{"id":24480,"date":"2025-04-23T12:36:02","date_gmt":"2025-04-23T05:36:02","guid":{"rendered":"https:\/\/quanghung.name.vn\/cong-nghe\/giai-ma-thuat-toan-gay-me-nguoi-dung-cua-tiktok-nhung-goc-khuat-nhuc-nhoi-it-nguoi-biet\/"},"modified":"2025-04-23T12:36:02","modified_gmt":"2025-04-23T05:36:02","slug":"giai-ma-thuat-toan-gay-me-nguoi-dung-cua-tiktok-nhung-goc-khuat-nhuc-nhoi-it-nguoi-biet","status":"publish","type":"post","link":"https:\/\/quanghung.name.vn\/?p=24480","title":{"rendered":"Gi\u1ea3i m\u00e3 thu\u1eadt to\u00e1n &#8220;g\u00e2y m\u00ea&#8221; ng\u01b0\u1eddi d\u00f9ng c\u1ee7a TikTok, nh\u1eefng g\u00f3c khu\u1ea5t nh\u1ee9c nh\u1ed1i \u00edt ng\u01b0\u1eddi bi\u1ebft"},"content":{"rendered":"<div class=\"detail-body\">\n<h2 data-role=\"sapo\" class=\"news-sapo\" data-field=\"sapo\">\n                                            <span class=\"btn-nhuanbut24 nb24\" title=\"Nhu\u1eadn b\u00fat 24h\" data-type=\"btn-nhuanbut24\"><\/span><br \/>\n                                            TikTok thu h\u00fat h\u00e0ng tr\u0103m tri\u1ec7u ng\u01b0\u1eddi d\u00f9ng m\u1ed7i ng\u00e0y, v\u00e0 b\u00ed m\u1eadt \u0111\u1eb1ng sau s\u1ee9c h\u00fat \u1ea5y l\u00e0 thu\u1eadt to\u00e1n \u0111\u1ec1 xu\u1ea5t n\u1ed9i dung c\u1ef1c k\u1ef3 tinh vi, c\u00e1 nh\u00e2n h\u00f3a \u0111\u1ebfn m\u1ee9c kh\u00f3 c\u01b0\u1ee1ng.<br \/>\n                                        <\/h2>\n<div id=\"admzonek9l7ejcm\"><\/div>\n<p>    <script>\n        if (pageSettings.allow3rd) admicroAD.unit.push(function () { admicroAD.show('admzonek9l7ejcm') });\n    <\/script><\/p>\n<div class=\"relationnews\" id=\"relationnews\" data-marked-zoneid=\"soha_detail_relatesnews\">\n<div id=\"insert-tag-redirect-new-relation\" class=\"hidden\"> <\/div>\n<\/p><\/div>\n<div class=\"detail-content afcbc-body \" data-role=\"content\" itemprop=\"articleBody\" data-io-article-url=\"\/giai-ma-thuat-toan-gay-me-nguoi-dung-cua-tiktok-nhung-goc-khuat-nhuc-nhoi-it-nguoi-biet-198250423090736002.htm\">\n<div data-check-position=\"body_start\"><\/div>\n<p><span style=\"font-weight: 400;\">Th\u00e0nh c\u00f4ng phi th\u01b0\u1eddng c\u1ee7a Douyin kh\u00f4ng th\u1ec3 t\u00e1ch r\u1eddi kh\u1ecfi thu\u1eadt to\u00e1n \u0111\u1ec1 xu\u1ea5t n\u1ed9i dung \u0111\u01b0\u1ee3c xem l\u00e0 m\u1ed9t trong nh\u1eefng h\u1ec7 th\u1ed1ng ti\u00ean ti\u1ebfn nh\u1ea5t th\u1ebf gi\u1edbi. N\u00f3 c\u00f3 kh\u1ea3 n\u0103ng ph\u00e2n ph\u1ed1i m\u1ed9t lu\u1ed3ng video ng\u1eafn \u0111\u01b0\u1ee3c c\u00e1 nh\u00e2n h\u00f3a \u0111\u1ebfn m\u1ee9c g\u1ea7n nh\u01b0 v\u00f4 t\u1eadn, khi\u1ebfn ng\u01b0\u1eddi d\u00f9ng kh\u00f3 l\u00f2ng r\u1eddi m\u1eaft kh\u1ecfi m\u00e0n h\u00ecnh.