{"id":23759,"date":"2024-10-04T15:56:36","date_gmt":"2024-10-04T08:56:36","guid":{"rendered":"https:\/\/digi-texx.com\/case-studies\/chu-thich-du-lieu-va-dan-nhan-du-lieu-truyen-thong-xa-hoi-de-du-doan-dai-dich\/"},"modified":"2024-11-12T11:35:12","modified_gmt":"2024-11-12T04:35:12","slug":"chu-thich-du-lieu-va-dan-nhan-du-lieu-truyen-thong-xa-hoi-de-du-doan-dai-dich","status":"publish","type":"case-studies","link":"https:\/\/digi-texx.com\/vi\/case-studies\/chu-thich-du-lieu-va-dan-nhan-du-lieu-truyen-thong-xa-hoi-de-du-doan-dai-dich\/","title":{"rendered":"Ch\u00fa Th\u00edch D\u1eef Li\u1ec7u V\u00e0 D\u00e1n Nh\u00e3n D\u1eef Li\u1ec7u Truy\u1ec1n Th\u00f4ng X\u00e3 H\u1ed9i \u0110\u1ec3 D\u1ef1 \u0110o\u00e1n \u0110\u1ea1i D\u1ecbch"},"content":{"rendered":"<div class=\"gb-container gb-container-049d4be1\"><div class=\"gb-inside-container\">\n\n<h2 class=\"gb-headline gb-headline-9ac0d6d3 gb-headline-text\"><span class=\"ez-toc-section\" id=\"THACH_THUC_TU_DOANH_NGHIEP\"><\/span>TH\u00c1CH TH\u1ee8C T\u1eea DOANH NGHI\u1ec6P<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"gb-headline gb-headline-2e78daf4 gb-headline-text\"><span class=\"ez-toc-section\" id=\"Khach_Hang_Cua_Chung_Toi\"><\/span><strong><strong><strong><span style=\"color: var(--accent);\" class=\"stk-highlight\"><strong>Kh\u00e1ch H\u00e0ng C\u1ee7a Ch\u00fang T\u00f4i<\/strong><\/span><\/strong><\/strong><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Kh\u00e1ch h\u00e0ng c\u1ee7a DIGI-TEXX l\u00e0 m\u1ed9t chuy\u00ean gia \u0111\u1ebfn t\u1eeb c\u00e1c tr\u01b0\u1eddng \u0111\u1ea1i h\u1ecdc nghi\u00ean c\u1ee9u h\u00e0ng \u0111\u1ea7u t\u1ea1i trung t\u00e2m Tokyo, Nh\u1eadt B\u1ea3n. V\u1edbi chuy\u00ean m\u00f4n v\u1ec1 s\u1ee9c kh\u1ecfe m\u00f4i tr\u01b0\u1eddng v\u00e0 khoa h\u1ecdc th\u00f4ng tin kh\u00f4ng gian, kh\u00e1ch h\u00e0ng ti\u1ebfn h\u00e0nh nhi\u1ec1u nghi\u00ean c\u1ee9u kh\u00e1c nhau v\u1ec1 t\u00e1c \u0111\u1ed9ng c\u1ee7a nh\u1eefng thay \u0111\u1ed5i m\u00f4i tr\u01b0\u1eddng \u0111\u1ed1i v\u1edbi con ng\u01b0\u1eddi b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng m\u00e1y h\u1ecdc v\u00e0 NLP. <\/p>\n\n\n\n<p>Kh\u00e1ch h\u00e0ng \u0111\u00e3 nghi\u00ean c\u1ee9u \u1ee9ng d\u1ee5ng m\u00e1y h\u1ecdc v\u00e0o d\u1eef li\u1ec7u t\u1eeb c\u00e1c ch\u1ee7 \u0111\u1ec1 li\u00ean quan \u0111\u1ebfn b\u1ec7nh t\u1eadt tr\u00ean m\u1ea1ng x\u00e3 h\u1ed9i, c\u00f3 th\u1ec3 \u00e1p d\u1ee5ng \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n l\u00e0n s\u00f3ng \u0111\u1ea1i d\u1ecbch.