{"id":3633,"date":"2025-11-27T20:42:17","date_gmt":"2025-11-27T20:42:17","guid":{"rendered":"https:\/\/tiengduc1kem1.edu.vn\/index.php\/2025\/11\/27\/2803-so-dau-duoi-mien-bac-chi-tiet-nhat-thong-ke-cach-doc-ung-dung\/"},"modified":"2025-11-27T20:42:17","modified_gmt":"2025-11-27T20:42:17","slug":"2803-so-dau-duoi-mien-bac-chi-tiet-nhat-thong-ke-cach-doc-ung-dung","status":"publish","type":"post","link":"https:\/\/tiengduc1kem1.edu.vn\/index.php\/2025\/11\/27\/2803-so-dau-duoi-mien-bac-chi-tiet-nhat-thong-ke-cach-doc-ung-dung\/","title":{"rendered":"S\u1edb \u0110\u1ea7u \u0110u\u00f4i Mi\u1ec1n B\u1eafc Chi Ti\u1ebft Nh\u1ea5t \u2014 Th\u1ed1ng K\u00ea, C\u00e1ch \u0110\u1ecdc & \u1ee8ng D\u1ee5ng"},"content":{"rendered":"

S\u1edb \u0111\u1ea7u \u0111u\u00f4i Mi\u1ec1n B\u1eafc<\/a> l\u00e0 c\u00f4ng c\u1ee5 th\u1ed1ng k\u00ea ph\u1ed5 bi\u1ebfn d\u00f9ng \u0111\u1ec3 theo d\u00f5i t\u1ea7n su\u1ea5t xu\u1ea5t hi\u1ec7n c\u1ee7a c\u00e1c \u0111\u1ea7u (ch\u1eef s\u1ed1 \u0111\u1ea7u c\u1ee7a gi\u1ea3i) v\u00e0 \u0111u\u00f4i (ch\u1eef s\u1ed1 cu\u1ed1i) trong k\u1ebft qu\u1ea3 x\u1ed5 s\u1ed1 Mi\u1ec1n B\u1eafc. B\u00e0i vi\u1ebft n\u00e0y tr\u00ecnh b\u00e0y t\u01b0\u1eddng t\u1eadn: s\u1edb \u0111\u1ea7u \u0111u\u00f4i l\u00e0 g\u00ec, c\u00e1ch l\u1eadp v\u00e0 \u0111\u1ecdc b\u1ea3ng s\u1edb, ph\u01b0\u01a1ng ph\u00e1p th\u1ed1ng k\u00ea ch\u00ednh x\u00e1c, \u1ee9ng d\u1ee5ng th\u1ef1c t\u1ebf cho ng\u01b0\u1eddi quan t\u00e2m k\u1ebft qu\u1ea3 X\u1ed5 s\u1ed1 Mi\u1ec1n B\u1eafc<\/a> (XSMB), c\u00f9ng c\u00e1c l\u01b0u \u00fd c\u1ea7n bi\u1ebft khi tham kh\u1ea3o s\u1edb \u0111\u1ec3 soi c\u1ea7u hay th\u1ed1ng k\u00ea l\u00f4 t\u00f4.<\/p>\n

    \n
  1. <\/span>S\u1edb \u0111\u1ea7u \u0111u\u00f4i l\u00e0 g\u00ec?<\/li>\n
  2. <\/span>\u0110\u1ea7u: s\u1ed1 h\u00e0ng ch\u1ee5c (ho\u1eb7c ch\u1eef s\u1ed1 \u0111\u1ee9ng tr\u01b0\u1edbc c\u00f9ng) c\u1ee7a m\u1ed7i k\u1ebft qu\u1ea3; trong th\u1ed1ng k\u00ea l\u00f4 t\u00f4 th\u01b0\u1eddng x\u00e9t c\u00e1c \u0111\u1ea7u 0\u20139.<\/li>\n