<\/span><\/p>\n<p><strong>&#8220;C\u00f4ng th\u1ee9c&#8221; \u0111\u1ec1 xu\u1ea5t c\u1ee7a TikTok<\/strong><\/p>\n<p><span style=\"font-weight: 400;\">Tr\u01b0\u1edbc s\u1ee9c \u00e9p t\u1eeb c\u01a1 quan qu\u1ea3n l\u00fd Trung Qu\u1ed1c v\u1ec1 vi\u1ec7c minh b\u1ea1ch h\u00f3a thu\u1eadt to\u00e1n v\u00e0o cu\u1ed1i n\u0103m 2024 &#8211; \u0111\u1ea7u 2025, Douyin (TikTok phi\u00ean b\u1ea3n Trung Qu\u1ed1c) \u0111\u00e3 c\u00f4ng khai vi\u1ec7c s\u1eed d\u1ee5ng hai ki\u1ebfn tr\u00fac h\u1ecdc m\u00e1y ch\u00ednh. \u0110\u1ea7u ti\u00ean l\u00e0 m\u00f4 h\u00ecnh Wide&#038;Deep, m\u1ed9t c\u1ea5u tr\u00fac lai k\u1ebft h\u1ee3p kh\u1ea3 n\u0103ng &#8220;ghi nh\u1edb&#8221; (memorization) c\u00e1c m\u1ed1i li\u00ean h\u1ec7 tr\u1ef1c ti\u1ebfp d\u1ef1a tr\u00ean l\u1ecbch s\u1eed t\u01b0\u01a1ng t\u00e1c (v\u00ed d\u1ee5: ng\u01b0\u1eddi gi\u1ed1ng b\u1ea1n th\u00edch video A th\u00ec b\u1ea1n c\u0169ng c\u00f3 th\u1ec3 th\u00edch A) v\u00e0 kh\u1ea3 n\u0103ng &#8220;kh\u00e1i qu\u00e1t h\u00f3a&#8221; (generalization) \u0111\u1ec3 kh\u00e1m ph\u00e1 c\u00e1c m\u1ed1i li\u00ean h\u1ec7 ph\u1ee9c t\u1ea1p, \u1ea9n gi\u1ea5u h\u01a1n gi\u1eefa c\u00e1c n\u1ed9i dung v\u00e0 s\u1edf th\u00edch, gi\u00fap \u0111\u1ec1 xu\u1ea5t nh\u1eefng video m\u1edbi l\u1ea1 nh\u01b0ng v\u1eabn ph\u00f9 h\u1ee3p. Th\u1ee9 hai l\u00e0 m\u00f4 h\u00ecnh Two-Tower Retrieval, t\u1eadp trung v\u00e0o vi\u1ec7c kh\u1edbp n\u1ed1i hi\u1ec7u qu\u1ea3 gi\u1eefa ng\u01b0\u1eddi d\u00f9ng v\u00e0 video b\u1eb1ng c\u00e1ch chuy\u1ec3n \u0111\u1ed5i \u0111\u1eb7c \u0111i\u1ec3m c\u1ee7a c\u1ea3 hai th\u00e0nh c\u00e1c &#8220;d\u1ea5u v\u00e2n tay k\u1ef9 thu\u1eadt s\u1ed1&#8221; v\u00e0 t\u00ecm ki\u1ebfm s\u1ef1 t\u01b0\u01a1ng \u0111\u1ed3ng gi\u1eefa ch\u00fang.<\/span><\/p>\n<p>\u0110\u1ec3 x\u00e2y d\u1ef1ng d\u1ea5u v\u00e2n tay ng\u01b0\u1eddi d\u00f9ng (User Persona) chi ti\u1ebft, thu\u1eadt to\u00e1n c\u1ee7a Douyin x\u1eed l\u00fd m\u1ed9t l\u01b0\u1ee3ng l\u1edbn t\u00edn hi\u1ec7u d\u1eef li\u1ec7u: t\u1eeb c\u00e1c t\u01b0\u01a1ng t\u00e1c tr\u1ef1c ti\u1ebfp nh\u01b0 l\u01b0\u1ee3t th\u00edch, b\u00ecnh lu\u1eadn, chia s\u1ebb, theo d\u00f5i; c\u00e1c t\u00edn hi\u1ec7u ng\u1ea7m nh\u01b0 th\u1eddi gian xem, t\u1ef7 l\u1ec7 xem h\u1ebft video, l\u01b0\u1ee3t xem l\u1ea1i; \u0111\u1ebfn th\u00f4ng tin video nh\u01b0 caption, hashtag, \u00e2m