<\/p>\n\n\n<style>.kb-image23566_f519d9-68 .kb-image-has-overlay:after{opacity:0.3;}<\/style>\n<div class=\"wp-block-kadence-image kb-image23566_f519d9-68\"><figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"740\" height=\"416\" src=\"https:\/\/digi-texx.com\/wp-content\/uploads\/2024\/10\/Data-Annotation-and-Labeling-Social-Media-Data-To-Predict-The-Pandemic_Thumbnail.jpg\" alt=\"Ch\u00fa th\u00edch d\u1eef li\u1ec7u v\u00e0 d\u00e1n nh\u00e3n d\u1eef li\u1ec7u truy\u1ec1n th\u00f4ng x\u00e3 h\u1ed9i \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n \u0111\u1ea1i d\u1ecbch_Thumbnail\" class=\"kb-img wp-image-23588\" title=\"\" srcset=\"https:\/\/digi-texx.com\/wp-content\/uploads\/2024\/10\/Data-Annotation-and-Labeling-Social-Media-Data-To-Predict-The-Pandemic_Thumbnail.jpg 740w, https:\/\/digi-texx.com\/wp-content\/uploads\/2024\/10\/Data-Annotation-and-Labeling-Social-Media-Data-To-Predict-The-Pandemic_Thumbnail-300x169.jpg 300w\" sizes=\"auto, (max-width: 740px) 100vw, 740px\" \/><\/figure><\/div>\n\n\n\n<h3 class=\"gb-headline gb-headline-fe55f590 gb-headline-text\"><span class=\"ez-toc-section\" id=\"Thach_Thuc\"><\/span><strong><strong><strong><span style=\"color: var(--accent);\" class=\"stk-highlight\"><strong>Th\u00e1ch Th\u1ee9c:<\/strong><\/span><\/strong><\/strong><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><strong><em><strong><em><span style=\"color: var(--accent);\" class=\"stk-highlight\">D\u1eef li\u1ec7u s\u00e2u s\u1eafc n\u1eb1m trong b\u00e0i \u0111\u0103ng tr\u00ean m\u1ea1ng x\u00e3 h\u1ed9i h\u00e0ng ng\u00e0y <\/span><\/em><\/strong><\/em><\/strong><\/p>\n\n\n\n<p>Quay tr\u1edf l\u1ea1i hi\u1ec7n t\u1ea1i, ch\u1ee9ng ki\u1ebfn m\u1ed1i \u0111e d\u1ecda c\u1ee7a COVID-19 \u0111\u1ed1i v\u1edbi s\u1ee9c kh\u1ecfe to\u00e0n c\u1ea7u, d\u1eef li\u1ec7u m\u1ea1ng x\u00e3 h\u1ed9i \u0111\u00e3 nh\u1eadn \u0111\u01b0\u1ee3c s\u1ef1 ch\u00fa \u00fd c\u1ee7a c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u. \u0110\u1eb7c bi\u1ec7t l\u00e0 <a href=\"https:\/\/twitter.com\/\" target=\"_blank\" rel=\"noopener\"><strong>X<\/strong><\/a> (Twitter), c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 kh\u00e1m ph\u00e1 nhi\u1ec1u kh\u00eda c\u1ea1nh trong vi\u1ec7c d\u1ef1 b\u00e1o kh\u1ea3 n\u0103ng l\u00e2y lan b\u1ec7nh t\u1eadt. <\/p>\n\n\n<style>.kb-image23566_e1a2b6-de .kb-image-has-overlay:after{opacity:0.3;}<\/style>\n<div class=\"wp-block-kadence-image kb-image23566_e1a2b6-de\"><figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"740\" height=\"416\" src=\"https:\/\/digi-texx.com\/wp-content\/uploads\/2024\/10\/Data-Annotation-and-Labeling-Social-Media-Data-To-Predict-The-Pandemic-2.jpg\" alt=\"Ch\u00fa th\u00edch d\u1eef li\u1ec7u v\u00e0 d\u00e1n nh\u00e3n d\u1eef li\u1ec7u truy\u1ec1n th\u00f4ng x\u00e3 h\u1ed9i \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n \u0111\u1ea1i d\u1ecbch 2\" class=\"kb-img wp-image-23575\" title=\"\" srcset=\"https:\/\/digi-texx.com\/wp-content\/uploads\/2024\/10\/Data-Annotation-and-Labeling-Social-Media-Data-To-Predict-The-Pandemic-2.jpg 740w, https:\/\/digi-texx.com\/wp-content\/uploads\/2024\/10\/Data-Annotation-and-Labeling-Social-Media-Data-To-Predict-The-Pandemic-2-300x169.jpg 300w\" sizes=\"auto, (max-width: 740px) 100vw, 740px\" \/><\/figure><\/div>\n\n\n\n<p>Theo<a href=\"https:\/\/www.ncbi.nlm.nih.gov\/pmc\/articles\/PMC7906737\/\" target=\"_blank\" rel=\"noopener\"> Th\u01b0 vi\u1ec7n Y khoa Qu\u1ed1c gia<\/a>, b\u1eb1ng c\u00e1ch thu th\u1eadp c\u00e1c ch\u1ec9 m\u1ee5c t\u00ecm ki\u1ebfm tr\u00ean m\u1ea1ng x\u00e3 h\u1ed9i v\u1ec1 c\u00e1c tri\u1ec7u ch\u1ee9ng c\u1ee7a COVID-19, nhi\u1ec1u nghi\u00ean c\u1ee9u \u0111\u00e3 ch\u1ec9 ra r\u1eb1ng c\u00e1c tr\u01b0\u1eddng h\u1ee3p nghi ng\u1edd m\u1edbi \u0111\u01b0\u1ee3c d\u1ef1 b\u00e1o tr\u01b0\u1edbc 6\u20139 ng\u00e0y ho\u1eb7c th\u1eadm ch\u00ed s\u1edbm h\u01a1n t\u1edbi 1-2 tu\u1ea7n so v\u1edbi h\u1ed3 s\u01a1 ch\u00ednh th\u1ee9c. <\/p>\n\n\n\n<p>Trong <a href=\"https:\/\/www.ncbi.nlm.nih.gov\/pmc\/articles\/PMC8085269\/pdf\/fpubh-09-656635.pdf\" target=\"_blank\" rel=\"noopener\">T\u1ea1p ch\u00ed Frontiers in Public Health Journal<\/a> v\u00e0o n\u0103m 2021, xem x\u00e9t c\u00e1c lu\u1ed3ng d\u1eef li\u1ec7u k\u1ef9 thu\u1eadt s\u1ed1 nh\u01b0 nh\u1eefng t\u00edn hi\u1ec7u ban \u0111\u1ea7u v\u1ec1 s\u1ef1 b\u00f9ng ph\u00e1t COVID-19 \u1edf Canada v\u00e0 Hoa K\u1ef3. H\u1ecd ph\u00e1t hi\u1ec7n ra r\u1eb1ng c\u00e1c b\u00e0i \u0111\u0103ng li\u00ean quan \u0111\u1ebfn tri\u1ec7u ch\u1ee9ng t\u1eeb X (Twitter) cho th\u1ea5y hi\u1ec7u su\u1ea5t d\u1ef1 \u0111o\u00e1n t\u1ed1t nh\u1ea5t b\u1eb1ng c\u00e1ch d\u1ef1 \u0111o\u00e1n 100% c\u00e1c \u0111\u1ee3t \u0111\u1ea7u ti\u00ean s\u1edbm h\u01a1n kho\u1ea3ng 2\u20136 ng\u00e0y so v\u1edbi c\u00e1c lu\u1ed3ng