  3. <\/span>\u0110u\u00f4i: s\u1ed1 h\u00e0ng \u0111\u01a1n v\u1ecb (ch\u1eef s\u1ed1 cu\u1ed1i c\u00f9ng) c\u1ee7a m\u1ed7i k\u1ebft qu\u1ea3; c\u0169ng thu\u1ed9c d\u1ea3i 0\u20139.<\/li>\n
  4. <\/span>S\u1edb \u0111\u1ea7u \u0111u\u00f4i Mi\u1ec1n B\u1eafc t\u1eadp h\u1ee3p l\u1ecbch s\u1eed c\u00e1c l\u1ea7n xu\u1ea5t hi\u1ec7n \u0111\u1ec3 nh\u00ecn ra quy lu\u1eadt t\u1ea7n su\u1ea5t, l\u00f4 gan (s\u1ed1 l\u00e2u ch\u01b0a ra), l\u00f4 v\u1ec1 nhi\u1ec1u, v\u00e0 \u0111\u1ea7u\/\u0111u\u00f4i \u201chot\u201d theo kho\u1ea3ng th\u1eddi gian.<\/li>\n
  5. <\/span>T\u1ea1i sao c\u1ea7n d\u00f9ng s\u1edb \u0111\u1ea7u \u0111u\u00f4i?<\/li>\n
  6. <\/span>Gi\u00fap t\u1ed5ng h\u1ee3p d\u1eef li\u1ec7u l\u1ecbch s\u1eed m\u1ed9t c\u00e1ch tr\u1ef1c quan.<\/li>\n
  7. <\/span>H\u1ed7 tr\u1ee3 ph\u00e2n t\u00edch t\u1ea7n su\u1ea5t xu\u1ea5t hi\u1ec7n c\u1ee7a c\u00e1c \u0111\u1ea7u v\u00e0 \u0111u\u00f4i.<\/li>\n
  8. <\/span>L\u00e0 n\u1ec1n t\u1ea3ng \u0111\u1ec3 x\u00e2y d\u1ef1ng c\u00e1c th\u1ed1ng k\u00ea chuy\u00ean s\u00e2u: t\u1ea7n su\u1ea5t theo tu\u1ea7n, th\u00e1ng, theo ng\u00e0y trong tu\u1ea7n.<\/li>\n
  9. <\/span>H\u1eefu \u00edch cho ng\u01b0\u1eddi mu\u1ed1n l\u00e0m b\u1ea3ng th\u1ed1ng k\u00ea XSMB, ph\u1ee5c v\u1ee5 vi\u1ec7c soi c\u1ea7u, d\u1ef1 \u0111o\u00e1n hay \u0111\u01a1n gi\u1ea3n l\u00e0 theo d\u00f5i xu h\u01b0\u1edbng l\u00f4 t\u00f4.<\/li>\n
  10. <\/span>C\u00e1ch thu th\u1eadp d\u1eef li\u1ec7u v\u00e0 l\u1eadp b\u1ea3ng s\u1edb<\/li>\n
  11. <\/span>Ngu\u1ed3n d\u1eef li\u1ec7u: k\u1ebft qu\u1ea3 X\u1ed5 s\u1ed1 Mi\u1ec1n B\u1eafc ch\u00ednh th\u1ee9c theo ng\u00e0y (ghi l\u1ea1i \u0111\u1ee7 c\u00e1c gi\u1ea3i \u0111\u1ec3 l\u1ea5y \u0111\u1ea7u\/\u0111u\u00f4i).<\/li>\n
  12. <\/span>Kho\u1ea3ng th\u1eddi gian: t\u00f9y m\u1ee5c ti\u00eau \u2014 th\u1ed1ng k\u00ea 30 ng\u00e0y, 90 ng\u00e0y, 1 n\u0103m l\u00e0 ph\u1ed5 bi\u1ebfn. L\u01b0u \u00fd: c\u00e0ng nhi\u1ec1u d\u1eef li\u1ec7u c\u00e0ng \u0111\u00e1ng tin c\u1eady v\u1ec1 m\u1eb7t th\u1ed1ng k\u00ea, nh\u01b0ng c\u1ea7n c\u1eadp nh\u1eadt th\u01b0\u1eddng xuy\u00ean.<\/li>\n
  13. <\/span>C\u1ed9t c\u01a1 b\u1ea3n trong b\u1ea3ng s\u1edb:<\/li>\n
  14. <\/span>Ng\u00e0y quay<\/li>\n
