{"id":39131,"date":"2026-09-14T16:07:51","date_gmt":"2026-09-14T09:07:51","guid":{"rendered":"https:\/\/meeycrm.com\/tin-tuc\/?p=39131"},"modified":"2026-09-14T16:07:51","modified_gmt":"2026-09-14T09:07:51","slug":"big-data-bat-dong-san","status":"publish","type":"post","link":"https:\/\/meeycrm.com\/tin-tuc\/big-data-bat-dong-san","title":{"rendered":"Big Data B\u1ea5t \u0110\u1ed9ng S\u1ea3n L\u00e0 G\u00ec? 5+ \u1ee8ng D\u1ee5ng Thay \u0110\u1ed5i Cu\u1ed9c Ch\u01a1i Th\u1ecb Tr\u01b0\u1eddng"},"content":{"rendered":"

Trong k\u1ef7 nguy\u00ean chuy\u1ec3n \u0111\u1ed5i s\u1ed1, d\u1eef li\u1ec7u l\u1edbn (Big Data) \u0111ang \u0111\u00f3ng vai tr\u00f2 l\u00e0 “ngu\u1ed3n nhi\u00ean li\u1ec7u m\u1edbi” t\u00e1i \u0111\u1ecbnh h\u00ecnh to\u00e0n b\u1ed9 chu\u1ed7i gi\u00e1 tr\u1ecb th\u1ecb tr\u01b0\u1eddng nh\u00e0 \u0111\u1ea5t. Vi\u1ec7c \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 Big Data b\u1ea5t \u0111\u1ed9ng s\u1ea3n kh\u00f4ng ch\u1ec9 h\u1ed7 tr\u1ee3 \u0111\u1ecbnh gi\u00e1 t\u1ef1 \u0111\u1ed9ng, minh b\u1ea1ch h\u00f3a th\u00f4ng tin quy ho\u1ea1ch m\u00e0 c\u00f2n gi\u00fap c\u00e1c ch\u1ee7 \u0111\u1ea7u t\u01b0, nh\u00e0 \u0111\u1ea7u t\u01b0 v\u00e0 nh\u00e0 m\u00f4i gi\u1edbi \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh kinh doanh ch\u00ednh x\u00e1c g\u1ea5p nhi\u1ec1u l\u1ea7n so v\u1edbi c\u00e1c ph\u01b0\u01a1ng ph\u00e1p truy\u1ec1n th\u1ed1ng.<\/span><\/p>\n

1. Kh\u00e1i Ni\u1ec7m Big Data B\u1ea5t \u0110\u1ed9ng S\u1ea3n V\u00e0 M\u00f4 H\u00ecnh 5V<\/b><\/h2>\n

1.1. Big Data trong b\u1ea5t \u0111\u1ed9ng s\u1ea3n l\u00e0 g\u00ec?<\/b><\/h3>\n

Big Data b\u1ea5t \u0111\u1ed9ng s\u1ea3n<\/b> (D\u1eef li\u1ec7u l\u1edbn b\u1ea5t \u0111\u1ed9ng s\u1ea3n) l\u00e0 thu\u1eadt ng\u1eef ch\u1ec9 t\u1eadp h\u1ee3p c\u00e1c kh\u1ed1i d\u1eef li\u1ec7u c\u1ef1c k\u1ef3 kh\u1ed5ng l\u1ed3, ph\u1ee9c t\u1ea1p v\u00e0 li\u00ean t\u1ee5c gia t\u0103ng \u0111\u01b0\u1ee3c thu th\u1eadp t\u1eeb m\u1ecdi kh\u00eda c\u1ea1nh c\u1ee7a th\u1ecb tr\u01b0\u1eddng \u0111\u1ecba \u1ed1c. Ngu\u1ed3n d\u1eef li\u1ec7u n\u00e0y bao g\u1ed3m: l\u1ecbch s\u1eed bi\u1ebfn \u0111\u1ed9ng gi\u00e1, th\u00f4ng tin giao d\u1ecbch c\u00f4ng ch\u1ee9ng, t\u1ecda \u0111\u1ed9 \u0111\u1ecba l\u00fd (GIS), b\u1ea3n \u0111\u1ed3 quy ho\u1ea1ch, h\u00e0nh vi t\u00ecm ki\u1ebfm c\u1ee7a ng\u01b0\u1eddi d\u00f9ng tr\u00ean c\u00e1c c\u1ed5ng th\u00f4ng tin, m\u1eadt \u0111\u1ed9 d\u00e2n s\u1ed1 v\u00e0 c\u00e1c ch\u1ec9 s\u1ed1 kinh t\u1ebf v\u0129 m\u00f4.<\/span><\/p>\n

