{"id":1881,"date":"2026-05-23T05:20:35","date_gmt":"2026-05-22T22:20:35","guid":{"rendered":"https:\/\/lai.farm\/?p=1881"},"modified":"2026-05-25T10:42:04","modified_gmt":"2026-05-25T03:42:04","slug":"ung-dung-big-data-ca-nhan-hoa-trai-nghiem-du-lich-2024","status":"publish","type":"post","link":"https:\/\/lai.farm\/en\/ung-dung-big-data-ca-nhan-hoa-trai-nghiem-du-lich-2024\/","title":{"rendered":"\u1ee8ng d\u1ee5ng Big Data c\u00e1 nh\u00e2n h\u00f3a tr\u1ea3i nghi\u1ec7m du l\u1ecbch 2024"},"content":{"rendered":"

C\u00e1ch Big Data thay \u0111\u1ed5i ho\u00e0n to\u00e0n ng\u00e0nh du l\u1ecbch hi\u1ec7n \u0111\u1ea1i<\/h2>\n

Trong k\u1ef7 nguy\u00ean s\u1ed1, du l\u1ecbch kh\u00f4ng c\u00f2n \u0111\u01a1n thu\u1ea7n l\u00e0 vi\u1ec7c \u0111\u1eb7t v\u00e9 m\u00e1y bay hay ph\u00f2ng kh\u00e1ch s\u1ea1n theo c\u00e1ch truy\u1ec1n th\u1ed1ng. Thay v\u00e0o \u0111\u00f3, ng\u00e0nh c\u00f4ng nghi\u1ec7p kh\u00f4ng kh\u00f3i \u0111ang ch\u1ee9ng ki\u1ebfn cu\u1ed9c c\u00e1ch m\u1ea1ng nh\u1edd v\u00e0o d\u1eef li\u1ec7u l\u1edbn. Vi\u1ec7c \u00e1p d\u1ee5ng Big Data gi\u00fap c\u00e1c doanh nghi\u1ec7p hi\u1ec3u r\u00f5 h\u00e0nh vi kh\u00e1ch h\u00e0ng, t\u1eeb \u0111\u00f3 t\u1ea1o ra nh\u1eefng l\u1ed9 tr\u00ecnh \u0111\u1ed9c b\u1ea3n. \u0110\u1ec3 hi\u1ec3u s\u00e2u h\u01a1n v\u1ec1 c\u00e1ch c\u00f4ng ngh\u1ec7 n\u00e0y \u0111ang \u0111\u1ecbnh h\u00ecnh l\u1ea1i th\u1ecb tr\u01b0\u1eddng n\u1ed9i \u0111\u1ecba, b\u1ea1n c\u00f3 th\u1ec3 tham kh\u1ea3o th\u00eam t\u1ea1i b\u00e0i vi\u1ebft N\u1ec1n t\u1ea3ng d\u1eef li\u1ec7u l\u1edbn: T\u1ed1i \u01b0u h\u00f3a h\u00e0nh tr\u00ecnh du kh\u00e1ch Vi\u1ec7t<\/a>.<\/p>\n

S\u1ef1 b\u00f9ng n\u1ed5 c\u1ee7a d\u1eef li\u1ec7u l\u1edbn cho ph\u00e9p c\u00e1c \u0111\u01a1n v\u1ecb l\u1eef h\u00e0nh kh\u00f4ng c\u00f2n ph\u1ea3i “\u0111o\u00e1n m\u00f2” nhu c\u1ea7u kh\u00e1ch h\u00e0ng. Thay v\u00ec g\u1eedi \u0111i h\u00e0ng lo\u1ea1t email qu\u1ea3ng c\u00e1o chung chung, c\u00e1c h\u1ec7 th\u1ed1ng th\u00f4ng minh hi\u1ec7n nay c\u00f3 th\u1ec3 d\u1ef1 \u0111o\u00e1n ch\u00ednh x\u00e1c \u0111i\u1ec3m \u0111\u1ebfn, ng\u00e2n s\u00e1ch v\u00e0 s\u1edf th\u00edch \u1ea9m th\u1ef1c c\u1ee7a t\u1eebng c\u00e1 nh\u00e2n. Th\u00f4ng qua vi\u1ec7c ph\u00e2n t\u00edch h\u00e0nh tr\u00ecnh s\u1ed1, tr\u1ea3i nghi\u1ec7m du l\u1ecbch tr\u1edf n\u00ean m\u01b0\u1ee3t m\u00e0 v\u00e0 c\u00e1 nh\u00e2n h\u00f3a h\u01a1n bao gi\u1edd h\u1ebft, t\u1ea1o ra s\u1ee3i d\u00e2y k\u1ebft n\u1ed1i b\u1ec1n ch\u1eb7t gi\u1eefa th\u01b0\u01a1ng hi\u1ec7u v\u00e0 du kh\u00e1ch.<\/p>\n