d\u1eef li\u1ec7u kh\u00e1c. <\/p>\n\n\n\n<p>M\u1eb7c d\u00f9 ph\u01b0\u01a1ng ti\u1ec7n truy\u1ec1n th\u00f4ng x\u00e3 h\u1ed9i c\u00f3 nhi\u1ec1u l\u1ee3i th\u1ebf ti\u1ec1m n\u0103ng cho nghi\u00ean c\u1ee9u, kh\u00e1ch h\u00e0ng c\u1ee7a ch\u00fang t\u00f4i \u0111\u00e3 g\u1eb7p ph\u1ea3i m\u1ed9t s\u1ed1 r\u00e0o c\u1ea3n. Kh\u1ed1i l\u01b0\u1ee3ng d\u1eef li\u1ec7u l\u1edbn c\u1ea7n \u0111\u01b0\u1ee3c ch\u00fa th\u00edch ch\u00ednh x\u00e1c c\u00f9ng v\u1edbi th\u1eddi h\u1ea1n g\u1ea5p r\u00fat l\u00e0 m\u1ed9t th\u00e1ch th\u1ee9c \u0111\u00e1ng k\u1ec3 \u0111\u1ed1i v\u1edbi h\u1ecd. <\/p>\n\n\n\n<p>Ngo\u00e0i ra, d\u1eef li\u1ec7u c\u1ee7a n\u1ec1n t\u1ea3ng m\u1ee5c ti\u00eau &#8211; <a href=\"https:\/\/twitter.com\/\" target=\"_blank\" rel=\"noopener\"><strong>X<\/strong><\/a> (Twitter), th\u01b0\u1eddng c\u00f3 v\u0103n b\u1ea3n ng\u1eafn v\u00e0 s\u1eed d\u1ee5ng ph\u1ed5 bi\u1ebfn c\u00e1c ch\u1eef vi\u1ebft t\u1eaft, hashtag, v.v., khi\u1ebfn vi\u1ec7c hi\u1ec3u th\u00f4ng tin theo ng\u1eef c\u1ea3nh tr\u1edf n\u00ean kh\u00f3 kh\u0103n.<\/p>\n\n\n\n<h3 class=\"gb-headline gb-headline-25fbbbd3 gb-headline-text\"><span class=\"ez-toc-section\" id=\"Pham_vi_du_an\"><\/span><strong><strong><strong><span style=\"color: var(--accent);\" class=\"stk-highlight\">Ph\u1ea1m vi d\u1ef1 \u00e1n<\/span><\/strong><\/strong><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Ph\u00e2n lo\u1ea1i, g\u1eafn nh\u00e3n v\u00e0 s\u1eafp x\u1ebfp c\u00e1c tweet c\u1ee7a ng\u01b0\u1eddi d\u00f9ng tr\u00ean <strong><a href=\"https:\/\/twitter.com\/\" target=\"_blank\" rel=\"noopener\">X<\/a> <\/strong>(Twitter) d\u1ef1a tr\u00ean c\u00e1c ti\u00eau ch\u00ed \u0111\u01b0\u1ee3c x\u00e1c \u0111\u1ecbnh tr\u01b0\u1edbc: t\u1eeb kh\u00f3a, c\u1ee5m t\u1eeb v\u00e0 c\u1ea3m x\u00fac li\u00ean quan \u0111\u1ebfn c\u00e1c tri\u1ec7u ch\u1ee9ng gi\u1ed1ng c\u00fam. <\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong><span style=\"color: var(--accent);\" class=\"stk-highlight\">Kh\u1ed1i l\u01b0\u1ee3ng d\u1eef li\u1ec7u<\/span>: <\/strong> D\u1eef li\u1ec7u l\u1edbn c\u1ee7a kh\u00e1ch h\u00e0ng, bao g\u1ed3m 200.000 tweet, c\u1ea7n \u0111\u01b0\u1ee3c ch\u00fa th\u00edch trong v\u00f2ng 2 th\u00e1ng.<\/li>\n\n\n\n<li><strong><span style=\"color: var(--accent);\" class=\"stk-highlight\">Ng\u00f4n ng\u1eef<\/span>:<\/strong> Y\u00eau c\u1ea7u th\u00e0nh th\u1ea1o ti\u1ebfng Anh v\u00e0 ti\u1ebfng Trung.