thanh, nh\u00e3n n\u1ed9i dung (\u0111\u01b0\u1ee3c ph\u00e2n lo\u1ea1i theo m\u1ed9t c\u00e2y c\u1ea5u tr\u00fac s\u1edf th\u00edch ph\u1ee9c t\u1ea1p); v\u00e0 c\u1ea3 c\u00e0i \u0111\u1eb7t thi\u1ebft b\u1ecb nh\u01b0 ng\u00f4n ng\u1eef, v\u1ecb tr\u00ed \u0111\u1ecba l\u00fd, lo\u1ea1i m\u00e1y&#8230;<\/p>\n<p><span style=\"font-weight: 400;\">Vi\u1ec7c ph\u00e2n ph\u1ed1i n\u1ed9i dung \u0111\u01b0\u1ee3c \u0111i\u1ec1u khi\u1ec3n b\u1edfi c\u00e1c chi\u1ebfn l\u01b0\u1ee3c nh\u01b0 M\u00f4 h\u00ecnh Ph\u1ec5u (Funnel Model), n\u01a1i video m\u1edbi \u0111\u01b0\u1ee3c th\u1eed nghi\u1ec7m qua c\u00e1c nh\u00f3m ng\u01b0\u1eddi d\u00f9ng nh\u1ecf (&#8220;Data Buckets&#8221;), v\u00e0 ch\u1ec9 nh\u1eefng video \u0111\u1ea1t hi\u1ec7u qu\u1ea3 t\u01b0\u01a1ng t\u00e1c cao (l\u01b0\u1ee3t xem, th\u00edch, b\u00ecnh lu\u1eadn, th\u1eddi gian xem&#8230;) m\u1edbi \u0111\u01b0\u1ee3c \u0111\u1ea9y l\u00ean c\u00e1c &#8220;ph\u1ec5u&#8221; l\u1edbn h\u01a1n \u0111\u1ec3 ti\u1ebfp c\u1eadn nhi\u1ec1u ng\u01b0\u1eddi h\u01a1n. K\u1ef9 thu\u1eadt L\u1ecdc C\u1ed9ng t\u00e1c (Collaborative Filtering) c\u0169ng \u0111\u00f3ng vai tr\u00f2 quan tr\u1ecdng, \u0111\u1ec1 xu\u1ea5t n\u1ed9i dung d\u1ef1a tr\u00ean s\u1ef1 t\u01b0\u01a1ng \u0111\u1ed3ng gi\u1eefa nh\u1eefng ng\u01b0\u1eddi d\u00f9ng c\u00f3 c\u00f9ng s\u1edf th\u00edch ho\u1eb7c gi\u1eefa c\u00e1c n\u1ed9i dung t\u01b0\u01a1ng t\u1ef1 nhau, \u0111\u1ed3ng th\u1eddi gi\u00fap kh\u00e1m ph\u00e1 c\u00e1c ch\u1ee7 \u0111\u1ec1 m\u1edbi ti\u1ec1m n\u0103ng cho ng\u01b0\u1eddi d\u00f9ng.<\/span><\/p>\n<figure class=\"VCSortableInPreviewMode\" type=\"Photo\">\n<div> <img decoding=\"async\" w=\"1507\" h=\"1115\" alt=\"\" title=\"\" rel=\"lightbox\" src=\"https:\/\/sohanews.sohacdn.com\/160588918557773824\/2025\/4\/23\/qf-blog-how-does-tiktok-algorithm-work-in-2023-scaled-1745373980896-17453739814911322413501.jpg\" type=\"photo\" style=\"max-width:100%;\" id=\"#img_152762387962740736\" photoid=\"152762387962740736\" data-author=\"\" width=\"1507\" height=\"1115\" loading=\"lazy\">\n                            <\/div><figcaption class=\"PhotoCMS_Caption\">\n<p data-placeholder=\"Nh\u1eadp ch\u00fa th\u00edch \u1ea3nh\" class=\"NLPlaceholderShow\">TikTok s\u1eed d\u1ee5ng nhi\u1ec1u k\u1ef9 thu\u1eadt th\u00f4ng minh \u0111\u1ec3 gi\u1eef ch\u00e2n ng\u01b0\u1eddi d\u00f9ng. \u1ea2nh: QuickFrame<\/p>\n<\/figcaption><\/figure>\n<p><strong>TikTok v\u00e0 Douyin: Anh em song sinh nh\u01b0ng kh\u00e1c bi\u1ec7t<\/strong><\/p>\n<p><span