  15. <\/span>K\u1ebft qu\u1ea3 (t\u1ea5t c\u1ea3 c\u00e1c gi\u1ea3i)<\/li>\n
  16. <\/span>\u0110\u1ea7u xu\u1ea5t hi\u1ec7n (li\u1ec7t k\u00ea s\u1ed1 \u0111\u1ea7u)<\/li>\n
  17. <\/span>\u0110u\u00f4i xu\u1ea5t hi\u1ec7n (li\u1ec7t k\u00ea s\u1ed1 \u0111u\u00f4i)<\/li>\n
  18. <\/span>Ghi ch\u00fa: l\u00f4 gan, l\u00f4 v\u1ec1 nhi\u1ec1u<\/li>\n
  19. <\/span>V\u00ed d\u1ee5 c\u00e1ch ghi: ng\u00e0y 01\/11\/2025 \u2014 gi\u1ea3i \u0111\u1eb7c bi\u1ec7t 12345 \u2192 \u0111\u1ea7u 1, \u0111u\u00f4i 5; ghi v\u00e0o b\u1ea3ng theo c\u00e1c \u0111\u1ea7u\/\u0111u\u00f4i xu\u1ea5t hi\u1ec7n trong ng\u00e0y.<\/li>\n
  20. <\/span>Ph\u00e2n t\u00edch t\u1ea7n su\u1ea5t \u2014 thu\u1eadt to\u00e1n c\u01a1 b\u1ea3n<\/li>\n
  21. <\/span>\u0110\u1ebfm s\u1ed1 l\u1ea7n xu\u1ea5t hi\u1ec7n: v\u1edbi m\u1ed7i \u0111\u1ea7u\/\u0111u\u00f4i 0\u20139, \u0111\u1ebfm t\u1ed5ng l\u1ea7n xu\u1ea5t hi\u1ec7n trong kho\u1ea3ng th\u1eddi gian ch\u1ecdn.<\/li>\n
  22. <\/span>T\u00ednh t\u1ea7n su\u1ea5t (%): (s\u1ed1 l\u1ea7n xu\u1ea5t hi\u1ec7n \/ t\u1ed5ng s\u1ed1 l\u1ea7n c\u00f3 th\u1ec3) \u00d7 100 \u0111\u1ec3 so s\u00e1nh gi\u1eefa c\u00e1c con s\u1ed1.<\/li>\n
  23. <\/span>L\u1ecdc theo v\u1ecb tr\u00ed: ph\u00e2n t\u00edch ri\u00eang t\u1ea7n su\u1ea5t \u1edf gi\u1ea3i \u0111\u1eb7c bi\u1ec7t, gi\u1ea3i nh\u1ea5t, gi\u1ea3i nh\u00ec\u2026 \u0111\u1ec3 th\u1ea5y kh\u00e1c bi\u1ec7t gi\u1eefa c\u00e1c v\u1ecb tr\u00ed.<\/li>\n
  24. <\/span>Trend theo th\u1eddi gian: chia nh\u1ecf theo tu\u1ea7n\/th\u00e1ng \u0111\u1ec3 nh\u00ecn th\u1ea5y bi\u1ebfn \u0111\u1ed9ng (v\u00ed d\u1ee5 \u0111\u1ea7u 7 b\u00f9ng n\u1ed5 trong th\u00e1ng 9 nh\u01b0ng gi\u1ea3m th\u00e1ng 10).<\/li>\n
  25. <\/span>Nh\u1eadn d\u1ea1ng l\u00f4 gan v\u00e0 l\u00f4 v\u1ec1 nhi\u1ec1u<\/li>\n
  26. <\/span>L\u00f4 gan: con s\u1ed1 (\u0111\u1ea7u ho\u1eb7c \u0111u\u00f4i) ch\u01b0a xu\u1ea5t hi\u1ec7n trong m\u1ed9t kho\u1ea3ng th\u1eddi gian d\u00e0i. C\u00e1ch x\u00e1c \u0111\u1ecbnh: theo d\u00f5i ng\u00e0y ra g\u1ea7n nh\u1ea5t; n\u1ebfu v\u01b0\u1ee3t ng\u01b0\u1ee1ng (v\u00ed d\u1ee5 > 30 ng\u00e0y) th\u00ec g\u1ecdi l\u00e0 l\u00f4 gan.<\/li>\n
