{"id":141,"date":"2020-02-02T21:05:00","date_gmt":"2020-02-02T14:05:00","guid":{"rendered":"http:\/\/itan.vn\/?p=141"},"modified":"2025-09-06T13:55:30","modified_gmt":"2025-09-06T13:55:30","slug":"ung-dung-ai-bigdata-trong-theo-doi-phat-hien-va-phong-chong-dich-benh-do-virus-corona","status":"publish","type":"post","link":"https:\/\/itan.vn\/index.php\/2020\/02\/02\/ung-dung-ai-bigdata-trong-theo-doi-phat-hien-va-phong-chong-dich-benh-do-virus-corona\/","title":{"rendered":"\u1ee8ng d\u1ee5ng AI, Bigdata trong theo d\u00f5i, ph\u00e1t hi\u1ec7n v\u00e0 ph\u00f2ng ch\u1ed1ng d\u1ecbch b\u1ec7nh do virus Corona"},"content":{"rendered":"[et_pb_section fb_built=”1″ admin_label=”section” _builder_version=”3.22″][et_pb_row admin_label=”row” _builder_version=”3.25″ background_size=”initial” background_position=”top_left” background_repeat=”repeat”][et_pb_column type=”4_4″ _builder_version=”3.25″ custom_padding=”|||” custom_padding__hover=”|||”][et_pb_text admin_label=”Text” _builder_version=”3.27.4″ background_size=”initial” background_position=”top_left” background_repeat=”repeat” hover_enabled=”0″]

V\u1edbi s\u1ef1 b\u00f9ng ph\u00e1t hi\u1ec7n nay, li\u00ean quan \u0111\u1ebfn m\u1ed9t lo\u1ea1i coronavirus c\u00f3 ngu\u1ed3n g\u1ed1c t\u1eeb V\u0169 H\u00e1n v\u00e0 \u0111\u1ebfn nay \u0111\u00e3 khi\u1ebfn g\u1ea7n 14.590 ng\u01b0\u1eddi nhi\u1ec5m b\u1ec7nh, 305 ng\u01b0\u1eddi ch\u1ebft v\u00e0 xu\u1ea5t hi\u1ec7n \u1edf 28 qu\u1ed1c gia v\u00e0 v\u00f9ng l\u00e3nh th\u1ed5 (C\u00e1c s\u1ed1 li\u1ec7u c\u1eadp nh\u1eadt li\u00ean t\u1ee5c), \u0111\u00e2y l\u00e0 m\u1ed9t lo\u1ea1i d\u1ecbch b\u00ean m\u00e0 t\u1ed5 ch\u1ee9c y t\u1ebf th\u1ebf gi\u1edbi WHO \u0111\u00e3 tuy\u00ean b\u1ed1 t\u00ecnh tr\u1ea1ng kh\u1ea9n c\u1ea5p v\u00e0o 31\/01\/2020 v\u1eeba qua. Ch\u00ednh v\u00ec s\u1ef1 nguy hi\u1ec3m v\u00e0 s\u1ee9c \u1ea3nh h\u01b0\u1edfng c\u1ee7a lo\u1ea1i virus n\u00e0y l\u00e0m cho ng\u01b0\u1eddi d\u00e2n \u0111\u1ec1u hoang mang lo l\u1eafng, kh\u00f4ng ch\u1ec9 \u1edf t\u00e2m \u0111i\u1ec3m TQ, anh h\u00e0ng x\u00f3m VN hay ng\u01b0\u1eddi M\u1ef9 m\u00e0 l\u00e0 to\u00e0n c\u1ea7u. Trong b\u00e0i vi\u1ebft n\u00e0y, c\u1eadp nh\u1eadt m\u1ed9t s\u1ed1 th\u00f4ng tin h\u1eefu \u00edch m\u00e0 vi\u1ec7c \u1ee9ng d\u1ee5ng CNTT trong vi\u1ec7c theo d\u00f5i, ph\u00e1t hi\u1ec7n v\u00e0 ph\u00f2ng ch\u1ed1ng d\u1ecbch b\u1ec7nh do virus Corona, (kh\u00f4ng ph\u1ea3i ph\u01b0\u01a1ng ph\u00e1p tr\u1ecb li\u1ec7u hay ng\u0103n ch\u1eb7n \u0111\u01b0\u1ee3c virus).<\/p>\n

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Tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u t\u00ecnh h\u00ecnh d\u1ecbch b\u1ec7nh<\/h2>\n

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\u0110\u1ea7u ti\u00ean l\u00e0 s\u1eed d\u1ee5ng d\u1eef li\u1ec7u \u0111\u1ec3 hi\u1ec7n th\u1ecb th\u00f4ng tin t\u00ecnh h\u00ecnh d\u1ecbch b\u1ec7nh li\u00ean t\u1ee5c, t\u1ee9c th\u1eddi v\u00e0 tr\u1ef1c quan (Data Visualization). D\u1eef li\u1ec7u \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 th\u00f4ng b\u00e1o cho c\u00f4ng c\u1ee5 \u0111\u01b0\u1ee3c r\u00fat ra t\u1eeb nhi\u1ec1u ngu\u1ed3n kh\u00e1c nhau. Th\u00f4ng tin \u0111\u01b0\u1ee3c thu th\u1eadp ch\u00ednh t\u1eeb c\u00e1c t\u1ed5 ch\u1ee9c nh\u01b0 WHO v\u00e0 Trung t\u00e2m Ki\u1ec3m so\u00e1t v\u00e0 Ph\u00f2ng ng\u1eeba D\u1ecbch b\u1ec7nh (CDC), China CDC, ECDC. \u0110\u1ed1i v\u1edbi n\u1ed9i b\u1ed9 qu\u1ed1c gia, d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c thu th\u1eadp t\u1eeb c\u00e1c c\u01a1 quan ch\u1ee9c n\u0103ng v\u00e0 s\u1edf y t\u1ebf t\u01b0\u01a1ng \u1ee9ng.<\/p>\n

D\u1eef li\u1ec7u n\u00e0y th\u1ec3 hi\u1ec7n c\u00e1c v\u00f2ng tr\u00f2n bi\u1ec3u th\u1ecb c\u00e1c khu v\u1ef1c b\u1ecb nhi\u1ec5m tr\u00f9ng \u0111\u01b0\u1ee3c x\u00e1c nh\u1eadn theo qu\u1ed1c gia\/t\u1ec9nh\/bang. B\u1ea1n c\u00f3 th\u1ec3 nh\u1ea5p v\u00e0o t\u1eebng ng\u01b0\u1eddi \u0111\u1ec3 nh\u1eadn \u0111\u01b0\u1ee3c m\u1ed9t s\u1ed1 b\u1ec7nh nhi\u1ec5m tr\u00f9ng, t\u1eed vong v\u00e0 ph\u1ee5c h\u1ed3i. C\u00e1c b\u1ea3ng nh\u1ecf h\u01a1n bao quanh b\u1ea3n \u0111\u1ed3 v\u1edbi d\u1eef li\u1ec7u b\u1ed5 sung nh\u01b0 danh s\u00e1ch c\u00e1c khu v\u1ef1c \u0111\u01b0\u1ee3c t\u1ed5 ch\u1ee9c t\u1eeb h\u1ea7u h\u1ebft c\u00e1c tr\u01b0\u1eddng h\u1ee3p \u00edt nh\u1ea5t, bi\u1ec3u \u0111\u1ed3 nhi\u1ec5m tr\u00f9ng theo th\u1eddi gian v\u00e0 danh s\u00e1ch t\u1ea5t c\u1ea3 c\u00e1c qu\u1ed1c gia n\u01a1i coronavirus \u0111\u00e3 t\u1ea5n c\u00f4ng. V\u00ed d\u1ee5 Nh\u1ea5p v\u00e0o California, v\u00e0 b\u1ea1n s\u1ebd th\u1ea5y hai tr\u01b0\u1eddng h\u1ee3p \u0111\u01b0\u1ee3c x\u00e1c nh\u1eadn. S\u1ed1 ng\u01b0\u1eddi ch\u1ebft v\u00e0 h\u1ed3i ph\u1ee5c c\u0169ng \u0111\u01b0\u1ee3c theo d\u00f5i.B\u1ea3ng \u0111i\u1ec1u khi\u1ec3n \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 cung c\u1ea5p cho c\u00f4ng ch\u00fang hi\u1ec3u v\u1ec1 t\u00ecnh h\u00ecnh d\u1ecbch b\u1ec7nh khi n\u00f3 di\u1ec5n ra, v\u1edbi c\u00e1c ngu\u1ed3n d\u1eef li\u1ec7u minh b\u1ea1ch, CSS CSSE cho bi\u1ebft trong m\u1ed9t th\u00f4ng b\u00e1o \u0111\u01b0\u1ee3c \u0111\u0103ng tr\u00ean trang web c\u1ee7a m\u00ecnh.<\/p>\n