style=\"font-weight: 400;\">D\u00f9 c\u00f3 chung m\u00e3 ngu\u1ed3n g\u1ed1c v\u00e0 giao di\u1ec7n t\u01b0\u01a1ng t\u1ef1, Douyin v\u00e0 TikTok ho\u1ea1t \u0111\u1ed9ng nh\u01b0 hai h\u1ec7 sinh th\u00e1i ho\u00e0n to\u00e0n ri\u00eang bi\u1ec7t, \u0111\u01b0\u1ee3c t\u00f9y ch\u1ec9nh cho c\u00e1c th\u1ecb tr\u01b0\u1eddng v\u00e0 quy \u0111\u1ecbnh kh\u00e1c nhau. Ph\u00e2n t\u00edch k\u1ef9 thu\u1eadt cho th\u1ea5y Douyin c\u00f3 xu h\u01b0\u1edbng thu th\u1eadp nhi\u1ec1u lo\u1ea1i d\u1eef li\u1ec7u h\u01a1n m\u1ed9t ch\u00fat so v\u1edbi TikTok (v\u00ed d\u1ee5: \u0111\u1ecba ch\u1ec9 MAC c\u1ee7a thi\u1ebft b\u1ecb) v\u00e0 s\u1eed d\u1ee5ng c\u00e1c d\u1ecbch v\u1ee5 b\u00ean th\u1ee9 ba c\u1ee7a Trung Qu\u1ed1c. V\u1ec1 m\u1eb7t tri\u1ebft l\u00fd thu\u1eadt to\u00e1n, Douyin \u0111\u00f4i khi \u0111\u01b0\u1ee3c xem l\u00e0 m\u1ed9t &#8220;N\u1ec1n t\u1ea3ng Truy\u1ec1n th\u00f4ng&#8221; (Media Platform), n\u01a1i th\u1ee9 h\u1ea1ng c\u00f3 th\u1ec3 b\u1ecb \u1ea3nh h\u01b0\u1edfng nhi\u1ec1u h\u01a1n b\u1edfi m\u1ee9c \u0111\u1ed9 ph\u1ed5 bi\u1ebfn s\u1eb5n c\u00f3 c\u1ee7a t\u00e0i kho\u1ea3n, trong khi TikTok \u0111\u01b0\u1ee3c m\u00f4 t\u1ea3 gi\u1ed1ng m\u1ed9t &#8220;C\u1ed9ng \u0111\u1ed3ng&#8221; h\u01a1n, v\u1edbi kh\u1ea3 n\u0103ng lan truy\u1ec1n (viral) cao h\u01a1n cho c\u00e1c t\u00e0i kho\u1ea3n nh\u1ecf v\u00e0 \u01b0u ti\u00ean n\u1ed9i dung theo khu v\u1ef1c \u0111\u1ecba l\u00fd. S\u1ef1 kh\u00e1c bi\u1ec7t n\u00e0y c\u00f2n th\u1ec3 hi\u1ec7n \u1edf c\u00e1c t\u00ednh n\u0103ng: Douyin t\u00edch h\u1ee3p th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed v\u00e0 livestream b\u00e1n h\u00e0ng s\u00e2u r\u1ed9ng h\u01a1n nhi\u1ec1u so v\u1edbi TikTok, \u0111\u1ed3ng th\u1eddi ch\u1ecbu s\u1ef1 ki\u1ec3m duy\u1ec7t n\u1ed9i dung ch\u1eb7t ch\u1ebd h\u01a1n theo quy \u0111\u1ecbnh c\u1ee7a Trung Qu\u1ed1c.<\/span><\/p>\n<figure class=\"VCSortableInPreviewMode\" type=\"Photo\">\n<div> <img decoding=\"async\" w=\"1507\" h=\"1115\" alt=\"\" title=\"\" rel=\"lightbox\" src=\"https:\/\/sohanews.sohacdn.com\/160588918557773824\/2025\/4\/23\/tiktok-and-douyin-1745373980896-17453739813811858540200.jpeg\" type=\"photo\" style=\"max-width:100%;\" id=\"#img_152762387534106624\" photoid=\"152762387534106624\" data-author=\"\" width=\"1507\" height=\"1115\" loading=\"lazy\">\n                            <\/div><figcaption class=\"PhotoCMS_Caption\">\n<p data-placeholder=\"Nh\u1eadp ch\u00fa th\u00edch \u1ea3nh\" class=\"NLPlaceholderShow\">D\u00f9 