  27. <\/span>L\u00f4 v\u1ec1 nhi\u1ec1u: s\u1ed1 xu\u1ea5t hi\u1ec7n v\u1edbi t\u1ea7n su\u1ea5t cao h\u01a1n trung b\u00ecnh trong kho\u1ea3ng th\u1eddi gian ph\u00e2n t\u00edch.<\/li>\n
  28. <\/span>\u1ee8ng d\u1ee5ng: nhi\u1ec1u ng\u01b0\u1eddi d\u00f9ng l\u00f4 gan + l\u00f4 v\u1ec1 nhi\u1ec1u \u0111\u1ec3 \u0111i\u1ec1u ch\u1ec9nh chi\u1ebfn l\u01b0\u1ee3c soi c\u1ea7u, nh\u01b0ng kh\u00f4ng c\u00f3 g\u00ec \u0111\u1ea3m b\u1ea3o t\u00ednh ch\u1eafc ch\u1eafn.<\/li>\n
  29. <\/span>C\u00e1c ph\u01b0\u01a1ng ph\u00e1p soi c\u1ea7u li\u00ean quan \u0111\u1ebfn s\u1edb \u0111\u1ea7u \u0111u\u00f4i<\/li>\n
  30. <\/span>K\u1ebft h\u1ee3p s\u1edb v\u1edbi th\u1ed1ng k\u00ea gi\u1ea3i \u0111\u1eb7c bi\u1ec7t: th\u01b0\u1eddng xem \u0111u\u00f4i gi\u1ea3i \u0111\u1eb7c bi\u1ec7t v\u00e0 gh\u00e9p v\u1edbi \u0111\u1ea7u hay c\u00e1c b\u1ed9 s\u1ed1 hay v\u1ec1 g\u1ea7n \u0111\u00f3.<\/li>\n
  31. <\/span>S\u1eed d\u1ee5ng b\u1ea3ng t\u1ea7n su\u1ea5t: ch\u1ecdn nh\u1eefng \u0111\u1ea7u\/\u0111u\u00f4i c\u00f3 t\u1ea7n su\u1ea5t cao ho\u1eb7c v\u1eeba v\u1ec1 l\u1ea1i (c\u00e2n nh\u1eafc c\u1ea3 l\u00f4 gan).<\/li>\n
  32. <\/span>Soi c\u1ea7u ch\u00e9o: l\u1ea5y d\u1eef li\u1ec7u t\u1eeb nhi\u1ec1u ngu\u1ed3n (v\u00ed d\u1ee5 Mi\u1ec1n B\u1eafc + Mi\u1ec1n Trung c\u00f9ng ng\u00e0y) \u0111\u1ec3 ki\u1ec3m tra t\u00ednh t\u01b0\u01a1ng quan (n\u1ebfu c\u00f3).<\/li>\n
  33. <\/span>G\u1ee3i \u00fd chi\u1ebfn l\u01b0\u1ee3c \u0111\u01a1n gi\u1ea3n: \u01b0u ti\u00ean 1\u20132 con d\u1ef1a tr\u00ean t\u1ea7n su\u1ea5t v\u00e0 l\u00f4 gan, kh\u00f4ng d\u00e0n qu\u00e1 nhi\u1ec1u \u0111\u1ec3 gi\u1ea3m r\u1ee7i ro l\u00e3ng ph\u00ed.<\/li>\n
  34. <\/span>V\u00ed d\u1ee5 th\u1ef1c t\u1ebf (m\u00f4 ph\u1ecfng c\u00e1ch d\u00f9ng s\u1edb)<\/li>\n
  35. <\/span>B\u01b0\u1edbc 1: ch\u1ecdn kho\u1ea3ng th\u1eddi gian 90 ng\u00e0y, l\u1eadp b\u1ea3ng \u0111\u1ebfm \u0111\u1ea7u\/\u0111u\u00f4i.<\/li>\n
  36. <\/span>B\u01b0\u1edbc 2: ph\u00e1t hi\u1ec7n \u0111\u1ea7u 3, \u0111u\u00f4i 7 c\u00f3 t\u1ea7n su\u1ea5t cao; \u0111u\u00f4i 2 l\u00e0 l\u00f4 gan (ch\u01b0a v\u1ec1 35 ng\u00e0y).<\/li>\n