Tr\u01b0\u1edbc \u0111\u00e2y, th\u1ecb tr\u01b0\u1eddng b\u1ea5t \u0111\u1ed9ng s\u1ea3n th\u01b0\u1eddng v\u1eadn h\u00e0nh d\u1ef1a tr\u00ean c\u1ea3m t\u00ednh, kinh nghi\u1ec7m c\u00e1 nh\u00e2n ho\u1eb7c c\u00e1c th\u00f4ng tin b\u1ea5t c\u00e2n x\u1ee9ng. S\u1ef1 xu\u1ea5t hi\u1ec7n c\u1ee7a <\/span>Big Data trong b\u1ea5t \u0111\u1ed9ng s\u1ea3n<\/b> k\u1ebft h\u1ee3p v\u1edbi tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) v\u00e0 m\u00e1y h\u1ecdc (Machine Learning) \u0111\u00e3 gi\u00fap chuy\u1ec3n h\u00f3a c\u00e1c d\u1eef li\u1ec7u th\u00f4 r\u1eddi r\u1ea1c th\u00e0nh c\u00e1c th\u00f4ng tin c\u00f3 gi\u00e1 tr\u1ecb chi\u1ebfn l\u01b0\u1ee3c, h\u1ed7 tr\u1ee3 ph\u00e2n t\u00edch chuy\u00ean s\u00e2u ch\u1ec9 trong v\u00e0i gi\u00e2y.<\/span><\/p>\n

\"\u1ea2nh
\u1ea2nh 1: kh\u00e1i ni\u1ec7m big data b\u1ea5t \u0111\u1ed9ng s\u1ea3n v\u00e0 m\u00f4 h\u00ecnh 5v<\/figcaption><\/figure>\n

1.2. M\u00f4 h\u00ecnh 5V c\u1ee7a Big Data khi \u00e1p d\u1ee5ng v\u00e0o B\u0110S<\/b><\/h3>\n

\u0110\u1ec3 hi\u1ec3u r\u00f5 b\u1ea3n ch\u1ea5t c\u1ee7a d\u1eef li\u1ec7u l\u1edbn trong l\u0129nh v\u1ef1c n\u00e0y, h\u00e3y x\u00e9t qua m\u00f4 h\u00ecnh 5V \u0111\u1eb7c th\u00f9:<\/span><\/p>\n

    \n
  • Volume (Kh\u1ed1i l\u01b0\u1ee3ng):<\/b> L\u01b0u tr\u1eef h\u00e0ng t\u1ef7 \u0111i\u1ec3m d\u1eef li\u1ec7u t\u1eeb c\u00e1c tin \u0111\u0103ng mua b\u00e1n, l\u1ecbch s\u1eed quy ho\u1ea1ch \u0111\u1ea5t \u0111ai, h\u1ed3 s\u01a1 ph\u00e1p l\u00fd v\u00e0 l\u01b0u l\u01b0\u1ee3ng giao th\u00f4ng theo th\u1eddi gian.<\/span><\/li>\n
  • Velocity (T\u1ed1c \u0111\u1ed9):<\/b> X\u1eed l\u00fd v\u00e0 c\u1eadp nh\u1eadt bi\u1ebfn \u0111\u1ed9ng gi\u00e1 nh\u00e0 \u0111\u1ea5t th\u1ef1c t\u1ebf (Real-time data) ngay khi c\u00f3 giao d\u1ecbch ho\u1eb7c bi\u1ebfn \u0111\u1ed9ng m\u1edbi tr\u00ean th\u1ecb tr\u01b0\u1eddng.<\/span><\/li>\n
  • Variety (\u0110a d\u1ea1ng):<\/b> D\u1eef li\u1ec7u kh\u00f4ng ch\u1ec9 l\u00e0 s\u1ed1 li\u1ec7u t\u00e0i ch\u00ednh m\u00e0 c\u00f2n bao g\u1ed3m h\u00ecnh \u1ea3nh 360 \u0111\u1ed9, b\u1ea3n \u0111\u1ed3 v\u1ec7 tinh, v\u0103n b\u1ea3n h\u1ee3p \u0111\u1ed3ng v\u00e0 chu\u1ed7i d\u1eef li\u1ec7u h\u00e0nh vi ng\u01b0\u1eddi d\u00f9ng.<\/span><\/li>\n
  • Veracity (\u0110\u1ed9 tin c\u1eady):<\/b> Thu\u1eadt to\u00e1n l\u00e0m s\u1ea1ch d\u1eef li\u1ec7u gi\u00fap lo\u1ea1i b\u1ecf tin \u0111\u0103ng \u1ea3o, tin tr\u00f9ng l\u1eb7p v\u00e0 x\u00e1c th\u1ef1c t\u00ednh ph\u00e1p l\u00fd c\u1ee7a b\u1ea5t \u0111\u1ed9ng s\u1ea3n.<\/span><\/li>\n
  • Value (Gi\u00e1 tr\u1ecb):<\/b> Chuy\u1ec3n h\u00f3a s\u1ed1 li\u1ec7u th\u00f4 th\u00e0nh c\u00e1c bi\u1ec3u \u0111\u1ed3 d\u1ef1 b\u00e1o xu h\u01b0\u1edbng, khung gi\u00e1 t\u1ed1i \u01b0u v\u00e0 b\u00e1o c\u00e1o th\u1ea9m \u0111\u1ecbnh r\u1ee7i ro.<\/span><\/li>\n<\/ul>\n

