c ph\u00e1t tri\u1ec3n, tri\u1ec3n khai v\u00e0 v\u1eadn h\u00e0nh \u1ee9ng d\u1ee5ng Java trong th\u1eddi gian d\u00e0i. Ngo\u00e0i ra, vi\u1ec7c t\u00edch h\u1ee3p Gemini AI v\u00e0 k\u1ef9 thu\u1eadt RAG h\u1ec7 th\u1ed1ng \u0111\u00e3 x\u1eed l\u00fd \u0111\u01b0\u1ee3c ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean, sinh n\u1ed9i dung, n\u00e2ng cao ch\u1ea5t l\u01b0\u1ee3ng t\u01b0 v\u1ea5n m\u00e0 kh\u00f4ng ph\u1ea3i hu\u1ea5n luy\u1ec7n m\u00f4 h\u00ecnh t\u1eeb \u0111\u1ea7u.<\/p>\n

M\u1ed9t s\u1ed1 giao di\u1ec7n ch\u00ednh c\u1ee7a h\u1ec7 th\u1ed1ng<\/strong><\/p>\n\n\n\n\n
\"\"<\/td>\n<\/tr>\n
\u00a0H\u00ecnh 1. Giao di\u1ec7n trang ch\u1ee7<\/em><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n\n\n\n\n
\"\"<\/td>\n<\/tr>\n
H\u00ecnh 2. Giao di\u1ec7n nh\u00f3m ch\u1ee9c n\u0103ng qu\u1ea3n l\u00fd ng\u01b0\u1eddi d\u00f9ng<\/em>\u00a0<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n\n\n\n\n
\"\"<\/td>\n<\/tr>\n
\u00a0H\u00ecnh 3. Giao di\u1ec7n nh\u00f3m ch\u1ee9c n\u0103ng qu\u1ea3n l\u00fd c\u00e2y d\u01b0\u1ee3c li\u1ec7u<\/em><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n\n\n\n\n
\"\"<\/td>\n<\/tr>\n
H\u00ecnh 4. Giao di\u1ec7n chi ti\u1ebft c\u00e2y d\u01b0\u1ee3c li\u1ec7u<\/em>\u00a0<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n\n\n\n\n
\"\"<\/td>\n<\/tr>\n
H\u00ecnh 5. Giao di\u1ec7n qu\u1ea3n l\u00fd b\u00e0i vi\u1ebft<\/em>\u00a0<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n\n\n\n\n
\"\"<\/td>\n<\/tr>\n
H\u00ecnh 6. Giao di\u1ec7n t\u1ea1o b\u00e0i vi\u1ebft<\/em>\u00a0<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n\n\n\n\n
\"\"<\/td>\n<\/tr>\n
H\u00ecnh 7. Giao di\u1ec7n qu\u1ea3n l\u00fd c\u00e1c t\u00e0i li\u1ec7u<\/em>\u00a0<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n\n\n\n\n
\"\"<\/td>\n<\/tr>\n
\u00a0H\u00ecnh 8. Giao di\u1ec7n danh s\u00e1ch chuy\u00ean gia v\u00e0 t\u01b0 v\u1ea5n d\u01b0\u1ee3c li\u1ec7u<\/em><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n\n\n\n\n
\"\"<\/td>\n<\/tr>\n
H\u00ecnh 9. Giao di\u1ec7n Chatbot<\/em>\u00a0<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u0110\u00e1nh gi\u00e1 h\u1ec7 th\u1ed1ng<\/strong><\/p>\n