T\u1ea5t nhi\u00ean, s\u1ed1 tr\u01b0\u1eddng h\u1ee3p th\u1ef1c s\u1ef1 l\u00e0 kh\u00f4ng th\u1ec3 bi\u1ebft, nh\u01b0ng b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n \u00edt nh\u1ea5t cung c\u1ea5p d\u1eef li\u1ec7u \u0111\u00e1ng tin c\u1eady cho c\u00e1c tr\u01b0\u1eddng h\u1ee3p \u0111\u01b0\u1ee3c b\u00e1o c\u00e1o v\u00e0 c\u00f3 th\u1ec3 ch\u1ec9 ra xu h\u01b0\u1edbng v\u00e0 \u0111i\u1ec3m n\u00f3ng cho coronavirus.<\/p>\n

Hi\u1ec7n t\u1ea1i c\u00f3 r\u1ea5t nhi\u1ec1u ngu\u1ed3n \u0111\u1ec3 c\u00f3 th\u1ec3 theo d\u00f5i tr\u1ef1c tuy\u1ebfn d\u1ea1ng hi\u1ec3n th\u1ecb b\u1ea3ng \u0111\u1ed3 t\u00ecnh h\u00ecnh d\u1ecbch b\u1ec7nh n\u00e0y:<\/p>\n

https:\/\/gisanddata.maps.arcgis.com\/apps\/opsdashboard\/index.html#\/bda7594740fd40299423467b48e9ecf6<\/a><\/p>\n

https:\/\/www.coronatracker.com\/analytics<\/a><\/p>\n

https:\/\/corona.kompa.ai\/<\/a><\/p>\n

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D\u01b0\u1edbi \u0111\u00e2y l\u00e0 c\u00e2u chuy\u1ec7n ch\u1ee7 \u0111\u1ed9ng x\u00e2y d\u1ef1ng b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n theo d\u00f5i coronavirus (2019-nCoV) b\u1eb1ng Ph\u00e2n t\u00edch d\u1eef li\u1ec7u c\u1ee7a CoronaTracker.com<\/h2>\n

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S\u1ef1 b\u00f9ng n\u1ed5 c\u1ee7a d\u1ecbch b\u1ec7nh c\u0169ng \u0111\u00e3 t\u1ea1o ra v\u00f4 s\u1ed1 nh\u1eefng tin t\u1ee9c ch\u01b0a \u0111\u01b0\u1ee3c x\u00e1c minh ho\u1eb7c gi\u1ea3 m\u1ea1o \u0111\u01b0\u1ee3c chia s\u1ebb tr\u00ean ph\u01b0\u01a1ng ti\u1ec7n truy\u1ec1n th\u00f4ng x\u00e3 h\u1ed9i ch\u1ec9 l\u00e0m cho t\u00ecnh h\u00ecnh t\u1ed3i t\u1ec7 h\u01a1n b\u1eb1ng c\u00e1ch g\u00e2y hoang mang cho c\u00f4ng ch\u00fang. Thay v\u00ec ng\u1ed3i kh\u00f4ng, Gi\u00e1m \u0111\u1ed1c \u0111i\u1ec1u h\u00e0nh LEAD, Ti\u1ebfn s\u0129 Lau Cher Han quy\u1ebft \u0111\u1ecbnh \u0111i theo con \u0111\u01b0\u1eddng ch\u1ee7 \u0111\u1ed9ng \u0111\u1ec3 th\u00e0nh l\u1eadp m\u1ed9t nh\u00f3m t\u00ecnh nguy\u1ec7n vi\u00ean, bao g\u1ed3m c\u00e1c chuy\u00ean gia CNTT, nh\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u, chuy\u00ean gia ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe v\u00e0 c\u00f4ng ch\u00fang quan t\u00e2m \u0111\u1ec3 x\u00e2y d\u1ef1ng m\u1ed9t c\u00f4ng c\u1ee5 \u1ee9ng d\u1ee5ng web gi\u00fap c\u00f4ng ch\u00fang theo d\u00f5i s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a coronavirus ch\u1ebft ng\u01b0\u1eddi 2019-nCov trong th\u1eddi gian th\u1ef1c.<\/p>\n

T\u00ean mi\u1ec1n CoronaTracker.com \u0111\u00e3 \u0111\u01b0\u1ee3c \u0111\u0103ng k\u00fd m\u1ed9t ng\u00e0y tr\u01b0\u1edbc l\u1ec5 k\u1ef7 ni\u1ec7m n\u0103m m\u1edbi c\u1ee7a Trung Qu\u1ed1c. Ti\u1ebfn s\u0129 Lau sau \u0111\u00f3 \u0111\u00e3 th\u00e0nh l\u1eadp m\u1ed9t nh\u00f3m c\u00f4ng khai tr\u00ean Telegram, m\u1eddi c\u00e1c t\u00ecnh nguy\u1ec7n vi\u00ean tr\u00ean Facebook tham gia v\u00e0 gi\u00fap x\u00e2y d\u1ef1ng c\u00f4ng c\u1ee5 – theo ph\u01b0\u01a1ng ph\u00e1p Hackathon. Ch\u1ec9 ri\u00eang ng\u00e0y \u0111\u1ea7u ti\u00ean, h\u01a1n 100 t\u00ecnh nguy\u1ec7n vi\u00ean \u0111\u1ebfn t\u1eeb Malaysia, \u00dac, Nh\u1eadt B\u1ea3n, Philippines, Singapore, \u0110\u00e0i Loan, Hoa K\u1ef3 v\u00e0 c\u00e1c qu\u1ed1c gia kh\u00e1c \u0111\u00e3 tham gia k\u00eau g\u1ecdi v\u0169 kh\u00ed \u0111\u1ec3 l\u00e0m vi\u1ec7c tr\u00ean CoronaTracker.com.<\/p>\n

Ch\u1ec9 trong m\u1ed9t ng\u00e0y, h\u00e0ng tr\u0103m t\u00ecnh nguy\u1ec7n vi\u00ean \u0111\u00e3 vi\u1ebft ra nh\u1eefng \u00fd t\u01b0\u1edfng v\u00e0 k\u1ebf ho\u1ea1ch c\u1ee7a h\u1ecd tr\u00ean b\u1ea3ng Trello.<\/p>\n

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S\u1eed d\u1ee5ng khung OSEMN trong khoa h\u1ecdc d\u1eef li\u1ec7u, d\u1ef1 \u00e1n \u0111\u00e3 kh\u1edfi \u0111\u1ed9ng v\u1edbi vi\u1ec7c thu th\u1eadp, l\u00e0m s\u1ea1ch, th\u0103m d\u00f2 d\u1eef li\u1ec7u, ti\u1ebfp theo l\u00e0 m\u00f4 h\u00ecnh h\u00f3a v\u00e0 c\u00f3 d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c tr\u00ecnh b\u00e0y d\u01b0\u1edbi d\u1ea1ng tr\u1ef1c quan tr\u00ean trang web. C\u00e1c trang web ph\u1ebf li\u1ec7u \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng b\u1eb1ng Python v\u00e0 BeautifulSoup, \u0111\u1ec3 tin t\u1ee9c t\u1eeb c\u00e1c trang web \u0111\u01b0\u1ee3c c\u00f4ng nh\u1eadn v\u00e0 c\u00f3 th\u1ea9m quy\u1ec1n, bao g\u1ed3m c\u00e1c trang web tr\u00ecnh b\u00e0y d\u1eef li\u1ec7u v\u1ec1 s\u1ef1 l\u00e2y lan c\u1ee7a coronavirus.<\/p>\n