  37. <\/span>B\u01b0\u1edbc 3: k\u1ebft h\u1ee3p ch\u1ecdn c\u1eb7p 37, 32 l\u00e0m th\u1eed nghi\u1ec7m nh\u1ecf (v\u00ed d\u1ee5 \u0111\u00e1nh 2 v\u00e9) v\u00e0 theo d\u00f5i k\u1ebft qu\u1ea3 trong 7\u201310 ng\u00e0y \u0111\u1ec3 \u0111i\u1ec1u ch\u1ec9nh.<\/li>\n
  38. <\/span> L\u01b0u \u00fd: \u0111\u00e2y l\u00e0 v\u00ed d\u1ee5 minh h\u1ecda quy tr\u00ecnh t\u01b0 duy ch\u1ee9 kh\u00f4ng ph\u1ea3i khuy\u1ebfn ngh\u1ecb ch\u1eafc th\u1eafng.<\/li>\n
  39. <\/span>L\u01b0u \u00fd khi s\u1eed d\u1ee5ng s\u1edb \u0111\u1ea7u \u0111u\u00f4i<\/li>\n
  40. <\/span>Kh\u00f4ng c\u00f3 g\u00ec l\u00e0 ch\u1eafc ch\u1eafn: x\u1ed5 s\u1ed1 l\u00e0 tr\u00f2 ng\u1eabu nhi\u00ean c\u00f3 y\u1ebfu t\u1ed1 x\u00e1c su\u1ea5t; s\u1edb ch\u1ec9 cung c\u1ea5p b\u1ed1i c\u1ea3nh th\u1ed1ng k\u00ea, kh\u00f4ng \u0111\u1ea3m b\u1ea3o k\u1ebft qu\u1ea3.<\/li>\n
  41. <\/span>Tr\u00e1nh overfitting d\u1eef li\u1ec7u: soi c\u1ea7u d\u1ef1a qu\u00e1 nhi\u1ec1u v\u00e0o m\u1eabu nh\u1ecf c\u00f3 th\u1ec3 d\u1eabn t\u1edbi sai s\u00f3t khi quy lu\u1eadt thay \u0111\u1ed5i.<\/li>\n
  42. <\/span>C\u1eadp nh\u1eadt li\u00ean t\u1ee5c: ph\u1ea3i c\u1eadp nh\u1eadt s\u1edb m\u1ed7i ng\u00e0y \u0111\u1ec3 gi\u1eef t\u00ednh ch\u00ednh x\u00e1c c\u1ee7a th\u1ed1ng k\u00ea.<\/li>\n
  43. <\/span>Ghi ch\u00fa ngu\u1ed3n d\u1eef li\u1ec7u r\u00f5 r\u00e0ng cho b\u1ea3ng s\u1edb (ng\u00e0y b\u1eaft \u0111\u1ea7u, ng\u00e0y k\u1ebft th\u00fac).<\/li>\n
  44. <\/span>K\u1ebft h\u1ee3p nhi\u1ec1u ph\u01b0\u01a1ng ph\u00e1p: s\u1edb \u0111\u1ea7u \u0111u\u00f4i n\u00ean d\u00f9ng c\u00f9ng th\u1ed1ng k\u00ea l\u00f4, t\u1ea7n su\u1ea5t, b\u1ea3ng chu k\u1ef3, ch\u1ee9 kh\u00f4ng d\u00f9ng \u0111\u01a1n l\u1ebb.<\/li>\n
  45. <\/span>C\u00e1c m\u1eb9o t\u1ed1i \u01b0u khi x\u00e2y b\u1ea3ng s\u1edb cho web<\/li>\n
  46. <\/span>Tr\u1ef1c quan h\u00f3a: bi\u1ec3u \u0111\u1ed3 t\u1ea7n su\u1ea5t \u0111\u1ea7u\/\u0111u\u00f4i gi\u00fap \u0111\u1ed9c gi\u1ea3 hi\u1ec3u nhanh (bar chart cho 10 s\u1ed1).<\/li>\n