kh\u00e1c nhau nh\u01b0ng b\u1ea3n ch\u1ea5t TikTok v\u00e0 Douyin g\u1ea7n nh\u01b0 l\u00e0 2 \u1ee9ng d\u1ee5ng gi\u1ed1ng nhau. \u1ea2nh: The China Project<\/p>\n<\/figcaption><\/figure>\n<p><strong>M\u1eb7t tr\u00e1i c\u1ee7a thu\u1eadt to\u00e1n<\/strong><\/p>\n<p><span style=\"font-weight: 400;\">S\u1ee9c m\u1ea1nh c\u1ee7a thu\u1eadt to\u00e1n TikTok ch\u00ednh l\u00e0 con dao hai l\u01b0\u1ee1i. C\u01a1 ch\u1ebf \u0111\u1ec1 xu\u1ea5t n\u1ed9i dung d\u1ef1a tr\u00ean h\u00e0nh vi t\u01b0\u01a1ng t\u00e1c v\u00e0 t\u00ednh t\u01b0\u01a1ng \u0111\u1ed3ng gi\u00fap n\u1ec1n t\u1ea3ng gi\u1eef ch\u00e2n ng\u01b0\u1eddi d\u00f9ng c\u1ef1c k\u1ef3 hi\u1ec7u qu\u1ea3 \u0111\u1ebfn m\u1ee9c g\u00e2y ra t\u00ecnh tr\u1ea1ng \u201cnghi\u1ec7n TikTok\u201d. Tuy nhi\u00ean, ch\u00ednh c\u01a1 ch\u1ebf n\u00e0y c\u0169ng ti\u1ec1m \u1ea9n nguy c\u01a1 t\u1ea1o ra \u201cbong b\u00f3ng l\u1ecdc\u201d (filter bubble), khi ng\u01b0\u1eddi d\u00f9ng li\u00ean t\u1ee5c \u0111\u01b0\u1ee3c ti\u1ebfp c\u1eadn nh\u1eefng n\u1ed9i dung c\u1ee7ng c\u1ed1 \u0111\u1ecbnh ki\u1ebfn s\u1eb5n c\u00f3, thay v\u00ec \u0111\u01b0\u1ee3c m\u1edf r\u1ed9ng g\u00f3c nh\u00ecn. D\u00f9 TikTok nhi\u1ec1u l\u1ea7n ph\u1ee7 nh\u1eadn \u0111i\u1ec1u n\u00e0y, lo ng\u1ea1i v\u1ec1 t\u00ednh \u0111\u01a1n chi\u1ec1u trong lu\u1ed3ng th\u00f4ng tin v\u1eabn ng\u00e0y c\u00e0ng gia t\u0103ng.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Nghi\u00eam tr\u1ecdng h\u01a1n, nghi\u00ean c\u1ee9u ch\u1ec9 ra thu\u1eadt to\u00e1n c\u00f3 th\u1ec3 v\u00f4 t\u00ecnh t\u1ea1o ra &#8220;b\u1ea5t b\u00ecnh \u0111\u1eb3ng k\u1ef9 thu\u1eadt s\u1ed1 ki\u1ec3u m\u1edbi&#8221;. M\u1ed9t th\u1eed nghi\u1ec7m cho th\u1ea5y ng\u01b0\u1eddi d\u00f9ng m\u00f4 ph\u1ecfng s\u1eed d\u1ee5ng \u0111i\u1ec7n tho\u1ea1i r\u1ebb ti\u1ec1n h\u01a1n nh\u1eadn \u0111\u01b0\u1ee3c \u00edt \u0111\u1ec1 xu\u1ea5t v\u1ec1 c\u00e1c video th\u00f4ng tin s\u1ee9c kh\u1ecfe \u0111\u00e1ng tin c\u1eady h\u01a1n so v\u1edbi ng\u01b0\u1eddi d\u00f9ng m\u00f4 ph\u1ecfng d\u00f9ng m\u00e1y \u0111\u1eaft ti\u1ec1n. \u0110i\u1ec1u n\u00e0y cho th\u1ea5y thu\u1eadt to\u00e1n, khi s\u1eed d\u1ee5ng c\u00e1c y\u1ebfu t\u1ed1 nh\u01b0 lo\u1ea1i thi\u1ebft b\u1ecb l\u00e0m t\u00edn hi\u1ec7u \u0111\u1ea7u v\u00e0o, c\u00f3 th\u1ec3 \u0111ang ph\u00e2n ph\u1ed1i th\u00f4ng tin quan tr\u1ecdng m\u1ed9t c\u00e1ch kh\u00f4ng c\u00f4ng b\u1eb1ng d\u1ef1a tr\u00ean y\u1ebfu t\u1ed1 kinh t\u1ebf x\u00e3 h\u1ed9i. Ngo\u00e0i ra, vi\u1ec7c t\u1ed1i \u01b0u h\u00f3a cho t\u01b0\u01a1ng t\u00e1c c\u0169ng khi\u1ebfn n\u1ec1n t\u1ea3ng tr\u1edf th\u00e0nh m\u1ea3nh \u0111\u1ea5t m\u00e0u m\u1ee1 cho tin gi\u1ea3 lan truy\u1ec1n n\u1ebfu nh\u1eefng tin t\u1ee9c \u0111\u00f3 gi\u1eadt g\u00e2n v\u00e0 thu h\u00fat nhi\u1ec1u l\u01b0\u1ee3t xem, th\u00edch, chia s\u1ebb h\u01a1n l\u00e0 th\u00f4ng tin x\u00e1c th\u1ef1c.