M\u1ee5c ti\u00eau t\u00ednh kh\u1ea3 d\u1ee5ng c\u1ee7a CoronaTracker.com l\u00e0 tr\u1edf th\u00e0nh m\u1ed9t c\u00f4ng c\u1ee5 t\u1ed5ng h\u1ee3p tin t\u1ee9c t\u00f3m t\u1eaft tin t\u1ee9c t\u1eeb c\u00e1c \u0111\u1ea7u ra \u0111\u01b0\u1ee3c c\u00f4ng nh\u1eadn v\u00e0 c\u00f3 th\u1ea9m quy\u1ec1n, s\u1eed d\u1ee5ng c\u00e1c ph\u01b0\u01a1ng ph\u00e1p khoa h\u1ecdc d\u1eef li\u1ec7u, nh\u01b0 NLP (x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean) \u0111\u1ec3 ph\u00e2n t\u00edch n\u1ed9i dung v\u00e0 x\u00e1c \u0111\u1ecbnh c\u00e1c ch\u1ee7 \u0111\u1ec1 c\u00f3 \u00fd ngh\u0129a. S\u1eed d\u1ee5ng AWS l\u00e0m n\u1ec1n t\u1ea3ng \u0111\u1ec3 l\u01b0u tr\u1eef c\u00e1c m\u1ea9u tin l\u01b0u ni\u1ec7m, API web v\u00e0 trang web, ph\u1ea7n \u0111\u1ea7u c\u1ee7a CoronaTracker.com \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng v\u1edbi Vue.js v\u00e0 ph\u1ea7n ph\u1ee5 tr\u1ee3 v\u1edbi Node.Js v\u00e0 ExpressJS – v\u1edbi s\u1ef1 gi\u00fap \u0111\u1ee1 c\u1ee7a m\u1ed9t s\u1ed1 t\u00ecnh nguy\u1ec7n vi\u00ean l\u00e0 nh\u00e0 ph\u00e1t tri\u1ec3n Full Stack v\u00e0 c\u00e1c nh\u00e0 thi\u1ebft k\u1ebf UI \/ UX. M\u1ed9t h\u1ed3 d\u1eef li\u1ec7u \u0111\u00e3 \u0111\u01b0\u1ee3c tri\u1ec3n khai \u0111\u1ec3 k\u1ebft xu\u1ea5t d\u1eef li\u1ec7u th\u00f4 v\u00e0 s\u1eed d\u1ee5ng MySQL, d\u1eef li\u1ec7u th\u00f4 \u0111\u01b0\u1ee3c chuy\u1ec3n \u0111\u1ed5i th\u00e0nh d\u1eef li\u1ec7u c\u00f3 c\u1ea5u tr\u00fac \u0111\u1ec3 tr\u00ecnh b\u00e0y.<\/p>\n

\u0110\u1ebfn cu\u1ed1i 2 ng\u00e0y, trang web \u0111\u00e3 ho\u1ea1t \u0111\u1ed9ng v\u00e0 h\u01a1n 11.000 ng\u01b0\u1eddi \u0111\u00e3 s\u1eed d\u1ee5ng n\u1ec1n t\u1ea3ng n\u00e0y \u0111\u1ec3 theo d\u00f5i s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a coronavirus tr\u00ean to\u00e0n th\u1ebf gi\u1edbi v\u00e0 trong khu v\u1ef1c c\u1ee7a h\u1ecd.Trang ch\u1ee7 c\u1ee7a CoronaTracker.com l\u00e0 n\u01a1i b\u1ea1n c\u00f3 th\u1ec3 t\u00ecm th\u1ea5y c\u00e1c b\u00e0i b\u00e1o \u0111\u00e1ng tin c\u1eady. M\u1ed7i b\u00e0i vi\u1ebft \u0111\u01b0\u1ee3c li\u1ec7t k\u00ea \u1edf \u0111\u00e2y c\u0169ng \u0111\u01b0\u1ee3c l\u1ecdc b\u1edfi m\u1ed9t nh\u00f3m t\u00ecnh nguy\u1ec7n vi\u00ean trong s\u1ed1 h\u1ecd, c\u00e1c nh\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 chuy\u00ean gia y t\u1ebf.<\/p>\n

B\u1ea1n c\u0169ng c\u00f3 th\u1ec3 l\u1ecdc c\u00e1c trung t\u00e2m tin t\u1ee9c, ph\u00e2n t\u00edch v\u00e0 s\u00e0ng l\u1ecdc theo qu\u1ed1c gia v\u00e0 ti\u1ec3u bang, \u0111\u1ec3 t\u00ecm hi\u1ec3u th\u00eam v\u1ec1 s\u1ef1 ph\u00e1t tri\u1ec3n trong khu v\u1ef1c c\u1ee7a b\u1ea1n.M\u1ed9t t\u00ednh n\u0103ng ch\u00ednh c\u1ee7a CoronaTracker.com l\u00e0 b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n ph\u00e2n t\u00edch th\u1eddi gian th\u1ef1c, n\u01a1i n\u00f3 c\u00f3 d\u1eef li\u1ec7u quan tr\u1ecdng v\u00e0 bi\u1ec3u di\u1ec5n tr\u1ef1c quan c\u1ee7a h\u1ecd bao g\u1ed3m t\u1ed5ng s\u1ed1 tr\u01b0\u1eddng h\u1ee3p \u0111\u01b0\u1ee3c x\u00e1c nh\u1eadn, t\u1ed5ng s\u1ed1 ng\u01b0\u1eddi ch\u1ebft, th\u1eddi gian b\u00f9ng ph\u00e1t v\u00e0 c\u00e1c qu\u1ed1c gia b\u1ecb \u1ea3nh h\u01b0\u1edfng b\u1edfi d\u1ecbch.<\/p>\n

B\u1ea3ng \u0111i\u1ec1u khi\u1ec3n ph\u00e2n t\u00edch tr\u1ef1c quan h\u00f3a s\u1ef1 ph\u00e1t tri\u1ec3n tr\u00ean Coronavirus 2019-nCov trong th\u1eddi gian g\u1ea7n. D\u1eef li\u1ec7u cho b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n ch\u1ee7 y\u1ebfu \u0111\u01b0\u1ee3c l\u1ea5y t\u1eeb CDC, JHU, Tencent v\u00e0 nhi\u1ec1u h\u01a1n n\u1eefa. M\u1eb7c d\u00f9 c\u0169ng t\u1ed3n t\u1ea1i c\u00e1c trang web theo d\u00f5i kh\u00e1c, nh\u01b0ng CoronaTracker ti\u1ebfn th\u00eam m\u1ed9t v\u00e0i b\u01b0\u1edbc \u0111\u1ec3 theo d\u00f5i s\u1ef1 ph\u00e1 v\u1ee1 c\u1ee7a coronavirus theo th\u1eddi gian.<\/p>\n