    2. V\u00ec Sao Big Data L\u00e0 “V\u0169 Kh\u00ed Sinh T\u1ed3n” C\u1ee7a Ng\u00e0nh B\u1ea5t \u0110\u1ed9ng S\u1ea3n?<\/b><\/h2>\n

    S\u1ef1 b\u00f9ng n\u1ed5 c\u1ee7a c\u00e1c n\u1ec1n t\u1ea3ng c\u00f4ng ngh\u1ec7 b\u1ea5t \u0111\u1ed9ng s\u1ea3n (Proptech) \u0111\u00e3 bi\u1ebfn d\u1eef li\u1ec7u l\u1edbn th\u00e0nh y\u1ebfu t\u1ed1 quy\u1ebft \u0111\u1ecbnh n\u0103ng l\u1ef1c c\u1ea1nh tranh. T\u00f9y thu\u1ed9c v\u00e0o v\u1ecb th\u1ebf trong th\u1ecb tr\u01b0\u1eddng, <\/span>Big Data b\u1ea5t \u0111\u1ed9ng s\u1ea3n<\/b> mang l\u1ea1i nh\u1eefng gi\u00e1 tr\u1ecb v\u01b0\u1ee3t tr\u1ed9i:<\/span><\/p>\n\n\n\n\n\n\n\n
    \u0110\u1ed1i t\u01b0\u1ee3ng tham gia<\/b><\/td>\nL\u1ee3i \u00edch chi\u1ebfn l\u01b0\u1ee3c t\u1eeb Big Data B\u0110S<\/b><\/td>\n<\/tr>\n
    Nh\u00e0 \u0111\u1ea7u t\u01b0 c\u00e1 nh\u00e2n \/ Qu\u1ef9<\/b><\/td>\nPh\u00e2n t\u00edch r\u1ee7i ro quy ho\u1ea1ch, d\u1ef1 b\u00e1o bi\u00ean \u0111\u1ed9 l\u1ee3i nhu\u1eadn v\u00e0 \u0111i\u1ec3m h\u00f2a v\u1ed1n; x\u00e1c \u0111\u1ecbnh ch\u00ednh x\u00e1c th\u1eddi \u0111i\u1ec3m “b\u1eaft \u0111\u00e1y” ho\u1eb7c “ch\u1ed1t l\u1eddi”.<\/span><\/td>\n<\/tr>\n
    Ch\u1ee7 \u0111\u1ea7u t\u01b0 \/ Doanh nghi\u1ec7p<\/b><\/td>\nX\u00e1c \u0111\u1ecbnh \u0111\u00fang ph\u00e2n kh\u00fac ngu\u1ed3n cung – c\u1ea7u, t\u1ed1i \u01b0u v\u1ecb tr\u00ed ph\u00e1t tri\u1ec3n d\u1ef1 \u00e1n, d\u1ef1 b\u00e1o t\u1ed1c \u0111\u1ed9 h\u1ea5p th\u1ee5 s\u1ea3n ph\u1ea9m v\u00e0 x\u00e2y d\u1ef1ng m\u1ee9c gi\u00e1 b\u00e1n c\u1ea1nh tranh.<\/span><\/td>\n<\/tr>\n
    M\u00f4i gi\u1edbi B\u0110S (Broker)<\/b><\/td>\nNh\u1eadn di\u1ec7n kh\u00e1ch h\u00e0ng ti\u1ec1m n\u0103ng c\u00f3 nhu c\u1ea7u th\u1ef1c, t\u01b0 v\u1ea5n khung gi\u00e1 chu\u1ea9n x\u00e1c theo th\u1ecb tr\u01b0\u1eddng, r\u00fat ng\u1eafn 50% th\u1eddi gian ch\u1ed1t h\u1ee3p \u0111\u1ed3ng.<\/span><\/td>\n<\/tr>\n
    Ng\u01b0\u1eddi mua & Thu\u00ea nh\u00e0<\/b><\/td>\nTr\u00e1nh r\u1ee7i ro “mua h\u1edb”, ki\u1ec3m tra minh b\u1ea1ch th\u00f4ng tin ph\u00e1p l\u00fd, so s\u00e1nh ti\u1ec7n \u00edch xung quanh (tr\u01b0\u1eddng h\u1ecdc, b\u1ec7nh vi\u1ec7n, ch\u1ec9 s\u1ed1 \u00f4 nhi\u1ec5m m\u00f4i tr\u01b0\u1eddng).<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
    \"\u1ea2nh
    \u1ea2nh 2: v\u00ec sao big data l\u00e0 v\u0169 kh\u00ed sinh t\u1ed3n c\u1ee7a ng\u00e0nh b\u1ea5t \u0111\u1ed9ng s\u1ea3n<\/figcaption><\/figure>\n

    3. 5+ \u1ee8ng D\u1ee5ng Th\u1ef1c T\u1ebf C\u1ee7a Big Data Trong L\u0129nh V\u1ef1c B\u1ea5t \u0110\u1ed9ng S\u1ea3n<\/b><\/h2>\n