<\/span><\/p>\n<figure class=\"VCSortableInPreviewMode\" type=\"Photo\">\n<div> <img decoding=\"async\" w=\"1507\" h=\"1115\" alt=\"\" title=\"\" rel=\"lightbox\" src=\"https:\/\/sohanews.sohacdn.com\/160588918557773824\/2025\/4\/23\/cq5damweb12801280-1745373980896-1745373981418599392303.jpeg\" type=\"photo\" style=\"max-width:100%;\" id=\"#img_152762387936759808\" photoid=\"152762387936759808\" data-author=\"\" width=\"1507\" height=\"1115\" loading=\"lazy\">\n                            <\/div><figcaption class=\"PhotoCMS_Caption\">\n<p data-placeholder=\"Nh\u1eadp ch\u00fa th\u00edch \u1ea3nh\" class=\"NLPlaceholderShow\">Thu\u1eadt to\u00e1n c\u1ee7a TikTok khi\u1ebfn ng\u01b0\u1eddi d\u00f9ng b\u1ecb cu\u1ed1n v\u00e0o \u1ee9ng d\u1ee5ng nhi\u1ec1u h\u01a1n. \u1ea2nh: UOC<\/p>\n<\/figcaption><\/figure>\n<p><span style=\"font-weight: 400;\">Tr\u01b0\u1edbc \u00e1p l\u1ef1c ph\u00e1p l\u00fd, ByteDance \u0111\u00e3 c\u00f3 nh\u1eefng b\u01b0\u1edbc \u0111i nh\u1eb1m t\u0103ng c\u01b0\u1eddng minh b\u1ea1ch nh\u01b0 vi\u1ec7c ra m\u1eaft trang &#8220;Trung t\u00e2m An to\u00e0n v\u00e0 Tin c\u1eady&#8221; v\u00e0 c\u00f4ng b\u1ed1 t\u00ean c\u00e1c m\u00f4 h\u00ecnh thu\u1eadt to\u00e1n ch\u00ednh. Tuy nhi\u00ean, c\u00e1c chuy\u00ean gia cho r\u1eb1ng m\u1ee9c \u0111\u1ed9 minh b\u1ea1ch n\u00e0y v\u1eabn c\u00f2n h\u1ea1n ch\u1ebf, ch\u1ec9 d\u1eebng l\u1ea1i \u1edf vi\u1ec7c m\u00f4 t\u1ea3 ki\u1ebfn tr\u00fac t\u1ed5ng quan m\u00e0 thi\u1ebfu \u0111i c\u00e1c chi ti\u1ebft v\u1eadn h\u00e0nh c\u1ed1t l\u00f5i nh\u01b0 c\u00e1ch c\u00e1c y\u1ebfu t\u1ed1 \u0111\u01b0\u1ee3c c\u00e2n nh\u1eafc tr\u1ecdng s\u1ed1 hay d\u1eef li\u1ec7u n\u00e0o \u0111\u01b0\u1ee3c \u01b0u ti\u00ean. Vi\u1ec7c qu\u1ea3n l\u00fd n\u1ed9i dung v\u00e0 ch\u1ed1ng l\u1ea1i c\u00e1c h\u00e0nh vi thao t\u00fang thu\u1eadt to\u00e1n c\u0169ng l\u00e0 nh\u1eefng th\u00e1ch th\u1ee9c l\u1edbn \u0111\u1ed1i v\u1edbi m\u1ed9t n\u1ec1n t\u1ea3ng quy m\u00f4 kh\u1ed5ng l\u1ed3 nh\u01b0 TikTok.