\u0110i\u1ec1u g\u00ec ti\u1ebfp theo trong k\u1ebf ho\u1ea1ch?<\/p>\n

T\u1ea1i th\u1eddi \u0111i\u1ec3m vi\u1ebft b\u00e0i n\u00e0y, vi\u1ec7c tinh ch\u1ec9nh nhi\u1ec1u h\u01a1n \u0111ang \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n cho CoronaTracker.com, \u0111\u1ec3 lo\u1ea1i b\u1ecf nhi\u1ec1u d\u1eef li\u1ec7u h\u01a1n t\u1eeb c\u00e1c trang web c\u00f3 \u0111\u1ecba ph\u01b0\u01a1ng kh\u00e1c nhau, ch\u1eb3ng h\u1ea1n nh\u01b0 c\u00e1c trang web c\u1ee7a Trung Qu\u1ed1c v\u00e0 \u0111\u1ec3 th\u00eam nhi\u1ec1u t\u00ednh n\u0103ng h\u01a1n v\u00e0o trang web, nh\u01b0 b\u1ea3n \u0111\u1ed3 v\u1ecb tr\u00ed c\u1ee7a c\u00e1c tr\u01b0\u1eddng h\u1ee3p hi\u1ec7n t\u1ea1i.<\/p>\n

M\u1ed9t \u1ee9ng d\u1ee5ng di \u0111\u1ed9ng cho c\u00f4ng ch\u00fang nh\u1eadn th\u00f4ng b\u00e1o \u0111\u1ea9y th\u1eddi gian th\u1ef1c tr\u00ean b\u1ea3n c\u1eadp nh\u1eadt c\u0169ng \u0111ang \u0111\u01b0\u1ee3c ti\u1ebfn h\u00e0nh.<\/p>\n

B\u1ea1n mu\u1ed1n \u0111\u00f3ng g\u00f3p c\u00f3 th\u1ec3 tham gia v\u00e0o nh\u00f3m coronatracker tr\u00ean telegram: CoronaTracker Telegram Group<\/a><\/p>\n

B\u1ea1n c\u00f3 th\u1ec3 truy c\u1eadp d\u1eef li\u1ec7u b\u1ecb lo\u1ea1i b\u1ecf \u0111\u1ec3 th\u1ef1c hi\u1ec7n ph\u00e2n t\u00edch ho\u1eb7c d\u1ef1 \u0111o\u00e1n c\u1ee7a ri\u00eang m\u00ecnh t\u1ea1i \u0111\u00e2y: CoronaTracker Analytics on Github<\/a><\/p>\n

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C\u00e1c c\u00f4ng ty c\u00f4ng ngh\u1ec7 Trung Qu\u1ed1c, s\u1eed d\u1ee5ng d\u1eef li\u1ec7u l\u1edbn \u0111\u1ec3 ph\u00e2n t\u00edch v\u1ec1 xu h\u01b0\u1edbng di c\u01b0 trong n\u01b0\u1edbc<\/h2>\n

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\u0110i\u1ec3n h\u00ecnh l\u00e0 Baidu Maps, ng\u01b0\u1eddi d\u00e2n c\u00f3 th\u1ec3 truy c\u1eadp v\u00e0 theo d\u00f5i t\u00ecnh h\u00ecnh xu h\u01b0\u1edbng di c\u01b0, d\u1ef1a tr\u00ean c\u00e1c thi\u1ebft b\u1ecb c\u1ea7m tay, m\u00e1y t\u00ednh b\u1eaft ngu\u1ed3n t\u1eeb trung t\u00e2m n\u01a1i ph\u00e1t hi\u1ec7n nhi\u1ec5m n\u1eb7ng \u0111\u1eb7c bi\u1ec7t l\u00e0 V\u0169 H\u00e1n \u1edf t\u1ec9nh H\u1ed3 B\u1eafc c\u1ee7a Trung Qu\u1ed1c, Ngo\u00e0i ra, Baidu Maps cung c\u1ea5p c\u00e1c th\u00f4ng b\u00e1o theo th\u1eddi gian th\u1ef1c v\u1ec1 c\u00e1c m\u1eb9o du l\u1ecbch v\u00e0 \u0111\u00f3ng c\u1eeda \u0111\u01b0\u1eddng \u0111i, c\u0169ng nh\u01b0 cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng \u1edf h\u01a1n 200 th\u00e0nh ph\u1ed1 t\u00ecm ki\u1ebfm c\u00e1c ph\u00f2ng kh\u00e1m s\u1ed1t g\u1ea7n \u0111\u00f3.<\/p>\n

T\u01b0\u01a1ng t\u1ef1, c\u00f4ng ty l\u1eadp b\u1ea3n \u0111\u1ed3 AutoNavi c\u0169ng cho ph\u00e9p c\u00e1c ph\u00f2ng kh\u00e1m s\u1ed1t g\u1ea7n \u0111\u00f3 c\u00f3 th\u1ec3 d\u1ec5 d\u00e0ng ki\u1ec3m tra v\u00e0 cung c\u1ea5p th\u00f4ng tin r\u1ed9ng r\u00e3i v\u1ec1 virus. Ng\u01b0\u1eddi ta c\u0169ng d\u1ec5 d\u00e0ng t\u00ecm th\u1ea5y s\u1ef1 nh\u1ea5n m\u1ea1nh \u0111\u1eb7c bi\u1ec7t v\u1ec1 virus tr\u00ean trang ch\u1ee7 c\u1ee7a Alipay, gi\u1ea3i ph\u00e1p thanh to\u00e1n di \u0111\u1ed9ng ph\u1ed5 bi\u1ebfn c\u1ee7a Alibaba, cung c\u1ea5p cho ng\u01b0\u1eddi d\u00f9ng d\u1eef li\u1ec7u th\u1eddi gian th\u1ef1c v\u1ec1 virus, c\u1ed5ng v\u00e0o d\u1ecbch v\u1ee5 giao h\u00e0ng th\u1ef1c ph\u1ea9m v\u00e0 mua s\u1eafm, trong s\u1ed1 c\u00e1c d\u1ecbch v\u1ee5 di \u0111\u1ed9ng kh\u00e1c gi\u00fap m\u1ecdi ng\u01b0\u1eddi v\u01b0\u1ee3t qua kh\u00f3 kh\u0103n th\u1eddi gian.<\/p>\n

Trong c\u00e1c tr\u01b0\u1eddng h\u1ee3p kh\u00e1c v\u1ec1 g\u00f3c \u0111\u1ed9 c\u00f4ng ngh\u1ec7 trong cu\u1ed9c chi\u1ebfn coronavirus, g\u1ea7n \u0111\u00e2y, Baidu \u0111\u00e3 tuy\u00ean b\u1ed1 r\u1eb1ng n\u1ec1n t\u1ea3ng cu\u1ed9c g\u1ecdi \u0111i th\u00f4ng minh c\u1ee7a h\u1ecd \u0111\u00e3 \u0111\u01b0\u1ee3c m\u1edf t\u1ef1 do cho ch\u00ednh quy\u1ec1n c\u00e1c c\u1ea5p, c\u01a1 quan \u1ee7y ban y t\u1ebf, c\u1ed9ng \u0111\u1ed3ng d\u00e2n c\u01b0 v\u00e0 trung t\u00e2m ph\u00f2ng ch\u1ed1ng d\u1ecbch b\u1ec7nh b\u1eaft \u0111\u1ea7u t\u1eeb th\u1ee9 Hai cho \u0111\u1ebfn khi k\u1ebft th\u00fac s\u1ef1 b\u00f9ng n\u1ed5. N\u1ec1n t\u1ea3ng cu\u1ed9c g\u1ecdi c\u00f3 t\u00ednh n\u0103ng l\u1ecdc d\u00f2ng ng\u01b0\u1eddi di c\u01b0 v\u00e0 c\u01b0 d\u00e2n \u0111\u1ecba ph\u01b0\u01a1ng v\u00e0 \u0111\u01b0a ra th\u00f4ng b\u00e1o cho c\u00e1c nh\u00f3m ng\u01b0\u1eddi \u0111\u01b0\u1ee3c ch\u1ec9 \u0111\u1ecbnh v\u00e0 \u0111\u01b0\u1ee3c cho l\u00e0 hi\u1ec7u qu\u1ea3 h\u01a1n nhi\u1ec1u so v\u1edbi c\u00e1c cu\u1ed9c g\u1ecdi \u0111i\u1ec7n tho\u1ea1i c\u1ee7a ng\u01b0\u1eddi d\u00e2n.<\/p>\n