H\u1ec7 th\u1ed1ng hi\u1ec7n t\u1ea1i \u0111ang trong qu\u00e1 tr\u00ecnh th\u1eed nghi\u1ec7m. Trong qu\u00e1 tr\u00ecnh th\u1eed nghi\u1ec7m, \u0111\u00e1nh gi\u00e1 h\u1ec7 th\u1ed1ng, ch\u00fang t\u00f4i \u0111\u00e3 cho h\u01a1n 100 ng\u01b0\u1eddi d\u00f9ng tr\u1ea3i nghi\u1ec7m tr\u00ean m\u00f4i tr\u01b0\u1eddng th\u1ef1c t\u1ebf v\u00e0 thu th\u1eadp ph\u1ea3n h\u1ed3i. Nh\u1eefng ph\u1ea3n h\u1ed3i t\u1eeb ng\u01b0\u1eddi d\u00f9ng l\u00e0 c\u01a1 s\u1edf \u0111\u1ec3 ch\u00fang t\u00f4i ti\u1ebfp t\u1ee5c nghi\u00ean c\u1ee9u ho\u00e0n thi\u1ec7n h\u1ec7 th\u1ed1ng. Sau h\u01a1n 2 th\u00e1ng ch\u1ea1y th\u1eed nghi\u1ec7m, k\u1ebft qu\u1ea3 th\u1eed nghi\u1ec7m giai \u0111o\u1ea1n \u0111\u1ea7u cho th\u1ea5y, h\u1ec7 th\u1ed1ng ch\u1ea1y \u1ed5n \u0111\u1ecbnh, ch\u00ednh x\u00e1c v\u00e0 \u0111\u1ea1t \u0111\u01b0\u1ee3c m\u1ee5c ti\u00eau c\u1ee7a \u0111\u1ec1 t\u00e0i v\u00e0 c\u00f3 t\u00ednh \u1ee9ng d\u1ee5ng, m\u1edf r\u1ed9ng cao.<\/strong><\/p>\n

Khoa CNTT<\/strong><\/p>","protected":false},"excerpt":{"rendered":"

Trong khu\u00f4n kh\u1ed5 c\u1ee7a \u0111\u1ec1 t\u00e0i c\u1ea5p H\u1ecdc vi\u1ec7n: \u201c X\u00e2y d\u1ef1ng ph\u1ea7n m\u1ec1m qu\u1ea3n l\u00fd c\u00e2y d\u01b0\u1ee3c li\u1ec7u Vi\u1ec7t Nam tr\u00ean n\u1ec1n web – MS: T2025-10-39\u201d do ThS. Ho\u00e0ng Th\u1ecb H\u00e0 \u2013 B\u1ed9 m\u00f4n C\u00f4ng ngh\u1ec7 ph\u1ea7n m\u1ec1m l\u00e0m nhi\u1ec7m \u0111\u1ec1 t\u00e0i v\u1edbi s\u1ef1 tham gia c\u1ee7a gi\u1ea3ng vi\u00ean v\u00e0 m\u1ed9t s\u1ed1 sinh vi\u00ean khoa C\u00f4ng ngh\u1ec7 th\u00f4ng tin \u2013 H\u1ecdc vi\u1ec7n N\u00f4ng nghi\u1ec7p Vi\u1ec7t Nam \u0111\u00e3 th\u1ef1c hi\u1ec7n kh\u1ea3o s\u00e1t, ph\u00e2n t\u00edch b\u00e0i to\u00e1n, t\u1eeb \u0111\u00f3 \u0111\u1ec1 xu\u1ea5t v\u00e0 x\u00e2y d\u1ef1ng ph\u1ea7n m\u1ec1m, s\u1ed1 h\u00f3a d\u1eef li\u1ec7u. <\/p>\n","protected":false},"author":2,"featured_media":4406,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[197,1],"tags":[],"class_list":["post-4405","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-thong-bao","category-tin-tuc"],"yoast_head":"\nH\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd, tra c\u1ee9u c\u00e2y d\u01b0\u1ee3c li\u1ec7u Vi\u1ec7t Nam tr\u00ean n\u1ec1n web - Ng\u00e0y Khoa h\u1ecdc v\u00e0 C\u00f4ng ngh\u1ec7 Vi\u1ec7t Nam 18\/5<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"http:\/\/khcn185.vnua.edu.vn\/?p=4405\" \/>\n<meta property=\"og:locale\" content=\"vi_VN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"H\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd, tra c\u1ee9u c\u00e2y d\u01b0\u1ee3c li\u1ec7u Vi\u1ec7t Nam tr\u00ean n\u1ec1n web - Ng\u00e0y Khoa h\u1ecdc v\u00e0 C\u00f4ng ngh\u1ec7 Vi\u1ec7t Nam 18\/5\" \/>\n<meta property=\"og:description\" content=\"Trong khu\u00f4n kh\u1ed5 c\u1ee7a \u0111\u1ec1 t\u00e0i c\u1ea5p H\u1ecdc vi\u1ec7n: \u201c X\u00e2y d\u1ef1ng ph\u1ea7n m\u1ec1m qu\u1ea3n l\u00fd c\u00e2y d\u01b0\u1ee3c li\u1ec7u Vi\u1ec7t Nam tr\u00ean n\u1ec1n web - MS: T2025-10-39\u201d do ThS. 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