Big Data gi\u00fap c\u00e1 nh\u00e2n h\u00f3a tr\u1ea3i nghi\u1ec7m du l\u1ecbch nh\u01b0 th\u1ebf n\u00e0o?<\/h2>\n

C\u00e1 nh\u00e2n h\u00f3a l\u00e0 “ch\u00eca kh\u00f3a v\u00e0ng” \u0111\u1ec3 gi\u1eef ch\u00e2n kh\u00e1ch h\u00e0ng trong m\u00f4i tr\u01b0\u1eddng c\u1ea1nh tranh kh\u1ed1c li\u1ec7t. Khi m\u1ed9t du kh\u00e1ch t\u00ecm ki\u1ebfm th\u00f4ng tin v\u1ec1 m\u1ed9t \u0111i\u1ec3m \u0111\u1ebfn, Big Data s\u1ebd ngay l\u1eadp t\u1ee9c thu th\u1eadp v\u00e0 x\u1eed l\u00fd c\u00e1c d\u1eef li\u1ec7u n\u00e0y \u0111\u1ec3 \u0111\u01b0a ra nh\u1eefng g\u1ee3i \u00fd ph\u00f9 h\u1ee3p nh\u1ea5t. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 nh\u1eefng c\u00e1ch th\u1ee9c m\u00e0 d\u1eef li\u1ec7u l\u1edbn \u0111ang thay \u0111\u1ed5i cu\u1ed9c ch\u01a1i:<\/p>\n

1. G\u1ee3i \u00fd h\u00e0nh tr\u00ecnh th\u00f4ng minh d\u1ef1a tr\u00ean s\u1edf th\u00edch<\/h3>\n

C\u00e1c thu\u1eadt to\u00e1n h\u1ecdc m\u00e1y (Machine Learning) ph\u00e2n t\u00edch l\u1ecbch s\u1eed t\u00ecm ki\u1ebfm, c\u00e1c b\u00e0i \u0111\u0103ng tr\u00ean m\u1ea1ng x\u00e3 h\u1ed9i v\u00e0 th\u00f3i quen chi ti\u00eau \u0111\u1ec3 x\u00e2y d\u1ef1ng m\u1ed9t l\u1ecbch tr\u00ecnh “\u0111o ni \u0111\u00f3ng gi\u00e0y”. N\u1ebfu b\u1ea1n l\u00e0 ng\u01b0\u1eddi y\u00eau th\u00edch v\u0103n h\u00f3a \u0111\u1ecba ph\u01b0\u01a1ng, h\u1ec7 th\u1ed1ng s\u1ebd \u01b0u ti\u00ean \u0111\u1ec1 xu\u1ea5t c\u00e1c tour tham quan l\u00e0ng ngh\u1ec1 ho\u1eb7c c\u00e1c qu\u00e1n \u0103n truy\u1ec1n th\u1ed1ng thay v\u00ec nh\u1eefng khu ngh\u1ec9 d\u01b0\u1ee1ng sang tr\u1ecdng.<\/p>\n

2. Chi\u1ebfn l\u01b0\u1ee3c \u0111\u1ecbnh gi\u00e1 \u0111\u1ed9ng (Dynamic Pricing)<\/h3>\n

Big Data gi\u00fap c\u00e1c h\u00e3ng h\u00e0ng kh\u00f4ng v\u00e0 kh\u00e1ch s\u1ea1n \u0111i\u1ec1u ch\u1ec9nh gi\u00e1 c\u1ea3 theo th\u1eddi gian th\u1ef1c d\u1ef1a tr\u00ean nhu c\u1ea7u th\u1ecb tr\u01b0\u1eddng, th\u1eddi ti\u1ebft v\u00e0 c\u00e1c s\u1ef1 ki\u1ec7n l\u1edbn. \u0110i\u1ec1u n\u00e0y kh\u00f4ng ch\u1ec9 gi\u00fap doanh nghi\u1ec7p t\u1ed1i \u01b0u h\u00f3a doanh thu m\u00e0 c\u00f2n mang l\u1ea1i c\u01a1 h\u1ed9i s\u0103n \u0111\u01b0\u1ee3c m\u1ee9c gi\u00e1 t\u1ed1t nh\u1ea5t cho du kh\u00e1ch n\u1ebfu h\u1ecd \u0111\u1eb7t d\u1ecbch v\u1ee5 \u0111\u00fang th\u1eddi \u0111i\u1ec3m.<\/p>\n