    3.1. \u0110\u1ecbnh gi\u00e1 b\u1ea5t \u0111\u1ed9ng s\u1ea3n t\u1ef1 \u0111\u1ed9ng (AVM – Automated Valuation Model)<\/b><\/h3>\n

    \u1ee8ng d\u1ee5ng n\u1ed5i b\u1eadt nh\u1ea5t c\u1ee7a <\/span>Big Data b\u1ea5t \u0111\u1ed9ng s\u1ea3n<\/b> ch\u00ednh l\u00e0 c\u00e1c m\u00f4 h\u00ecnh \u0111\u1ecbnh gi\u00e1 t\u1ef1 \u0111\u1ed9ng (AVM). B\u1eb1ng c\u00e1ch t\u1ed5ng h\u1ee3p d\u1eef li\u1ec7u giao d\u1ecbch trong qu\u00e1 kh\u1ee9, v\u1ecb tr\u00ed \u0111\u1ecba l\u00fd, ti\u1ec7n \u00edch xung quanh, h\u01b0\u1edbng nh\u00e0 v\u00e0 t\u00ecnh h\u00ecnh kinh t\u1ebf khu v\u1ef1c, AVM c\u00f3 th\u1ec3 \u0111\u1ecbnh gi\u00e1 m\u1ed9t c\u0103n nh\u00e0 ho\u1eb7c th\u1eeda \u0111\u1ea5t v\u1edbi \u0111\u1ed9 ch\u00ednh x\u00e1c l\u00ean t\u1edbi 90-95%.<\/span><\/p>\n

    \u0110i\u1ec1u n\u00e0y gi\u00fap thay th\u1ebf quy \u0111\u1ecbnh \u0111\u1ecbnh gi\u00e1 th\u1ee7 c\u00f4ng t\u1ed1n h\u00e0ng tu\u1ea7n b\u1eb1ng quy tr\u00ecnh tra c\u1ee9u t\u1ee9c th\u00ec, lo\u1ea1i b\u1ecf t\u1ed1i \u0111a y\u1ebfu t\u1ed1 ch\u1ee7 quan c\u1ee7a con ng\u01b0\u1eddi.<\/span><\/p>\n

    3.2. Ph\u00e2n t\u00edch & D\u1ef1 b\u00e1o xu h\u01b0\u1edbng ph\u00e1t tri\u1ec3n th\u1ecb tr\u01b0\u1eddng<\/b><\/h3>\n

    Nh\u1edd kh\u1ea3 n\u0103ng x\u1eed l\u00fd chu\u1ed7i th\u1eddi gian (Time-series data), Big Data cho ph\u00e9p c\u00e1c chuy\u00ean gia ph\u00e1t hi\u1ec7n ra c\u00e1c “\u0111i\u1ec3m n\u00f3ng” \u0111\u1ea7u t\u01b0 m\u1edbi tr\u01b0\u1edbc khi th\u1ecb tr\u01b0\u1eddng b\u00f9ng n\u1ed5. V\u00ed d\u1ee5: Khi ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u1ec1 c\u00e1c d\u1ef1 \u00e1n h\u1ea1 t\u1ea7ng giao th\u00f4ng s\u1eafp tri\u1ec3n khai (\u0111\u01b0\u1eddng v\u00e0nh \u0111ai, cao t\u1ed1c, tuy\u1ebfn metro) k\u1ebft h\u1ee3p v\u1edbi xu h\u01b0\u1edbng d\u1ecbch chuy\u1ec3n d\u00e2n c\u01b0, h\u1ec7 th\u1ed1ng c\u00f3 th\u1ec3 d\u1ef1 b\u00e1o ch\u00ednh x\u00e1c khu v\u1ef1c n\u00e0o s\u1ebd c\u00f3 l\u00e0n s\u00f3ng t\u0103ng gi\u00e1 B\u0110S trong 12 \u2013 36 th\u00e1ng t\u1edbi.<\/span><\/p>\n

    3.3. T\u1ed1i \u01b0u h\u00f3a Marketing & C\u00e1 nh\u00e2n h\u00f3a tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng<\/b><\/h3>\n

    Thu th\u1eadp d\u1eef li\u1ec7u h\u00e0nh vi t\u00ecm ki\u1ebfm (Search Intent), kho\u1ea3ng gi\u00e1 quan t\u00e2m, v\u1ecb tr\u00ed \u01b0u th\u00edch c\u1ee7a ng\u01b0\u1eddi d\u00f9ng tr\u00ean n\u1ec1n t\u1ea3ng Proptech gi\u00fap c\u00e1c \u0111\u1ed9i ng\u0169 Marketing ph\u00e2n lo\u1ea1i kh\u00e1ch h\u00e0ng ch\u00e2n th\u1ef1c. Thay v\u00ec qu\u1ea3ng c\u00e1o tr\u00e0n lan, h\u1ec7 th\u1ed1ng s\u1ebd \u0111\u1ec1 xu\u1ea5t \u0111\u00fang c\u0103n h\u1ed9 kh\u1edbp v\u1edbi ng\u00e2n s\u00e1ch v\u00e0 l\u1ed1i s\u1ed1ng c\u1ee7a t\u1eebng c\u00e1 nh\u00e2n, n\u00e2ng cao t\u1ef7 l\u1ec7 chuy\u1ec3n \u0111\u1ed5i \u0111\u01a1n h\u00e0ng.<\/span><\/p>\n