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S\u1eed d\u1ee5ng AI (tr\u00ed th\u00f4ng minh nh\u00e2n t\u1ea1o) m\u1ed9t c\u00f4ng c\u1ee5 h\u1eefu \u00edch trong \u0111\u1ee3t b\u00f9ng ph\u00e1t to\u00e0n c\u1ea7u.<\/p>\n

Tr\u00ed th\u00f4ng minh nh\u00e2n t\u1ea1o s\u1ebd kh\u00f4ng ng\u0103n ch\u1eb7n \u0111\u01b0\u1ee3c coronavirus m\u1edbi ho\u1eb7c thay th\u1ebf vai tr\u00f2 c\u1ee7a c\u00e1c nh\u00e0 d\u1ecbch t\u1ec5 h\u1ecdc chuy\u00ean gia. Nh\u01b0ng l\u1ea7n \u0111\u1ea7u ti\u00ean trong m\u1ed9t \u0111\u1ee3t b\u00f9ng ph\u00e1t to\u00e0n c\u1ea7u, n\u00f3 \u0111ang tr\u1edf th\u00e0nh m\u1ed9t c\u00f4ng c\u1ee5 h\u1eefu \u00edch trong n\u1ed7 l\u1ef1c theo d\u00f5i v\u00e0 \u1ee9ng ph\u00f3 v\u1edbi kh\u1ee7ng ho\u1ea3ng, theo c\u00e1c chuy\u00ean gia d\u1eef li\u1ec7u y t\u1ebf.Trong c\u00e1c \u0111\u1ee3t b\u00f9ng ph\u00e1t tr\u01b0\u1edbc, AI cung c\u1ea5p gi\u00e1 tr\u1ecb h\u1ea1n ch\u1ebf, v\u00ec thi\u1ebfu d\u1eef li\u1ec7u c\u1ea7n thi\u1ebft \u0111\u1ec3 cung c\u1ea5p c\u1eadp nh\u1eadt nhanh ch\u00f3ng.<\/p>\n

Nh\u01b0ng trong nh\u1eefng ng\u00e0y g\u1ea7n \u0111\u00e2y, h\u00e0ng tri\u1ec7u b\u00e0i \u0111\u0103ng v\u1ec1 coronavirus tr\u00ean c\u00e1c trang m\u1ea1ng x\u00e3 h\u1ed9i v\u00e0 tin t\u1ee9c \u0111ang cho ph\u00e9p c\u00e1c thu\u1eadt to\u00e1n t\u1ea1o ra th\u00f4ng tin g\u1ea7n nh\u01b0 th\u1eddi gian th\u1ef1c cho c\u00e1c quan ch\u1ee9c y t\u1ebf c\u00f4ng c\u1ed9ng theo d\u00f5i s\u1ef1 l\u00e2y lan c\u1ee7a n\u00f3.L\u0129nh v\u1ef1c \u0111\u00e3 ph\u00e1t tri\u1ec3n v\u01b0\u1ee3t b\u1eadc, John Brownstein, m\u1ed9t nh\u00e0 d\u1ecbch t\u1ec5 h\u1ecdc t\u00ednh to\u00e1n t\u1ea1i B\u1ec7nh vi\u1ec7n nhi Boston, ng\u01b0\u1eddi \u0111i\u1ec1u h\u00e0nh m\u1ed9t trang web gi\u00e1m s\u00e1t s\u1ee9c kh\u1ecfe c\u1ed9ng \u0111\u1ed3ng g\u1ecdi l\u00e0 Healthmap.org s\u1eed d\u1ee5ng AI \u0111\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u t\u1eeb c\u00e1c b\u00e1o c\u00e1o c\u1ee7a ch\u00ednh ph\u1ee7, ph\u01b0\u01a1ng ti\u1ec7n truy\u1ec1n th\u00f4ng x\u00e3 h\u1ed9i, c\u00e1c trang tin t\u1ee9c kh\u00e1c.<\/p>\n

Trong th\u1eddi gian SARS, kh\u00f4ng c\u00f3 m\u1ed9t l\u01b0\u1ee3ng th\u00f4ng tin kh\u1ed5ng l\u1ed3 n\u00e0o xu\u1ea5t ph\u00e1t t\u1eeb Trung Qu\u1ed1c, \u00f4ng n\u00f3i, \u0111\u1ec1 c\u1eadp \u0111\u1ebfn m\u1ed9t \u0111\u1ee3t b\u00f9ng ph\u00e1t coronavirus n\u0103m 2003 xu\u1ea5t hi\u1ec7n t\u1eeb Trung Qu\u1ed1c, l\u00e2y nhi\u1ec5m h\u01a1n 8.000 ng\u01b0\u1eddi v\u00e0 gi\u1ebft ch\u1ebft g\u1ea7n 800. Hi\u1ec7n t\u1ea1i, ch\u00fang t\u00f4i ‘ li\u00ean t\u1ee5c khai th\u00e1c tin t\u1ee9c v\u00e0 ph\u01b0\u01a1ng ti\u1ec7n truy\u1ec1n th\u00f4ng x\u00e3 h\u1ed9i.<\/p>\n

Brownstein nh\u1ea5n m\u1ea1nh r\u1eb1ng AI c\u1ee7a \u00f4ng kh\u00f4ng nh\u1eb1m thay th\u1ebf c\u00f4ng vi\u1ec7c thu th\u1eadp th\u00f4ng tin c\u1ee7a c\u00e1c nh\u00e0 l\u00e3nh \u0111\u1ea1o y t\u1ebf c\u00f4ng c\u1ed9ng, m\u00e0 l\u00e0 \u0111\u1ec3 b\u1ed5 sung cho nh\u1eefng n\u1ed7 l\u1ef1c c\u1ee7a h\u1ecd b\u1eb1ng c\u00e1ch bi\u00ean so\u1ea1n v\u00e0 l\u1ecdc th\u00f4ng tin \u0111\u1ec3 gi\u00fap h\u1ecd \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh trong nh\u1eefng t\u00ecnh hu\u1ed1ng thay \u0111\u1ed5i nhanh ch\u00f3ng.<\/p>\n

Ch\u00fang t\u00f4i s\u1eed d\u1ee5ng m\u00e1y h\u1ecdc \u0111\u1ec3 c\u1ea1o t\u1ea5t c\u1ea3 th\u00f4ng tin, ph\u00e2n lo\u1ea1i th\u00f4ng tin, g\u1eafn th\u1ebb v\u00e0 l\u1ecdc n\u00f3 – v\u00e0 sau \u0111\u00f3 th\u00f4ng tin \u0111\u00f3 \u0111\u01b0\u1ee3c chuy\u1ec3n \u0111\u1ebfn c\u00e1c \u0111\u1ed3ng nghi\u1ec7p c\u1ee7a ch\u00fang t\u00f4i t\u1ea1i WHO, nh\u1eefng ng\u01b0\u1eddi \u0111ang xem x\u00e9t th\u00f4ng tin n\u00e0y c\u1ea3 ng\u00e0y v\u00e0 \u0111\u00e1nh gi\u00e1, \u00f4ng Brown Brown n\u00f3i.<\/p>\n