3. H\u1ed7 tr\u1ee3 kh\u00e1ch h\u00e0ng qua Chatbot v\u00e0 AI<\/h3>\n

Vi\u1ec7c t\u00edch h\u1ee3p tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0o c\u00e1c n\u1ec1n t\u1ea3ng t\u01b0 v\u1ea5n gi\u00fap gi\u1ea3i \u0111\u00e1p th\u1eafc m\u1eafc c\u1ee7a du kh\u00e1ch 24\/7. Nh\u1eefng tr\u1ee3 l\u00fd \u1ea3o n\u00e0y c\u00f3 kh\u1ea3 n\u0103ng truy xu\u1ea5t d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3 \u0111\u1ec3 \u0111\u01b0a ra l\u1eddi khuy\u00ean v\u1ec1 th\u1eddi ti\u1ebft, c\u00e1c quy \u0111\u1ecbnh nh\u1eadp c\u1ea3nh ho\u1eb7c th\u1ee7 t\u1ee5c visa m\u1ed9t c\u00e1ch nhanh ch\u00f3ng v\u00e0 ch\u00ednh x\u00e1c.<\/p>\n

L\u1ee3i \u00edch mang l\u1ea1i cho doanh nghi\u1ec7p v\u00e0 du kh\u00e1ch<\/h2>\n

Vi\u1ec7c \u1ee9ng d\u1ee5ng Big Data kh\u00f4ng ch\u1ec9 l\u00e0 xu h\u01b0\u1edbng m\u00e0 \u0111\u00e3 tr\u1edf th\u00e0nh y\u1ebfu t\u1ed1 s\u1ed1ng c\u00f2n. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 nh\u1eefng l\u1ee3i \u00edch c\u1ed1t l\u00f5i:<\/p>\n

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  • \u0110\u1ed1i v\u1edbi doanh nghi\u1ec7p:<\/strong> T\u1ed1i \u01b0u h\u00f3a chi ph\u00ed marketing, t\u0103ng t\u1ef7 l\u1ec7 chuy\u1ec3n \u0111\u1ed5i \u0111\u01a1n h\u00e0ng v\u00e0 x\u00e2y d\u1ef1ng l\u00f2ng trung th\u00e0nh c\u1ee7a kh\u00e1ch h\u00e0ng th\u00f4ng qua c\u00e1c chi\u1ebfn d\u1ecbch ch\u0103m s\u00f3c chuy\u00ean bi\u1ec7t.<\/li>\n
  • \u0110\u1ed1i v\u1edbi du kh\u00e1ch:<\/strong> Ti\u1ebft ki\u1ec7m th\u1eddi gian t\u00ecm ki\u1ebfm th\u00f4ng tin, gi\u1ea3m thi\u1ec3u r\u1ee7i ro trong chuy\u1ebfn \u0111i v\u00e0 \u0111\u01b0\u1ee3c t\u1eadn h\u01b0\u1edfng nh\u1eefng d\u1ecbch v\u1ee5 \u0111\u00fang v\u1edbi mong \u0111\u1ee3i c\u00e1 nh\u00e2n.<\/li>\n
  • Qu\u1ea3n l\u00fd \u0111i\u1ec3m \u0111\u1ebfn:<\/strong> Ch\u00ednh quy\u1ec1n \u0111\u1ecba ph\u01b0\u01a1ng c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng d\u1eef li\u1ec7u l\u1edbn \u0111\u1ec3 ki\u1ec3m so\u00e1t l\u01b0\u1ee3ng kh\u00e1ch, tr\u00e1nh t\u00ecnh tr\u1ea1ng qu\u00e1 t\u1ea3i t\u1ea1i c\u00e1c khu du l\u1ecbch n\u1ed5i ti\u1ebfng v\u00e0 b\u1ea3o v\u1ec7 m\u00f4i tr\u01b0\u1eddng b\u1ec1n v\u1eefng.<\/li>\n<\/ul>\n