    \"\u1ea2nh
    \u1ea2nh 3: \u1ee9ng d\u1ee5ng th\u1ef1c t\u1ebf c\u1ee7a big data trong l\u0129nh v\u1ef1c b\u1ea5t \u0111\u1ed9ng s\u1ea3n<\/figcaption><\/figure>\n

    3.4. Qu\u1ea3n l\u00fd v\u1eadn h\u00e0nh t\u00f2a nh\u00e0 & B\u0110S th\u01b0\u01a1ng m\u1ea1i (Proptech IoT)<\/b><\/h3>\n

    C\u00e1c t\u00f2a nh\u00e0 th\u00f4ng minh hi\u1ec7n \u0111\u1ea1i t\u00edch h\u1ee3p h\u1ec7 th\u1ed1ng c\u1ea3m bi\u1ebfn IoT thu th\u1eadp d\u1eef li\u1ec7u v\u1ec1 l\u01b0u l\u01b0\u1ee3ng di chuy\u1ec3n, \u0111i\u1ec7n n\u0103ng ti\u00eau th\u1ee5, nhi\u1ec7t \u0111\u1ed9 v\u00e0 hi\u1ec7u su\u1ea5t thi\u1ebft b\u1ecb. <\/span>Big Data trong b\u1ea5t \u0111\u1ed9ng s\u1ea3n<\/b> gi\u00fap ban qu\u1ea3n l\u00fd t\u00f2a nh\u00e0 d\u1ef1 b\u00e1o th\u1eddi \u0111i\u1ec3m b\u1ea3o tr\u00ec thi\u1ebft b\u1ecb tr\u01b0\u1edbc khi x\u1ea3y ra s\u1ef1 c\u1ed1, ti\u1ebft ki\u1ec7m 15\u201330% chi ph\u00ed v\u1eadn h\u00e0nh h\u00e0ng n\u0103m.<\/span><\/p>\n

    3.5. Minh b\u1ea1ch h\u00f3a th\u00f4ng tin ph\u00e1p l\u00fd & Ki\u1ec3m so\u00e1t d\u1ef1 \u00e1n<\/b><\/h3>\n

    V\u1ea5n \u0111\u1ec1 r\u1ee7i ro ph\u00e1p l\u00fd hay c\u00e1c d\u1ef1 \u00e1n kh\u00f4ng \u0111\u1ee7 \u0111i\u1ec1u ki\u1ec7n m\u1edf b\u00e1n lu\u00f4n l\u00e0 n\u1ed7i lo l\u1edbn t\u1ea1i c\u00e1c th\u1ecb tr\u01b0\u1eddng \u0111ang ph\u00e1t tri\u1ec3n. Khi d\u1eef li\u1ec7u quy ho\u1ea1ch \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p l\u00ean n\u1ec1n t\u1ea3ng Big Data c\u00f4ng khai, ng\u01b0\u1eddi mua ch\u1ec9 c\u1ea7n nh\u1eadp t\u1ecda \u0111\u1ed9 \u0111\u1ea5t l\u00e0 c\u00f3 th\u1ec3 ki\u1ec3m tra ngay \u0111\u1ea5t c\u00f3 n\u1eb1m trong h\u00e0nh lang gi\u1ea3i t\u1ecfa, \u0111\u1ea5t c\u00e2y xanh hay \u0111\u1ea5t giao th\u00f4ng hay kh\u00f4ng.<\/span><\/p>\n

    4. Ngu\u1ed3n D\u1eef Li\u1ec7u T\u1ea1o N\u00ean Big Data B\u1ea5t \u0110\u1ed9ng S\u1ea3n \u0110\u1ebfn T\u1eeb \u0110\u00e2u?<\/b><\/h2>\n

    \u0110\u1ec3 x\u00e2y d\u1ef1ng m\u1ed9t kho d\u1eef li\u1ec7u l\u1edbn ch\u1ea5t l\u01b0\u1ee3ng, c\u00e1c c\u00f4ng ty c\u00f4ng ngh\u1ec7 B\u0110S thu th\u1eadp th\u00f4ng tin t\u1eeb 4 ngu\u1ed3n ch\u00ednh:<\/span><\/p>\n