<\/li>\n\n\n\n<li><strong><span style=\"color: var(--accent);\" class=\"stk-highlight\">Nh\u1eefng c\u00e2n nh\u1eafc v\u1ec1 m\u1eb7t \u0111\u1ea1o \u0111\u1ee9c<\/span>:<\/strong> Tu\u00e2n th\u1ee7 c\u00e1c quy \u0111\u1ecbnh v\u1ec1 quy\u1ec1n ri\u00eang t\u01b0 v\u00e0 h\u01b0\u1edbng d\u1eabn \u0111\u1ea1o \u0111\u1ee9c. <\/li>\n\n\n\n<li><strong><span style=\"color: var(--accent);\" class=\"stk-highlight\">Th\u1eddi gian ph\u1ee5c v\u1ee5<\/span><\/strong>: 24\/7<\/li>\n<\/ul>\n\n<\/div><\/div><div class=\"gb-container gb-container-540b5898\"><div class=\"gb-inside-container\">\n\n<h2 class=\"gb-headline gb-headline-c2b72c8c gb-headline-text\"><span class=\"ez-toc-section\" id=\"GIAI_PHAP\"><\/span><strong><strong>GI\u1ea2I PH\u00c1P<\/strong><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"gb-headline gb-headline-91203dbc gb-headline-text\"><span class=\"ez-toc-section\" id=\"Chu_Thich_Van_Ban_Voi_Xu_Ly_Ngon_Ngu_Tu_Nhien\"><\/span><strong><strong><strong><span style=\"color: var(--accent);\" class=\"stk-highlight\"><span style=\"color: var(--accent);\" class=\"stk-highlight\"><strong>Ch\u00fa Th\u00edch V\u0103n B\u1ea3n V\u1edbi X\u1eed L\u00fd Ng\u00f4n Ng\u1eef T\u1ef1 Nhi\u00ean<\/strong><\/span><\/span><\/strong><\/strong><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>DIGI-TEXX cung c\u1ea5p d\u1ecbch v\u1ee5 <a href=\"https:\/\/digi-texx.com\/vi\/quan-ly-du-lieu\/chu-thich-va-dan-nhan-du-lieu\/\"><strong>ch\u00fa th\u00edch v\u0103n b\u1ea3n<\/strong><\/a> k\u1ebft h\u1ee3p v\u1edbi con ng\u01b0\u1eddi, k\u1ebft h\u1ee3p s\u1ee9c m\u1ea1nh c\u1ee7a m\u00e1y h\u1ecdc, x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean (NLP) v\u00e0 m\u1ed9t nh\u00f3m ch\u00fa th\u00edch d\u1eef li\u1ec7u c\u00f3 tr\u00ecnh \u0111\u1ed9 cao v\u1edbi tr\u00ecnh \u0111\u1ed9 ti\u1ebfng Anh v\u00e0 ti\u1ebfng Trung n\u00e2ng cao. Ph\u01b0\u01a1ng ph\u00e1p n\u00e0y t\u1ed1i \u01b0u h\u00f3a \u0111\u1ea7u ra cho d\u1ef1 \u00e1n, \u0111\u1ea3m b\u1ea3o ch\u00fa th\u00edch hi\u1ec7u qu\u1ea3 cho t\u1eadp d\u1eef li\u1ec7u l\u1edbn. <\/p>\n\n\n\n<p><strong><span style=\"color: var(--accent);\" class=\"stk-highlight\">Quy tr\u00ecnh ch\u00fa th\u00edch v\u0103n b\u1ea3n<\/span><\/strong>:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><span style=\"color: var(--accent);\" class=\"stk-highlight\"><strong>Ti\u1ec1n x\u1eed l\u00fd d\u1eef li\u1ec7u:<\/strong> <\/span> Ph\u00e2n lo\u1ea1i c\u00e1c danh m\u1ee5c c\u00f3 li\u00ean quan v\u00e0 lo\u1ea1i b\u1ecf d\u1eef li\u1ec7u kh\u00f4ng li\u00ean quan, n\u1ed9i dung tr\u00f9ng l\u1eb7p v\u00e0 n\u1ed9i dung g\u00e2y nhi\u1ec5u.