V\u1eabn c\u00f2n c\u00f3 th\u00e1ch th\u1ee9c trong vi\u1ec7c ph\u00e2n t\u00edch c\u00fa ph\u00e1p xem m\u1ed9t s\u1ed1 th\u00f4ng tin \u0111\u00f3 c\u00f3 \u00fd ngh\u0129a hay kh\u00f4ng. Nh\u1eefng c\u00f4ng c\u1ee5 gi\u00e1m s\u00e1t AI n\u00e0y \u0111\u00e3 c\u00f3 s\u1eb5n trong y t\u1ebf c\u00f4ng c\u1ed9ng trong h\u01a1n m\u1ed9t th\u1eadp k\u1ef7, nh\u01b0ng nh\u1eefng ti\u1ebfn b\u1ed9 g\u1ea7n \u0111\u00e2y trong h\u1ecdc m\u00e1y, k\u1ebft h\u1ee3p v\u1edbi t\u00ednh kh\u1ea3 d\u1ee5ng c\u1ee7a d\u1eef li\u1ec7u l\u1edbn h\u01a1n, \u0111ang khi\u1ebfn ch\u00fang tr\u1edf n\u00ean m\u1ea1nh m\u1ebd h\u01a1n nhi\u1ec1u. H\u1ecd c\u0169ng cho ph\u00e9p s\u1eed d\u1ee5ng v\u01b0\u1ee3t ra ngo\u00e0i s\u1ef1 gi\u00e1m s\u00e1t c\u01a1 b\u1ea3n, \u0111\u1ec3 gi\u00fap c\u00e1c quan ch\u1ee9c d\u1ef1 \u0111o\u00e1n ch\u00ednh x\u00e1c h\u01a1n v\u1ec1 m\u1ee9c \u0111\u1ed9 l\u00e2y lan nhanh v\u00e0 lan r\u1ed9ng nh\u01b0 th\u1ebf n\u00e0o, v\u00e0 lo\u1ea1i ng\u01b0\u1eddi n\u00e0o c\u00f3 kh\u1ea3 n\u0103ng b\u1ecb \u1ea3nh h\u01b0\u1edfng nh\u1ea5t.<\/p>\n

Don Woodlock, ph\u00f3 ch\u1ee7 t\u1ecbch c\u1ee7a InterSystems, m\u1ed9t nh\u00e0 cung c\u1ea5p s\u1ee9c kh\u1ecfe \u0111i\u1ec7n t\u1eed to\u00e0n c\u1ea7u cho bi\u1ebft, m\u00e1y h\u1ecdc r\u1ea5t t\u1ed1t trong vi\u1ec7c x\u00e1c \u0111\u1ecbnh c\u00e1c m\u1eabu trong d\u1eef li\u1ec7u, ch\u1eb3ng h\u1ea1n nh\u01b0 c\u00e1c y\u1ebfu t\u1ed1 r\u1ee7i ro c\u00f3 th\u1ec3 x\u00e1c \u0111\u1ecbnh m\u00e3 zip ho\u1eb7c \u0111o\u00e0n h\u1ec7 c\u1ee7a nh\u1eefng ng\u01b0\u1eddi c\u00f3 li\u00ean quan \u0111\u1ebfn virus. h\u1ed3 s\u01a1 \u0111ang gi\u00fap c\u00e1c nh\u00e0 cung c\u1ea5p \u1edf Trung Qu\u1ed1c ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u1ec1 b\u1ec7nh nh\u00e2n coronavirus.<\/p>\n

Khi c\u00e1c ph\u01b0\u01a1ng ph\u00e1p \u0111i\u1ec1u tr\u1ecb kh\u00e1c nhau \u0111\u01b0\u1ee3c th\u1eed nghi\u1ec7m, \u00f4ng n\u00f3i th\u00eam, ch\u00fang t\u00f4i c\u0169ng c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng m\u00e1y h\u1ecdc \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh nh\u1eefng g\u00ec c\u00f3 th\u1ec3 l\u00e0m vi\u1ec7c v\u1edbi virus.V\u1eabn c\u00f2n qu\u00e1 s\u1edbm \u0111\u1ec3 b\u00f9ng ph\u00e1t nh\u1eefng lo\u1ea1i ph\u00e2n t\u00edch \u0111\u00f3, nh\u01b0ng c\u00e1c c\u00f4ng c\u1ee5 AI c\u00f3 th\u1ec3 gi\u00fap \u0111\u1ea9y nhanh nghi\u00ean c\u1ee9u \u0111\u00f3 m\u1ed9t khi c\u00f3 th\u00eam d\u1eef li\u1ec7u.<\/p>\n

T\u00e1c \u0111\u1ed9ng th\u1ef1c s\u1ef1 c\u1ee7a AI trong vi\u1ec7c \u0111\u1ed1i ph\u00f3 v\u1edbi s\u1ef1 b\u00f9ng ph\u00e1t c\u1ee7a coronavirus c\u00f3 l\u1ebd s\u1ebd kh\u00f4ng \u0111\u01b0\u1ee3c bi\u1ebft \u0111\u1ebfn trong v\u00e0i n\u0103m.Brownstein cho bi\u1ebft nh\u1eefng n\u1ed7 l\u1ef1c khai th\u00e1c s\u1ee9c m\u1ea1nh c\u1ee7a AI \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n ti\u1ebfn tr\u00ecnh c\u1ee7a b\u1ec7nh – v\u00e0 quy m\u00f4 c\u1ee7a t\u00e1c \u0111\u1ed9ng – \u0111ang di\u1ec5n ra v\u1edbi t\u1ed1c \u0111\u1ed9 ch\u00f3ng m\u1eb7t. C\u00e1c nh\u00f3m tr\u00ean to\u00e0n qu\u1ed1c \u0111ang ph\u00e1t tri\u1ec3n c\u00e1c m\u00f4 h\u00ecnh l\u00e2y lan (c\u1ee7a coronavirus) trong n\u01b0\u1edbc v\u00e0 qu\u1ed1c t\u1ebf, theo \u00f4ng, th\u00eam r\u1eb1ng Healthmap.org \u0111ang h\u1ee3p t\u00e1c v\u1edbi m\u1ed9t c\u00f4ng ty kh\u1edfi nghi\u1ec7p \u1edf Boston c\u00f3 t\u00ean Buoy Health \u0111\u1ec3 x\u00e2y d\u1ef1ng m\u1ed9t c\u00f4ng c\u1ee5 ki\u1ec3m tra tri\u1ec7u ch\u1ee9ng \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 c\u00e1c tri\u1ec7u ch\u1ee9ng c\u1ee7a coronavirus. ph\u00e2n bi\u1ec7t v\u1edbi c\u00fam theo m\u00f9a.<\/p>\n

\u0110i\u1ec1u \u0111\u00f3 h\u1ee9a h\u1eb9n s\u1ebd l\u00e0 m\u1ed9t th\u00e1ch th\u1ee9c l\u1edbn \u0111\u1ed1i v\u1edbi c\u00e1c quan ch\u1ee9c y t\u1ebf c\u00f4ng c\u1ed9ng trong nh\u1eefng th\u00e1ng t\u1edbi, khi h\u1ecd l\u00e0m vi\u1ec7c \u0111\u1ec3 ph\u00e2n b\u1ed5 c\u00e1c ngu\u1ed3n l\u1ef1c \u0111\u1ec3 ch\u1ee9a virus v\u00e0 qu\u1ea3n l\u00fd m\u1ed9t lo\u1ea1t c\u00e1c tr\u01b0\u1eddng h\u1ee3p c\u00f3 th\u1ec3 \u0111\u1ebfn c\u00e1c ph\u00f2ng c\u1ea5p c\u1ee9u. Ch\u00fang t\u00f4i c\u00e0ng t\u1eadp trung v\u00e0o c\u00e1c n\u1ed7 l\u1ef1c can thi\u1ec7p, x\u00e1c \u0111\u1ecbnh c\u00e1c tr\u01b0\u1eddng h\u1ee3p c\u00e0ng s\u1edbm c\u00e0ng t\u1ed1t v\u00e0 c\u00e1ch ly nh\u1eefng tr\u01b0\u1eddng h\u1ee3p \u0111\u00f3, ch\u00fang t\u00f4i c\u00e0ng c\u00f3 c\u01a1 h\u1ed9i h\u1ea1n ch\u1ebf t\u00e1c \u0111\u1ed9ng to\u00e0n c\u1ea7u c\u1ee7a lo\u1ea1i virus n\u00e0y, \u00f4ng Brown Brownstein n\u00f3i.<\/p>\n

L\u00e0m th\u1ebf n\u00e0o BlueDot d\u1ef1 \u0111o\u00e1n coronavirus s\u1eed d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI)?<\/h2>\n