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Thu\u1eadt to\u00e1n c\u1ee7a TikTok l\u00e0 m\u1ed9t th\u00e0nh t\u1ef1u c\u00f4ng ngh\u1ec7 \u1ea5n t\u01b0\u1ee3ng, \u0111\u1ed9ng l\u1ef1c ch\u00ednh cho s\u1ef1 th\u00e0nh c\u00f4ng c\u1ee7a n\u1ec1n t\u1ea3ng. Tuy nhi\u00ean, s\u1ee9c m\u1ea1nh c\u1ee7a n\u00f3 \u0111i k\u00e8m v\u1edbi tr\u00e1ch nhi\u1ec7m l\u1edbn v\u00e0 nh\u1eefng h\u1ec7 l\u1ee5y x\u00e3 h\u1ed9i ph\u1ee9c t\u1ea1p c\u1ea7n \u0111\u01b0\u1ee3c nh\u00ecn nh\u1eadn m\u1ed9t c\u00e1ch nghi\u00eam t\u00fac, \u0111\u00f2i h\u1ecfi s\u1ef1 gi\u00e1m s\u00e1t ch\u1eb7t ch\u1ebd h\u01a1n v\u00e0 c\u00e1c gi\u1ea3i ph\u00e1p qu\u1ea3n tr\u1ecb hi\u1ec7u qu\u1ea3 h\u01a1n trong t\u01b0\u01a1ng lai.<\/span><\/p>\n<p style=\"text-align: right;\"><span style=\"font-weight: 400;\">Theo SCMP<\/span><\/p>\n<p style=\"text-align: right;\"><\/p>\n<div id=\"admzonek1fs4xky\"><\/div>\n<p>    <script>\n        if (pageSettings.allow3rd) admicroAD.unit.push(function () { admicroAD.show('admzonek1fs4xky') });\n    <\/script><\/p>\n<div data-check-position=\"body_end\"><\/div>\n<\/p><\/div>\n<p>                                    <!-- d\u00f2ng s\u1ef1 ki\u1ec7n detail info= siteid198:thread:id0 ;\n                                         data = siteid198:threadnews:threadid0--><\/p>\n<div class=\"hidden\" id=\"box-thread-detail\" data-id-dsk=\"0\" thread-type=\"0\"><\/div>\n<div id=\"l1bi0c5b\"><\/div>\n<p>    <script>\n        if (pageSettings.allow3rd) admicroAD.unit.push(function () { admicroAD.show('l1bi0c5b') });\n    <\/script><\/p>\n<div id=\"kisdxsw3\"><\/div>\n<p>    <script>\n        if (pageSettings.allow3rd) admicroAD.unit.push(function () { admicroAD.show('kisdxsw3') });\n    <\/script><\/p>\n<div class=\"bottom-info clearfix\">\n<div class=\"link-source-wrapper is-web clearfix\" id=\"urlSourceSoha\">\n<p>                Theo<br \/>\n                <span class=\"link-source-text-name\">doisongphapluat.nguoiduatin.vn<\/span><br \/>\n                                    <span class=\"btn-copy-link-source\"><br \/>\n                        <svg width=\"10\" height=\"10\" viewbox=\"0 0 10 10\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M2.5 2.08333C2.38949 2.08333 2.28351 2.12723 2.20537 2.20537C2.12723 2.28351 2.08333 2.38949 2.08333 2.5V8.33333C2.08333 8.44384 2.12723 8.54982 2.20537 8.62796C2.28351 8.7061 2.38949 8.75 2.5 8.75H7.5C7.61051 8.75 7.71649 8.7061 7.79463 8.62796C7.87277 8.54982 7.91667 8.44384 7.91667 8.33333V2.5C7.91667 2.38949 7.87277 2.28351 7.79463 2.20537C7.71649 2.12723 7.61051 2.08333 7.5 2.08333H6.66667C6.43655 2.08333 6.25 1.89679 6.25 1.66667C6.25 1.43655 6.43655 1.25 6.66667 1.25H7.5C7.83152 1.25 