<\/li>\n\n\n\n<li><strong><span style=\"color: var(--accent);\" class=\"stk-highlight\">Ph\u00e2n t\u00edch t\u1eeb kh\u00f3a v\u00e0 c\u1ea3m x\u00fac:<\/span><\/strong> S\u1eed d\u1ee5ng c\u00e1c k\u1ef9 thu\u1eadt NLP \u0111\u1ec3 ph\u00e2n t\u00edch v\u00e0 x\u00e1c \u0111\u1ecbnh c\u00e1c t\u1eeb kh\u00f3a v\u00e0 c\u1ee5m t\u1eeb c\u00f3 li\u00ean quan \u0111\u1ebfn c\u00e1c tri\u1ec7u ch\u1ee9ng gi\u1ed1ng c\u00fam. S\u1eed d\u1ee5ng c\u00e1c m\u00f4 h\u00ecnh h\u1ecdc m\u00e1y \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh t\u00ecnh c\u1ea3m li\u00ean quan \u0111\u1ebfn c\u00e1c t\u1eeb kh\u00f3a v\u00e0 c\u1ee5m t\u1eeb \u0111\u01b0\u1ee3c tr\u00edch xu\u1ea5t. <\/li>\n\n\n\n<li><strong><span style=\"color: var(--accent);\" class=\"stk-highlight\">Ghi nh\u00e3n d\u1eef li\u1ec7u:<\/span> <\/strong>Ghi nh\u00e3n m\u1ed9t t\u1eadp h\u1ee3p con d\u1eef li\u1ec7u v\u1edbi c\u00e1c danh m\u1ee5c c\u00f3 li\u00ean quan: \u201ckh\u1ea3 n\u0103ng l\u00e2y nhi\u1ec5m cao\u201d v\u00e0 \u201ckh\u1ea3 n\u0103ng th\u1ea5p ho\u1eb7c th\u00f4ng tin kh\u00f4ng \u0111\u1ea7y \u0111\u1ee7\u201d \u0111\u1ec3 cung c\u1ea5p d\u1eef li\u1ec7u hi\u1ec7u qu\u1ea3 v\u1edbi \u0111\u1ed9 ch\u00ednh x\u00e1c cho nhu c\u1ea7u c\u1ee5 th\u1ec3 c\u1ee7a kh\u00e1ch h\u00e0ng. <\/li>\n\n\n\n<li><strong><span style=\"color: var(--accent);\" class=\"stk-highlight\">\u0110\u1ea3m b\u1ea3o ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u:<\/span><\/strong> C\u00e1c ch\u00fa th\u00edch vi\u00ean c\u1ee7a ch\u00fang t\u00f4i \u0111\u00e3 ti\u1ebfn h\u00e0nh \u0111\u1ea3m b\u1ea3o ch\u1ea5t l\u01b0\u1ee3ng th\u01b0\u1eddng xuy\u00ean \u0111\u1ec3 theo d\u00f5i t\u00ednh ch\u00ednh x\u00e1c v\u00e0 t\u00ednh nh\u1ea5t qu\u00e1n c\u1ee7a d\u1ef1 \u00e1n. Ngo\u00e0i ra, m\u1ed9t v\u00f2ng ph\u1ea3n h\u1ed3i \u0111\u00e3 \u0111\u01b0\u1ee3c thi\u1ebft l\u1eadp \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 v\u00e0 n\u00e2ng cao hi\u1ec7u su\u1ea5t li\u00ean t\u1ee5c. <\/li>\n\n\n\n<li><strong><span style=\"color: var(--accent);\" class=\"stk-highlight\">Xu\u1ea5t v\u00e0 cung c\u1ea5p d\u1eef li\u1ec7u:<\/span> <\/strong>Cung c\u1ea5p t\u1eadp d\u1eef li\u1ec7u c\u00f3 ch\u00fa th\u00edch t\u01b0\u01a1ng th\u00edch v\u1edbi h\u1ec7 th\u1ed1ng c\u1ee7a kh\u00e1ch h\u00e0ng v\u00e0 \u0111\u1ec3 ph\u00e2n t\u00edch v\u00e0 nghi\u00ean c\u1ee9u th\u00eam.