  47. <\/span>L\u1ecdc t\u01b0\u01a1ng t\u00e1c: cho ph\u00e9p xem theo tu\u1ea7n\/th\u00e1ng\/1 n\u0103m \u0111\u1ec3 ng\u01b0\u1eddi d\u00f9ng t\u00f9y ch\u1ec9nh.<\/li>\n
  48. <\/span>T\u1ef1 \u0111\u1ed9ng c\u1eadp nh\u1eadt: n\u1ebfu c\u00f3 kh\u1ea3 n\u0103ng, t\u00edch h\u1ee3p script l\u1ea5y k\u1ebft qu\u1ea3 h\u00e0ng ng\u00e0y \u0111\u1ec3 update b\u1ea3ng s\u1edb t\u1ef1 \u0111\u1ed9ng.<\/li>\n
  49. <\/span>Ghi ch\u00fa gi\u1ea3i th\u00edch: cung c\u1ea5p ph\u1ea7n \u201cH\u01b0\u1edbng d\u1eabn \u0111\u1ecdc b\u1ea3ng\u201d \u0111\u1ec3 ng\u01b0\u1eddi m\u1edbi d\u1ec5 ti\u1ebfp c\u1eadn.<\/li>\n
  50. <\/span>\u0110\u1eb7t c\u1ea3nh b\u00e1o \u0111\u1ea1o \u0111\u1ee9c: khuy\u1ebfn c\u00e1o ng\u01b0\u1eddi \u0111\u1ecdc ch\u01a1i c\u00f3 tr\u00e1ch nhi\u1ec7m v\u00e0 hi\u1ec3u r\u1ee7i ro.<\/li>\n
  51. <\/span>Nh\u1eefng sai l\u1ea7m ph\u1ed5 bi\u1ebfn c\u1ea7n tr\u00e1nh<\/li>\n
  52. <\/span>Tin t\u01b0\u1edfng tuy\u1ec7t \u0111\u1ed1i v\u00e0o \u201cc\u00f4ng th\u1ee9c th\u1ea7n th\u00e1nh\u201d: m\u1ecdi c\u00f4ng th\u1ee9c \u0111\u1ec1u c\u00f3 gi\u1edbi h\u1ea1n.<\/li>\n
  53. <\/span>Kh\u00f4ng ki\u1ec3m tra l\u1ea1i d\u1eef li\u1ec7u: nh\u1eadp sai k\u1ebft qu\u1ea3 s\u1ebd d\u1eabn \u0111\u1ebfn th\u1ed1ng k\u00ea sai to\u00e0n di\u1ec7n.<\/li>\n
  54. <\/span>Kh\u00f4ng xem x\u00e9t \u0111\u1ed9 l\u1edbn m\u1eabu: th\u1ed1ng k\u00ea d\u1ef1a tr\u00ean v\u00e0i ng\u00e0y d\u1ec5 g\u00e2y nhi\u1ec5u; n\u00ean d\u00f9ng d\u1eef li\u1ec7u t\u1ed1i thi\u1ec3u v\u00e0i ch\u1ee5c \u0111\u1ebfn v\u00e0i tr\u0103m ng\u00e0y t\u00f9y m\u1ee5c ti\u00eau.<\/li>\n
  55. <\/span>K\u1ebft lu\u1eadn \u2014 S\u1eed d\u1ee5ng s\u1edb \u0111\u1ea7u \u0111u\u00f4i nh\u01b0 c\u00f4ng c\u1ee5 h\u1ed7 tr\u1ee3<\/li>\n
  56. <\/span> S\u1edb \u0111\u1ea7u \u0111u\u00f4i Mi\u1ec1n B\u1eafc l\u00e0 c\u00f4ng c\u1ee5 th\u1ed1ng k\u00ea h\u1eefu \u00edch cho ng\u01b0\u1eddi quan t\u00e2m XSMB<\/a>. Khi \u0111\u01b0\u1ee3c l\u1eadp v\u00e0 ph\u00e2n t\u00edch \u0111\u00fang ph\u01b0\u01a1ng ph\u00e1p, s\u1edb gi\u00fap \u01b0u h\u00f3a vi\u1ec7c theo d\u00f5i t\u1ea7n su\u1ea5t, nh\u1eadn di\u1ec7n l\u00f4 gan, v\u00e0 h\u1ed7 tr\u1ee3 soi c\u1ea7u m\u1ed9t c\u00e1ch c\u00f3 