      \n
    1. D\u1eef li\u1ec7u tr\u1ef1c tuy\u1ebfn (Online Digital Footprint):<\/b> L\u01b0\u1ee3t xem trang, l\u1ecbch s\u1eed t\u00ecm ki\u1ebfm, th\u1eddi gian d\u1eebng tr\u00ean tin \u0111\u0103ng, nhu c\u1ea7u l\u1ecdc theo khu v\u1ef1c tr\u00ean c\u00e1c website, \u1ee9ng d\u1ee5ng mua b\u00e1n nh\u00e0 \u0111\u1ea5t.<\/span><\/li>\n
    2. D\u1eef li\u1ec7u giao d\u1ecbch c\u00f4ng khai & C\u00f4ng ch\u1ee9ng:<\/b> Gi\u00e1 k\u00ea khai thu\u1ebf, gi\u00e1 giao d\u1ecbch th\u1ef1c t\u1ebf t\u1ea1i c\u00e1c v\u0103n ph\u00f2ng c\u00f4ng ch\u1ee9ng, h\u1ed3 s\u01a1 th\u1ebf ch\u1ea5p ng\u00e2n h\u00e0ng.<\/span><\/li>\n
    3. D\u1eef li\u1ec7u kh\u00f4ng gian \u0111\u1ecba l\u00fd (GIS) & V\u1ec7 tinh:<\/b> T\u1ecda \u0111\u1ed9 \u0111\u1ea5t, kho\u1ea3ng c\u00e1ch t\u1edbi trung t\u00e2m, m\u1eadt \u0111\u1ed9 x\u00e2y d\u1ef1ng, \u0111\u1ed9 cao m\u1eb7t \u0111\u1ea5t v\u00e0 nguy c\u01a1 ng\u1eadp l\u1ee5t.<\/span><\/li>\n
    4. D\u1eef li\u1ec7u kinh t\u1ebf – x\u00e3 h\u1ed9i:<\/b> Th\u1ed1ng k\u00ea d\u00e2n s\u1ed1, thu nh\u1eadp b\u00ecnh qu\u00e2n \u0111\u1ea7u ng\u01b0\u1eddi, k\u1ebf ho\u1ea1ch \u0111\u1ea7u t\u01b0 c\u00f4ng c\u1ee7a nh\u00e0 n\u01b0\u1edbc v\u00e0 l\u00e3i su\u1ea5t vay ng\u00e2n h\u00e0ng.<\/span><\/li>\n<\/ol>\n

      5. Th\u1ef1c Tr\u1ea1ng & Th\u00e1ch Th\u1ee9c Tri\u1ec3n Khai Big Data B\u0110S T\u1ea1i Vi\u1ec7t Nam<\/b><\/h2>\n

      M\u1eb7c d\u00f9 mang l\u1ea1i ti\u1ec1m n\u0103ng kh\u1ed5ng l\u1ed3, vi\u1ec7c \u1ee9ng d\u1ee5ng <\/span>Big Data b\u1ea5t \u0111\u1ed9ng s\u1ea3n<\/b> t\u1ea1i Vi\u1ec7t Nam v\u1eabn \u0111ang g\u1eb7p m\u1ed9t s\u1ed1 r\u00e0o c\u1ea3n l\u1edbn:<\/span><\/p>\n

        \n
      • T\u00ednh ph\u00e2n t\u00e1n c\u1ee7a d\u1eef li\u1ec7u:<\/b> D\u1eef li\u1ec7u nh\u00e0 \u0111\u1ea5t hi\u1ec7n v\u1eabn n\u1eb1m r\u1ea3i r\u00e1c \u1edf nhi\u1ec1u c\u01a1 quan qu\u1ea3n l\u00fd (B\u1ed9 X\u00e2y d\u1ef1ng, B\u1ed9 T\u00e0i nguy\u00ean & M\u00f4i tr\u01b0\u1eddng, V\u0103n ph\u00f2ng \u0111\u0103ng k\u00fd \u0111\u1ea5t \u0111ai) v\u00e0 ch\u01b0a \u0111\u01b0\u1ee3c s\u1ed1 h\u00f3a \u0111\u1ed3ng b\u1ed9 100%.<\/span><\/li>\n
      • V\u1ea5n \u0111\u1ec1 “Gi\u00e1 hai gi\u00e1”:<\/b> Gi\u00e1 ghi tr\u00ean h\u1ee3p \u0111\u1ed3ng c\u00f4ng ch\u1ee9ng th\u01b0\u1eddng th\u1ea5p h\u01a1n gi\u00e1 giao d\u1ecbch th\u1ef1c t\u1ebf \u0111\u1ec3 gi\u1ea3m thu\u1ebf, g\u00e2y kh\u00f3 kh\u0103n cho thu\u1eadt to\u00e1n trong vi\u1ec7c x\u00e1c \u0111\u1ecbnh gi\u00e1 th\u1ecb tr\u01b0\u1eddng chu\u1ea9n.<\/span><\/li>\n
      • Chi ph\u00ed h\u1ea1 t\u1ea7ng v\u00e0 Nh\u00e2n l\u1ef1c:<\/b> Vi\u1ec7c x\u00e2y d\u1ef1ng h\u1ec7 th\u1ed1ng Big Data \u0111\u00f2i h\u1ecfi ngu\u1ed3n v\u1ed1n \u0111\u1ea7u t\u01b0 ban \u0111\u1ea7u r\u1ea5t l\u1edbn cho h\u1ea1 t\u1ea7ng l\u01b0u tr\u1eef \u0111\u00e1m m\u00e2y (Cloud) v\u00e0 chi ph\u00ed cho \u0111\u1ed9i ng\u0169 k\u1ef9 s\u01b0 d\u1eef li\u1ec7u (Data Scientist).<\/span><\/li>\n<\/ul>\n