<\/li>\n<\/ol>\n\n\n<style>.kb-image23566_60d73f-52 .kb-image-has-overlay:after{opacity:0.3;}<\/style>\n<div class=\"wp-block-kadence-image kb-image23566_60d73f-52\"><figure class=\"aligncenter\"><img decoding=\"async\" src=\"https:\/\/digi-texx.com\/wp-content\/uploads\/2024\/10\/Text-Annotation-With-Natural-Language-Processing-Process.jpg\"     Quy   br alt=\"\" title=\"\">&#8221; class=&#8221;kb-img wp-image-23567&#8243;><\/figure><\/div>\n\n<\/div><\/div><div class=\"gb-container gb-container-3c64cdaf\"><div class=\"gb-inside-container\">\n<div class=\"gb-grid-wrapper gb-grid-wrapper-84dc8722\">\n<div class=\"gb-grid-column gb-grid-column-31652cd0\"><div class=\"gb-container gb-container-31652cd0\"><div class=\"gb-inside-container\">\n\n<h2 class=\"gb-headline gb-headline-6c0964bb gb-headline-text\"><span class=\"ez-toc-section\" id=\"KET_QUA_DAT_DUOC\"><\/span>K\u1ebeT QU\u1ea2 \u0110\u1ea0T \u0110\u01af\u1ee2C<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0110\u00e3 ch\u00fa th\u00edch ch\u00ednh x\u00e1c <strong><span style=\"color: var(--accent);\" class=\"stk-highlight\">200.000 b\u00e0i \u0111\u0103ng ti\u1ebfng Trung<\/span><\/strong> t\u1eeb n\u1ec1n t\u1ea3ng <a href=\"https:\/\/twitter.com\/\" target=\"_blank\" rel=\"noopener\"><strong>X<\/strong><\/a><\/li>\n\n\n\n<li>Ho\u00e0n th\u00e0nh d\u1ef1 \u00e1n trong v\u00f2ng <span style=\"color: var(--accent);\" class=\"stk-highlight\"> 2 th\u00e1ng<\/span>.<\/li>\n\n\n\n<li>T\u1ef7 l\u1ec7 ch\u00ednh x\u00e1c: <span style=\"color: var(--accent);\" class=\"stk-highlight\"><strong>100%<\/strong><\/span><\/li>\n\n\n\n<li>Ch\u00fang t\u00f4i cung c\u1ea5p d\u1eef li\u1ec7u ch\u00fa th\u00edch ch\u1ea5t l\u01b0\u1ee3ng cao \u0111\u1ec3 n\u00e2ng cao \u0111\u1ed9 ch\u00ednh x\u00e1c v\u00e0 hi\u1ec7u qu\u1ea3 c\u1ee7a thu\u1eadt to\u00e1n AI c\u1ee7a kh\u00e1ch h\u00e0ng.<\/li>\n\n\n\n<li>D\u1eef li\u1ec7u ch\u00fa th\u00edch c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 ph\u00e1t tri\u1ec3n c\u00e1c h\u1ec7 th\u1ed1ng c\u1ea3nh b\u00e1o s\u1edbm ch\u00ednh x\u00e1c v\u00e0 k\u1ecbp th\u1eddi h\u01a1n cho c\u00e1c \u0111\u1ea1i d\u1ecbch trong t\u01b0\u01a1ng lai, cho ph\u00e9p th\u1ef1c hi\u1ec7n c\u00e1c bi\u1ec7n ph\u00e1p ch\u1ee7 \u0111\u1ed9ng.