Trong th\u1eddi gian b\u00f9ng ph\u00e1t virus m\u00e0 Trung Qu\u1ed1c v\u00e0 c\u00e1c qu\u1ed1c gia kh\u00e1c \u0111ang ph\u1ea3i \u0111\u1ed1i m\u1eb7t, th\u1eddi gian l\u00e0 \u0111i\u1ec1u c\u1ed1t y\u1ebfu. C\u1ea3nh b\u00e1o c\u00e0ng s\u1edbm, c\u01a1 h\u1ed9i \u0111\u1ec3 ng\u0103n ch\u1eb7n s\u1ef1 l\u00e2y lan c\u00e0ng t\u1ed1t.Tuy nhi\u00ean, m\u1ed9t v\u1ea5n \u0111\u1ec1 l\u00e0 c\u00e1c ch\u00ednh ph\u1ee7 \u0111\u00f4i khi t\u1ecf ra th\u1eadn tr\u1ecdng khi chia s\u1ebb th\u00f4ng tin.<\/p>\n

\u0110\u00f3 l\u00e0 tr\u01b0\u1eddng h\u1ee3p v\u00e0o n\u0103m 2002 v\u00e0 2003, khi ch\u00ednh quy\u1ec1n Trung Qu\u1ed1c b\u1ecb bu\u1ed9c t\u1ed9i che \u0111\u1eady d\u1ecbch SARS m\u00e0 cu\u1ed1i c\u00f9ng \u0111\u00e3 c\u01b0\u1edbp \u0111i h\u01a1n 740 m\u1ea1ng s\u1ed1ng tr\u00ean kh\u1eafp th\u1ebf gi\u1edbi.Nh\u01b0ng ngay c\u1ea3 khi B\u1eafc Kinh cung c\u1ea5p \u00edt th\u00f4ng tin h\u01a1n, th\u1ebf gi\u1edbi hi\u1ec7n c\u00f3 c\u00e1c c\u00f4ng c\u1ee5 th\u00f4ng tin t\u1ed1t h\u01a1n theo c\u00e1ch c\u1ee7a n\u00f3 so v\u1edbi 17 n\u0103m tr\u01b0\u1edbc. M\u1ed9t \u0111\u01b0\u1ee3c cung c\u1ea5p b\u1edfi Bluedot, m\u1ed9t c\u00f4ng ty kh\u1edfi nghi\u1ec7p \u1edf Toronto c\u00f3 n\u1ec1n t\u1ea3ng theo d\u00f5i s\u1ee9c kh\u1ecfe do AI \u0111i\u1ec1u khi\u1ec3n ph\u00e2n t\u00edch h\u00e0ng t\u1ef7 \u0111i\u1ec3m d\u1eef li\u1ec7u.<\/p>\n

Ra m\u1eaft v\u00e0o n\u0103m 2014, li\u00ean doanh \u0111\u00e3 c\u1ea3nh b\u00e1o kh\u00e1ch h\u00e0ng c\u1ee7a m\u00ecnh v\u1ec1 s\u1ef1 b\u00f9ng ph\u00e1t v\u00e0o ng\u00e0y 31 th\u00e1ng 12, tr\u01b0\u1edbc c\u00e1c th\u00f4ng b\u00e1o t\u1eeb T\u1ed5 ch\u1ee9c Y t\u1ebf Th\u1ebf gi\u1edbi v\u00e0 Trung t\u00e2m Ki\u1ec3m so\u00e1t v\u00e0 Ph\u00f2ng ng\u1eeba D\u1ecbch b\u1ec7nh Hoa K\u1ef3.C\u00f4ng ty n\u00f3i r\u1eb1ng n\u00f3 s\u1eed d\u1ee5ng c\u00e1c ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn \u0111\u1ec3 theo d\u00f5i v\u00e0 d\u1ef1 \u0111o\u00e1n s\u1ef1 l\u00e2y lan c\u1ee7a c\u00e1c b\u1ec7nh truy\u1ec1n nhi\u1ec5m nguy hi\u1ec3m nh\u1ea5t th\u1ebf gi\u1edbi. Th\u00e1ng 8 v\u1eeba qua, h\u1ecd \u0111\u00e3 c\u00f4ng b\u1ed1 m\u1ed9t v\u00f2ng \u0111\u1ea7u t\u01b0 mang l\u1ea1i t\u1ed5ng kinh ph\u00ed l\u00ean t\u1edbi kho\u1ea3ng 10 tri\u1ec7u \u0111\u00f4 la.<\/p>\n

Bluedot s\u1eed d\u1ee5ng c\u00e1c k\u1ef9 thu\u1eadt x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean v\u00e0 m\u00e1y h\u1ecdc \u0111\u1ec3 s\u00e0ng l\u1ecdc th\u00f4ng qua c\u00e1c b\u00e1o c\u00e1o tin t\u1ee9c to\u00e0n c\u1ea7u, d\u1eef li\u1ec7u h\u00e0ng kh\u00f4ng v\u00e0 b\u00e1o c\u00e1o v\u1ec1 d\u1ecbch b\u1ec7nh \u0111\u1ed9ng v\u1eadt, nh\u01b0 \u0111\u01b0\u1ee3c m\u00f4 t\u1ea3 b\u1edfi Wired. C\u00e1c nh\u00e0 d\u1ecbch t\u1ec5 h\u1ecdc xem x\u00e9t c\u00e1c k\u1ebft qu\u1ea3 t\u1ef1 \u0111\u1ed9ng, v\u00e0 n\u1ebfu m\u1ecdi th\u1ee9 ki\u1ec3m tra, c\u00f4ng ty s\u1ebd g\u1eedi th\u00f4ng b\u00e1o cho kh\u00e1ch h\u00e0ng c\u1ee7a m\u00ecnh trong c\u00e1c l\u0129nh v\u1ef1c c\u00f4ng c\u1ed9ng v\u00e0 t\u01b0 nh\u00e2n.BlueDot c\u1ed1 g\u1eafng theo d\u00f5i v\u00e0 di chuy\u1ec3n th\u00f4ng tin nhanh h\u01a1n c\u0103n b\u1ec7nh c\u00f3 th\u1ec3 di chuy\u1ec3n. N\u00f3 \u0111\u00e3 d\u1ef1 \u0111o\u00e1n ch\u00ednh x\u00e1c n\u01a1i b\u00ean ngo\u00e0i Trung Qu\u1ed1c \u0111\u1ea1i l\u1ee5c, virus V\u0169 H\u00e1n s\u1ebd h\u1ea1 c\u00e1nh t\u1ea1i Bangkok Bangkok, Seoul, \u0110\u00e0i B\u1eafc, Tokyo, ngay sau khi xu\u1ea5t hi\u1ec7n l\u1ea7n \u0111\u1ea7u.Ng\u01b0\u1eddi s\u00e1ng l\u1eadp c\u00f4ng ty Kamran Khan n\u00f3i v\u1edbi b\u00e1o ch\u00ed Canada, m\u1ed9t m\u1eb7t, th\u1ebf gi\u1edbi \u0111ang thay \u0111\u1ed5i nhanh ch\u00f3ng, n\u01a1i b\u1ec7nh t\u1eadt \u0111ang n\u1ed5i l\u00ean v\u00e0 lan nhanh h\u01a1n. M\u1eb7t kh\u00e1c, ch\u00fang t\u00f4i t\u00ecnh c\u1edd c\u00f3 quy\u1ec1n truy c\u1eadp d\u1eef li\u1ec7u ng\u00e0y c\u00e0ng t\u0103ng, ch\u00fang t\u00f4i c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng L\u1edaN \u0111\u1ec3 t\u1ea1o hi\u1ec3u bi\u1ebft v\u00e0 lan truy\u1ec1n ch\u00fang nhanh h\u01a1n c\u00e1c b\u1ec7nh l\u00e2y lan.\u00a0<\/span><\/p>\n

AI l\u00e0 t\u01b0\u01a1ng lai c\u1ee7a ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe\u00a0<\/h2>\n