    Th\u00e1ch th\u1ee9c trong vi\u1ec7c tri\u1ec3n khai Big Data t\u1ea1i Vi\u1ec7t Nam<\/h2>\n

    M\u1eb7c d\u00f9 ti\u1ec1m n\u0103ng l\u00e0 r\u1ea5t l\u1edbn, nh\u01b0ng vi\u1ec7c \u00e1p d\u1ee5ng Big Data t\u1ea1i Vi\u1ec7t Nam v\u1eabn \u0111\u1ed1i m\u1eb7t v\u1edbi kh\u00f4ng \u00edt r\u00e0o c\u1ea3n. Th\u1ee9 nh\u1ea5t l\u00e0 v\u1ea5n \u0111\u1ec1 b\u1ea3o m\u1eadt th\u00f4ng tin c\u00e1 nh\u00e2n. Khi thu th\u1eadp qu\u00e1 nhi\u1ec1u d\u1eef li\u1ec7u, doanh nghi\u1ec7p ph\u1ea3i \u0111\u1ea3m b\u1ea3o c\u00e1c cam k\u1ebft v\u1ec1 an to\u00e0n th\u00f4ng tin \u0111\u1ec3 t\u1ea1o l\u00f2ng tin cho ng\u01b0\u1eddi d\u00f9ng. Th\u1ee9 hai l\u00e0 ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u; n\u1ebfu d\u1eef li\u1ec7u \u0111\u1ea7u v\u00e0o kh\u00f4ng s\u1ea1ch (dirty data), c\u00e1c ph\u00e2n t\u00edch sau \u0111\u00f3 s\u1ebd d\u1eabn \u0111\u1ebfn nh\u1eefng quy\u1ebft \u0111\u1ecbnh sai l\u1ea7m.<\/p>\n

    Ngo\u00e0i ra, chi ph\u00ed \u0111\u1ea7u t\u01b0 cho h\u1ea1 t\u1ea7ng c\u00f4ng ngh\u1ec7 v\u00e0 nh\u00e2n s\u1ef1 tr\u00ecnh \u0111\u1ed9 cao c\u0169ng l\u00e0 b\u00e0i to\u00e1n kh\u00f3 \u0111\u1ed1i v\u1edbi c\u00e1c doanh nghi\u1ec7p du l\u1ecbch v\u1eeba v\u00e0 nh\u1ecf. Tuy nhi\u00ean, v\u1edbi s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a c\u00e1c n\u1ec1n t\u1ea3ng Cloud Computing, r\u00e0o c\u1ea3n n\u00e0y \u0111ang d\u1ea7n \u0111\u01b0\u1ee3c th\u00e1o g\u1ee1, gi\u00fap c\u00e1c doanh nghi\u1ec7p ti\u1ebfp c\u1eadn v\u1edbi c\u00f4ng ngh\u1ec7 hi\u1ec7n \u0111\u1ea1i d\u1ec5 d\u00e0ng h\u01a1n.<\/p>\n

    T\u01b0\u01a1ng lai c\u1ee7a du l\u1ecbch c\u00e1 nh\u00e2n h\u00f3a<\/h2>\n

    Trong t\u01b0\u01a1ng lai g\u1ea7n, ch\u00fang ta s\u1ebd th\u1ea5y s\u1ef1 k\u1ebft h\u1ee3p m\u1ea1nh m\u1ebd h\u01a1n gi\u1eefa Big Data v\u00e0 th\u1ef1c t\u1ebf \u1ea3o (VR\/AR). Du kh\u00e1ch c\u00f3 th\u1ec3 tr\u1ea3i nghi\u1ec7m tr\u01b0\u1edbc chuy\u1ebfn \u0111i th\u00f4ng qua c\u00e1c tour tham quan \u1ea3o \u0111\u01b0\u1ee3c c\u00e1 nh\u00e2n h\u00f3a d\u1ef1a tr\u00ean s\u1edf th\u00edch c\u1ee7a h\u1ecd. H\u01a1n n\u1eefa, v\u1edbi s\u1ef1 h\u1ed7 tr\u1ee3 c\u1ee7a Internet v\u1ea1n v\u1eadt (IoT), c\u00e1c thi\u1ebft b\u1ecb th\u00f4ng minh t\u1ea1i kh\u00e1ch s\u1ea1n s\u1ebd t\u1ef1 \u0111\u1ed9ng thi\u1ebft l\u1eadp nhi\u1ec7t \u0111\u1ed9 ph\u00f2ng, \u00e1nh s\u00e1ng v\u00e0 \u00e2m nh\u1ea1c theo \u0111\u00fang “gu” c\u1ee7a t\u1eebng v\u1ecb kh\u00e1ch ngay khi h\u1ecd v\u1eeba b\u01b0\u1edbc v\u00e0o c\u1eeda.<\/p>\n