        6. Xu H\u01b0\u1edbng K\u1ebft H\u1ee3p Big Data, AI V\u00e0 VR\/AR Trong T\u01b0\u01a1ng Lai<\/b><\/h2>\n

        Trong nh\u1eefng n\u0103m t\u1edbi, <\/span>Big Data b\u1ea5t \u0111\u1ed9ng s\u1ea3n<\/b> s\u1ebd kh\u00f4ng \u0111\u1ee9ng m\u1ed9t m\u00ecnh m\u00e0 k\u1ebft h\u1ee3p ch\u1eb7t ch\u1ebd v\u1edbi c\u00e1c c\u00f4ng ngh\u1ec7 ti\u00ean phong kh\u00e1c:<\/span><\/p>\n

          \n
        • Big Data + Generative AI:<\/b> Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o s\u1ebd t\u1ef1 \u0111\u1ed9ng l\u1eadp b\u00e1o c\u00e1o ph\u00e2n t\u00edch \u0111\u1ea7u t\u01b0 s\u00e2u h\u00e0ng ch\u1ee5c trang cho t\u1eebng b\u1ea5t \u0111\u1ed9ng s\u1ea3n c\u1ee5 th\u1ec3 d\u1ef1a tr\u00ean d\u1eef li\u1ec7u \u0111\u1ea7u v\u00e0o.<\/span><\/li>\n
        • T\u00edch h\u1ee3p th\u1ef1c t\u1ebf \u1ea3o (VR\/AR):<\/b> Kh\u00e1ch h\u00e0ng c\u00f3 th\u1ec3 tr\u1ea3i nghi\u1ec7m tour tham quan nh\u00e0 3D k\u1ebft h\u1ee3p xem c\u00e1c th\u00f4ng s\u1ed1 d\u1eef li\u1ec7u quy ho\u1ea1ch, ti\u1ec7n \u00edch hi\u1ec3n th\u1ecb theo th\u1eddi gian th\u1ef1c ngay tr\u00ean k\u00ednh VR.<\/span><\/li>\n<\/ul>\n

          7. C\u00e2u H\u1ecfi Th\u01b0\u1eddng G\u1eb7p (FAQ)<\/b><\/h2>\n

          Doanh nghi\u1ec7p B\u0110S nh\u1ecf v\u00e0 v\u1eeba c\u00f3 th\u1ec3 \u1ee9ng d\u1ee5ng Big Data nh\u01b0 th\u1ebf n\u00e0o?<\/b><\/h3>\n

          Doanh nghi\u1ec7p nh\u1ecf kh\u00f4ng c\u1ea7n t\u1ef1 x\u00e2y d\u1ef1ng kho Big Data ri\u00eang t\u1eeb \u0111\u1ea7u. Thay v\u00e0o \u0111\u00f3, c\u00f3 th\u1ec3 khai th\u00e1c v\u00e0 \u0111\u0103ng k\u00fd s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch d\u1eef li\u1ec7u c\u00f3 s\u1eb5n t\u1eeb c\u00e1c n\u1ec1n t\u1ea3ng Proptech ho\u1eb7c c\u00e1c \u0111\u01a1n v\u1ecb cung c\u1ea5p API d\u1eef li\u1ec7u th\u1ecb tr\u01b0\u1eddng \u0111\u1ec3 t\u1ed1i \u01b0u chi ph\u00ed.<\/span><\/p>\n

          Big Data c\u00f3 thay th\u1ebf ho\u00e0n to\u00e0n vai tr\u00f2 c\u1ee7a m\u00f4i gi\u1edbi B\u0110S truy\u1ec1n th\u1ed1ng kh\u00f4ng?<\/b><\/h3>\n

          Kh\u00f4ng. Big Data v\u00e0 AI ch\u1ec9 \u0111\u00f3ng vai tr\u00f2 l\u00e0 c\u00f4ng c\u1ee5 h\u1ed7 tr\u1ee3 th\u00f4ng tin. B\u1ea5t \u0111\u1ed9ng s\u1ea3n l\u00e0 t\u00e0i s\u1ea3n c\u00f3 gi\u00e1 tr\u1ecb l\u1edbn, giao d\u1ecbch v\u1eabn \u0111\u00f2i h\u1ecfi s\u1ef1 tin t\u01b0\u1edfng, th\u01b0\u01a1ng l\u01b0\u1ee3ng tr\u1ef1c ti\u1ebfp v\u00e0 t\u01b0 v\u1ea5n c\u1ea3m x\u00fac \u2013 nh\u1eefng \u0111i\u1ec1u m\u00e0 c\u00f4ng ngh\u1ec7 ch\u01b0a th\u1ec3 thay th\u1ebf ho\u00e0n to\u00e0n m\u00f4i gi\u1edbi chuy\u00ean nghi\u1ec7p.<\/span><\/p>\n