R\u00f5 r\u00e0ng l\u00e0 AI v\u00e0 c\u00e1c k\u1ef9 thu\u1eadt Machine Learning ch\u1eafc ch\u1eafn s\u1ebd l\u00e0 t\u01b0\u01a1ng lai c\u1ee7a ng\u00e0nh ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe v\u00e0 c\u00f3 th\u1ec3 ph\u00e1 v\u1ee1 ng\u00e0nh c\u00f4ng nghi\u1ec7p m\u00e3i m\u00e3i. Theo Frost & Sullivan, c\u00e1c h\u1ec7 th\u1ed1ng AI \u0111\u01b0\u1ee3c d\u1ef1 \u0111o\u00e1n l\u00e0 ng\u00e0nh c\u00f4ng nghi\u1ec7p tr\u1ecb gi\u00e1 6 t\u1ef7 \u0111\u00f4 la v\u00e0o n\u0103m 2021.<\/p>\n

M\u1ed9t nghi\u00ean c\u1ee9u g\u1ea7n \u0111\u00e2y c\u1ee7a McKinsey \u0111\u00e3 d\u1ef1 \u0111o\u00e1n ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe l\u00e0 m\u1ed9t trong 5 ng\u00e0nh c\u00f4ng nghi\u1ec7p h\u00e0ng \u0111\u1ea7u v\u1edbi h\u01a1n 50 tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng c\u00f3 li\u00ean quan \u0111\u1ebfn AI v\u00e0 h\u01a1n 1 t\u1ef7 USD t\u0103ng v\u1ed1n ch\u1ee7 s\u1edf h\u1eefu kh\u1edfi nghi\u1ec7p.AI trong ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe v\u1ec1 c\u01a1 b\u1ea3n s\u1ebd t\u00e1c \u0111\u1ed9ng \u0111\u1ebfn 3 kh\u00eda c\u1ea1nh ch\u00ednh c\u1ee7a ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe – B\u1ec7nh nh\u00e2n, B\u00e1c s\u0129 v\u00e0 Qu\u1ea3n tr\u1ecb \/ Ho\u1ea1t \u0111\u1ed9ng. M\u1eb7c d\u00f9 c\u00e1c c\u00f4ng c\u1ee5 v\u00e0 bot AI s\u1ebd \u0111\u01b0\u1ee3c tri\u1ec3n khai \u1edf m\u1ecdi c\u1ea5p \u0111\u1ed9 trong h\u00e0nh tr\u00ecnh y t\u1ebf c\u1ee7a b\u1ec7nh nh\u00e2n, nh\u01b0ng \u0111\u00f3 l\u00e0 t\u00e1c \u0111\u1ed9ng t\u1ed5ng th\u1ec3 m\u00e0 n\u00f3 s\u1ebd l\u00e0m cho \u0111i\u1ec1u \u0111\u00f3 th\u1ef1c s\u1ef1 s\u1ebd ph\u00e1 v\u1ee1 ng\u00e0nh c\u00f4ng nghi\u1ec7p.<\/p>\n

AI s\u1ebd li\u00ean t\u1ee5c t\u1eadp h\u1ee3p t\u1ea5t c\u1ea3 c\u00e1c h\u1ed3 s\u01a1 trong qu\u00e1 kh\u1ee9 c\u1ee7a m\u1ed9t b\u1ec7nh nh\u00e2n, c\u00f9ng v\u1edbi nh\u1eefng hi\u1ec3u bi\u1ebft, s\u1eed d\u1ee5ng d\u1eef li\u1ec7u \u0111\u00f3 \u0111\u1ec3 ch\u1ea9n \u0111o\u00e1n, l\u1ea7n l\u01b0\u1ee3t \u0111i\u1ec1u tr\u1ecb v\u00e0 cu\u1ed1i c\u00f9ng l\u00e0 duy tr\u00ec s\u1ee9c kh\u1ecfe.K\u1ebft l\u1ea1i: Khi th\u1ebf gi\u1edbi thay \u0111\u1ed5i nhanh ch\u00f3ng, nh\u1eefng c\u0103n b\u1ec7nh n\u00e0y \u0111ang n\u1ed5i l\u00ean v\u00e0 lan r\u1ed9ng v\u1edbi t\u1ed1c \u0111\u1ed9 nhanh.<\/p>\n

Tuy nhi\u00ean, v\u1edbi c\u00e1c c\u00f4ng c\u1ee5 AI v\u00e0 ph\u1ea7n m\u1ec1m kh\u00e1c nhau, vi\u1ec7c truy c\u1eadp d\u1eef li\u1ec7u t\u0103ng l\u00ean c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng t\u1ed1t. S\u1ef1 gia t\u0103ng \u0111\u00e1ng k\u1ec3 c\u1ee7a d\u1eef li\u1ec7u c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 t\u1ea1o ra nh\u1eefng hi\u1ec3u bi\u1ebft quan tr\u1ecdng v\u00e0 l\u1ea7n l\u01b0\u1ee3t h\u00e0nh \u0111\u1ed9ng d\u1ef1a tr\u00ean ch\u00fang do \u0111\u00f3 truy\u1ec1n b\u00e1 tin t\u1ee9c s\u1edbm h\u01a1n v\u00e0 nhanh h\u01a1n c\u0103n b\u1ec7nh c\u00f3 th\u1ec3 t\u1ef1 lan truy\u1ec1n.<\/p>\n

Ngu\u1ed3n tin t\u1ed5ng h\u1ee3p – Team d\u1ecbch #ITAN<\/a><\/p>\n

 <\/p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section]","protected":false},"excerpt":{"rendered":"

[et_pb_section fb_built=”1″ admin_label=”section” _builder_version=”3.22″][et_pb_row admin_label=”row” _builder_version=”3.25″ background_size=”initial” background_position=”top_left” background_repeat=”repeat”][et_pb_column type=”4_4″ _builder_version=”3.25″ custom_padding=”|||” custom_padding__hover=”|||”][et_pb_text admin_label=”Text” _builder_version=”3.27.4″ background_size=”initial” background_position=”top_left” background_repeat=”repeat” hover_enabled=”0″] V\u1edbi s\u1ef1 b\u00f9ng ph\u00e1t hi\u1ec7n nay, li\u00ean quan \u0111\u1ebfn m\u1ed9t lo\u1ea1i coronavirus c\u00f3 ngu\u1ed3n g\u1ed1c t\u1eeb V\u0169 H\u00e1n v\u00e0 \u0111\u1ebfn nay \u0111\u00e3 khi\u1ebfn g\u1ea7n 14.590 ng\u01b0\u1eddi nhi\u1ec5m b\u1ec7nh, 305 ng\u01b0\u1eddi ch\u1ebft v\u00e0 xu\u1ea5t hi\u1ec7n \u1edf 28 […]<\/p>\n","protected":false},"author":1,"featured_media":142,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2,3,1],"tags":[9,10],"class_list":["post-141","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence","category-bigdata","category-uncategorized","tag-ai","tag-bigdata"],"_links":{"self":[{"href":"https:\/\/itan.vn\/index.php\/wp-json\/wp\/v2\/posts\/141","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/itan.vn\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/itan.vn\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/itan.vn\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/itan.vn\/index.php\/wp-json\/wp\/v2\/comments?post=141"}],"version-history":[{"count":1,"href":"https:\/\/itan.vn\/index.php\/wp-json\/wp\/v2\/posts\/141\/revisions"}],"predecessor-version":[{"id":557,"href":"https:\/\/itan.vn\/index.php\/wp-json\/wp\/v2\/posts\/141\/revisions\/557"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/itan.vn\/index.php\/wp-json\/"}],"wp:attachment":[{"href":"https:\/\/itan.vn\/index.php\/wp-json\/wp\/v2\/media?parent=141"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/itan.vn\/index.php\/wp-json\/wp\/v2\/categories?post=141"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/itan.vn\/index.php\/wp-json\/wp\/v2\/tags?post=141"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}