    T\u00f3m l\u1ea1i, Big Data ch\u00ednh l\u00e0 “b\u1ed9 n\u00e3o” \u0111i\u1ec1u khi\u1ec3n t\u01b0\u01a1ng lai c\u1ee7a ng\u00e0nh du l\u1ecbch. Vi\u1ec7c n\u1eafm b\u1eaft v\u00e0 khai th\u00e1c hi\u1ec7u qu\u1ea3 ngu\u1ed3n d\u1eef li\u1ec7u n\u00e0y kh\u00f4ng ch\u1ec9 gi\u00fap n\u00e2ng t\u1ea7m tr\u1ea3i nghi\u1ec7m cho kh\u00e1ch h\u00e0ng m\u00e0 c\u00f2n t\u1ea1o \u0111\u00e0 ph\u00e1t tri\u1ec3n b\u1ec1n v\u1eefng cho n\u1ec1n kinh t\u1ebf du l\u1ecbch Vi\u1ec7t Nam. N\u1ebfu b\u1ea1n \u0111ang l\u00e0 doanh nghi\u1ec7p trong l\u0129nh v\u1ef1c n\u00e0y, vi\u1ec7c b\u1eaft \u0111\u1ea7u \u1ee9ng d\u1ee5ng d\u1eef li\u1ec7u l\u1edbn ngay t\u1eeb h\u00f4m nay s\u1ebd l\u00e0 b\u01b0\u1edbc \u0111i chi\u1ebfn l\u01b0\u1ee3c \u0111\u1ec3 d\u1eabn \u0111\u1ea7u th\u1ecb tr\u01b0\u1eddng trong nh\u1eefng n\u0103m t\u1edbi.<\/p>\n","protected":false},"excerpt":{"rendered":"

    C\u00e1ch Big Data thay \u0111\u1ed5i ho\u00e0n to\u00e0n ng\u00e0nh du l\u1ecbch hi\u1ec7n \u0111\u1ea1i Trong k\u1ef7 nguy\u00ean s\u1ed1, du l\u1ecbch kh\u00f4ng c\u00f2n \u0111\u01a1n thu\u1ea7n l\u00e0 vi\u1ec7c \u0111\u1eb7t v\u00e9 m\u00e1y bay hay ph\u00f2ng kh\u00e1ch s\u1ea1n theo c\u00e1ch truy\u1ec1n th\u1ed1ng. Thay v\u00e0o \u0111\u00f3, ng\u00e0nh c\u00f4ng nghi\u1ec7p kh\u00f4ng kh\u00f3i \u0111ang ch\u1ee9ng ki\u1ebfn cu\u1ed9c c\u00e1ch m\u1ea1ng nh\u1edd v\u00e0o d\u1eef li\u1ec7u l\u1edbn.<\/p>\n","protected":false},"author":5,"featured_media":2105,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[8],"tags":[105,107,104,102,101,103,106],"class_list":["post-1881","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-du-lich","tag-ca-nhan-hoa-trai-nghiem-du-lich-viet-bang-nen-tang-du-lieu-lon","tag-du-doan-hanh-vi-du-khach-viet-bang-big-data","tag-lam-the-nao-big-data-toi-uu-hoa-hanh-trinh-du-khach-viet-nam","tag-loi-ich-nen-tang-du-lieu-lon-cho-du-lich-viet-nam","tag-nen-tang-du-lieu-lon-toi-uu-hanh-trinh-du-khach-viet","tag-ung-dung-big-data-cai-thien-trai-nghiem-du-khach-viet","tag-vai-tro-cua-nen-tang-du-lieu-lon-trong-nganh-du-lich-viet"],"acf":[],"yoast_head":"\n\u1ee8ng d\u1ee5ng Big Data c\u00e1 nh\u00e2n h\u00f3a tr\u1ea3i nghi\u1ec7m du l\u1ecbch 2024 - 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