          \u0110\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a c\u00e1c c\u00f4ng c\u1ee5 \u0111\u1ecbnh gi\u00e1 b\u1eb1ng Big Data \u0111\u1ea1t bao nhi\u00eau %?<\/b><\/h3>\n

          T\u1ea1i c\u00e1c th\u1ecb tr\u01b0\u1eddng minh b\u1ea1ch d\u1eef li\u1ec7u (nh\u01b0 M\u1ef9, Singapore), \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a AVM \u0111\u1ea1t t\u1eeb 95\u201398%. T\u1ea1i Vi\u1ec7t Nam, \u0111\u1ed9 ch\u00ednh x\u00e1c hi\u1ec7n dao \u0111\u1ed9ng t\u1eeb 80\u201390% \u1edf c\u00e1c khu v\u1ef1c \u0111\u00f4 th\u1ecb l\u1edbn (TP.HCM, H\u00e0 N\u1ed9i) v\u00e0 \u0111ang ti\u1ebfp t\u1ee5c c\u1ea3i thi\u1ec7n khi d\u1eef li\u1ec7u s\u1ed1 h\u00f3a ng\u00e0y c\u00e0ng \u0111\u1ea7y \u0111\u1ee7.<\/span><\/p>\n

          8. K\u1ebft Lu\u1eadn<\/b><\/h2>\n

          C\u00f3 th\u1ec3 kh\u1eb3ng \u0111\u1ecbnh, <\/span>Big Data b\u1ea5t \u0111\u1ed9ng s\u1ea3n<\/b> kh\u00f4ng c\u00f2n l\u00e0 m\u1ed9t kh\u00e1i ni\u1ec7m mang t\u00ednh l\u00fd thuy\u1ebft m\u00e0 \u0111\u00e3 tr\u1edf th\u00e0nh c\u00f4ng c\u1ee5 c\u1ed1t l\u00f5i quy\u1ebft \u0111\u1ecbnh s\u1ef1 th\u00e0nh b\u1ea1i c\u1ee7a c\u00e1c c\u00e1 nh\u00e2n v\u00e0 doanh nghi\u1ec7p trong ng\u00e0nh \u0111\u1ecba \u1ed1c. Vi\u1ec7c n\u1eafm b\u1eaft v\u00e0 ch\u1ee7 \u0111\u1ed9ng khai th\u00e1c s\u1ee9c m\u1ea1nh c\u1ee7a d\u1eef li\u1ec7u l\u1edbn s\u1ebd gi\u00fap b\u1ea1n minh b\u1ea1ch h\u00f3a r\u1ee7i ro, t\u1ed1i \u01b0u h\u00f3a l\u1ee3i nhu\u1eadn v\u00e0 d\u1eabn \u0111\u1ea7u xu h\u01b0\u1edbng th\u1ecb tr\u01b0\u1eddng trong k\u1ef7 nguy\u00ean s\u1ed1.<\/span><\/p>\n

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

          Trong k\u1ef7 nguy\u00ean chuy\u1ec3n \u0111\u1ed5i s\u1ed1, d\u1eef li\u1ec7u l\u1edbn (Big Data) \u0111ang \u0111\u00f3ng vai tr\u00f2 l\u00e0 “ngu\u1ed3n nhi\u00ean li\u1ec7u m\u1edbi” t\u00e1i \u0111\u1ecbnh h\u00ecnh to\u00e0n b\u1ed9 chu\u1ed7i gi\u00e1 tr\u1ecb… <\/p>\n","protected":false},"author":1,"featured_media":39168,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-39131","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"_links":{"self":[{"href":"https:\/\/meeycrm.com\/tin-tuc\/wp-json\/wp\/v2\/posts\/39131","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/meeycrm.com\/tin-tuc\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/meeycrm.com\/tin-tuc\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/meeycrm.com\/tin-tuc\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/meeycrm.com\/tin-tuc\/wp-json\/wp\/v2\/comments?post=39131"}],"version-history":[{"count":3,"href":"https:\/\/meeycrm.com\/tin-tuc\/wp-json\/wp\/v2\/posts\/39131\/revisions"}],"predecessor-version":[{"id":39170,"href":"https:\/\/meeycrm.com\/tin-tuc\/wp-json\/wp\/v2\/posts\/39131\/revisions\/39170"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/meeycrm.com\/tin-tuc\/wp-json\/wp\/v2\/media\/39168"}],"wp:attachment":[{"href":"https:\/\/meeycrm.com\/tin-tuc\/wp-json\/wp\/v2\/media?parent=39131"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/meeycrm.com\/tin-tuc\/wp-json\/wp\/v2\/categories?post=39131"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/meeycrm.com\/tin-tuc\/wp-json\/wp\/v2\/tags?post=39131"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}