<\/li>\n<\/ul>\n\n<\/div><\/div><\/div>\n\n<div class=\"gb-grid-column gb-grid-column-0123e88f\"><div class=\"gb-container gb-container-0123e88f\"><div class=\"gb-inside-container\">\n\n<figure class=\"gb-block-image gb-block-image-d804f78c\"><img loading=\"lazy\" decoding=\"async\" width=\"740\" height=\"416\" class=\"gb-image gb-image-d804f78c\" src=\"https:\/\/digi-texx.com\/wp-content\/uploads\/2024\/10\/Data-Annotation-and-Labeling-Social-Media-Data-To-Predict-The-Pandemic-3.jpg\" alt=\"Ch\u00fa th\u00edch d\u1eef li\u1ec7u v\u00e0 d\u00e1n nh\u00e3n d\u1eef li\u1ec7u truy\u1ec1n th\u00f4ng x\u00e3 h\u1ed9i \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n \u0111\u1ea1i d\u1ecbch 3\" title=\"Ch\u00fa th\u00edch d\u1eef li\u1ec7u v\u00e0 d\u00e1n nh\u00e3n d\u1eef li\u1ec7u truy\u1ec1n th\u00f4ng x\u00e3 h\u1ed9i \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n \u0111\u1ea1i d\u1ecbch 3\" srcset=\"https:\/\/digi-texx.com\/wp-content\/uploads\/2024\/10\/Data-Annotation-and-Labeling-Social-Media-Data-To-Predict-The-Pandemic-3.jpg 740w, https:\/\/digi-texx.com\/wp-content\/uploads\/2024\/10\/Data-Annotation-and-Labeling-Social-Media-Data-To-Predict-The-Pandemic-3-300x169.jpg 300w\" sizes=\"auto, (max-width: 740px) 100vw, 740px\" \/><\/figure>\n\n<\/div><\/div><\/div>\n<\/div>\n<\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>DIGI-TEXX cung c\u1ea5p d\u1ecbch v\u1ee5 ch\u00fa th\u00edch v\u0103n b\u1ea3n m\u1ea1nh m\u1ebd v\u1edbi s\u1ef1 tham gia c\u1ee7a con ng\u01b0\u1eddi, k\u1ebft h\u1ee3p s\u1ee9c m\u1ea1nh c\u1ee7a m\u00e1y h\u1ecdc, x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean (NLP)&#8230;<\/p>\n","protected":false},"featured_media":23586,"template":"","industries":[87],"class_list":["post-23759","case-studies","type-case-studies","status-publish","has-post-thumbnail","hentry","industries-giao-duc"],"acf":[],"_links":{"self":[{"href":"https:\/\/digi-texx.com\/vi\/wp-json\/wp\/v2\/case-studies\/23759","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/digi-texx.com\/vi\/wp-json\/wp\/v2\/case-studies"}],"about":[{"href":"https:\/\/digi-texx.com\/vi\/wp-json\/wp\/v2\/types\/case-studies"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/digi-texx.com\/vi\/wp-json\/wp\/v2\/media\/23586"}],"wp:attachment":[{"href":"https:\/\/digi-texx.com\/vi\/wp-json\/wp\/v2\/media?parent=23759"}],"wp:term":[{"taxonomy":"industries","embeddable":true,"href":"https:\/\/digi-texx.com\/vi\/wp-json\/wp\/v2\/industries?post=23759"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}