h\u1ec7 th\u1ed1ng. Tuy nhi\u00ean, lu\u00f4n c\u1ea7n tinh th\u1ea7n th\u1eadn tr\u1ecdng: x\u00e9t c\u1ea3 quy lu\u1eadt ng\u1eabu nhi\u00ean, c\u1eadp nh\u1eadt d\u1eef li\u1ec7u th\u01b0\u1eddng xuy\u00ean v\u00e0 k\u1ebft h\u1ee3p nhi\u1ec1u ngu\u1ed3n ph\u00e2n t\u00edch \u0111\u1ec3 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh h\u1ee3p l\u00fd.<\/li>\n<\/ol>\n

    <\/p>\n","protected":false},"excerpt":{"rendered":"

    S\u1edb \u0111\u1ea7u \u0111u\u00f4i Mi\u1ec1n B\u1eafc l\u00e0 c\u00f4ng c\u1ee5 th\u1ed1ng k\u00ea ph\u1ed5 bi\u1ebfn d\u00f9ng \u0111\u1ec3 theo d\u00f5i t\u1ea7n su\u1ea5t xu\u1ea5t hi\u1ec7n c\u1ee7a c\u00e1c \u0111\u1ea7u (ch\u1eef s\u1ed1 \u0111\u1ea7u c\u1ee7a gi\u1ea3i) v\u00e0 \u0111u\u00f4i (ch\u1eef s\u1ed1 cu\u1ed1i) trong k\u1ebft qu\u1ea3 x\u1ed5 s\u1ed1 Mi\u1ec1n B\u1eafc. B\u00e0i vi\u1ebft n\u00e0y tr\u00ecnh b\u00e0y t\u01b0\u1eddng t\u1eadn: s\u1edb \u0111\u1ea7u \u0111u\u00f4i l\u00e0 g\u00ec, c\u00e1ch l\u1eadp v\u00e0 […]\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-3633","post","type-post","status-publish","format-standard","hentry","category-khong-phan-loai"],"_links":{"self":[{"href":"https:\/\/tiengduc1kem1.edu.vn\/index.php\/wp-json\/wp\/v2\/posts\/3633","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/tiengduc1kem1.edu.vn\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/tiengduc1kem1.edu.vn\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/tiengduc1kem1.edu.vn\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/tiengduc1kem1.edu.vn\/index.php\/wp-json\/wp\/v2\/comments?post=3633"}],"version-history":[{"count":0,"href":"https:\/\/tiengduc1kem1.edu.vn\/index.php\/wp-json\/wp\/v2\/posts\/3633\/revisions"}],"wp:attachment":[{"href":"https:\/\/tiengduc1kem1.edu.vn\/index.php\/wp-json\/wp\/v2\/media?parent=3633"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/tiengduc1kem1.edu.vn\/index.php\/wp-json\/wp\/v2\/categories?post=3633"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/tiengduc1kem1.edu.vn\/index.php\/wp-json\/wp\/v2\/tags?post=3633"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}