8.14946 1.3817 8.38388 1.61612C8.6183 1.85054 8.75 2.16848 8.75 2.5V8.33333C8.75 8.66485 8.6183 8.9828 8.38388 9.21722C8.14946 9.45164 7.83152 9.58333 7.5 9.58333H2.5C2.16848 9.58333 1.85054 9.45164 1.61612 9.21722C1.3817 8.9828 1.25 8.66485 1.25 8.33333V2.5C1.25 2.16848 1.3817 1.85054 1.61612 1.61612C1.85054 1.3817 2.16848 1.25 2.5 1.25H3.33333C3.56345 1.25 3.75 1.43655 3.75 1.66667C3.75 1.89679 3.56345 2.08333 3.33333 2.08333H2.5Z\" fill=\"black\"><\/path><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M2.91666 1.25C2.91666 0.789762 3.28976 0.416667 3.75 0.416667H6.25C6.71023 0.416667 7.08333 0.789762 7.08333 1.25V2.08333C7.08333 2.54357 6.71023 2.91667 6.25 2.91667H3.75C3.28976 2.91667 2.91666 2.54357 2.91666 2.08333V1.25ZM6.25 1.25H3.75V2.08333H6.25V1.25Z\" fill=\"black\"><\/path>\n                        <\/svg><br \/>\n                        <i>Copy link<\/i><br \/>\n                    <\/span><\/p>\n<div class=\"link-source-detail\">\n                <span class=\"link-source-detail-title\">Link b\u00e0i g\u1ed1c<\/span><br \/>\n                <span class=\"btn-copy-link-source btncopy\"><br \/>\n                        <svg width=\"10\" height=\"10\" viewbox=\"0 0 10 10\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M2.5 2.08333C2.38949 2.08333 2.28351 2.12723 2.20537 2.20537C2.12723 2.28351 2.08333 2.38949 2.08333 2.5V8.33333C2.08333 8.44384 2.12723 8.54982 2.20537 8.62796C2.28351 8.7061 2.38949 8.75 2.5 8.75H7.5C7.61051 8.75 7.71649 8.7061 7.79463 8.62796C7.87277 8.54982 7.91667 8.44384 7.91667 8.33333V2.5C7.91667 2.38949 7.87277 2.28351 7.79463 2.20537C7.71649 2.12723 7.61051 2.08333 7.5 2.08333H6.66667C6.43655 2.08333 6.25 1.89679 6.25 1.66667C6.25 1.43655 6.43655 1.25 6.66667 1.25H7.5C7.83152 1.25 8.14946 1.3817 8.38388 1.61612C8.6183 1.85054 8.75 2.16848 8.75 2.5V8.33333C8.75 8.66485 8.6183 8.9828 8.38388 9.21722C8.14946 9.45164 7.83152 9.58333 7.5 9.58333H2.5C2.16848 9.58333 1.85054 9.45164 1.61612 9.21722C1.3817 8.9828 1.25 8.66485 1.25 8.33333V2.5C1.25 2.16848 1.3817 1.85054 1.61612 1.61612C1.85054 1.3817 2.16848 1.25 2.5 1.25H3.33333C3.56345 1.25 3.75 1.43655 3.75 1.66667C3.75 1.89679 3.56345 2.08333 3.33333 2.08333H2.5Z\" fill=\"white\"><\/path><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M2.91666 1.25C2.91666 0.789762 3.28976 0.416667 3.75 0.416667H6.25C6.71023 0.416667 7.08333 0.789762 7.08333 1.25V2.08333C7.08333 2.54357 6.71023 2.91667 6.25 2.91667H3.75C3.28976 2.91667 2.91666 2.54357 2.91666 2.08333V1.25ZM6.25 1.25H3.75V2.08333H6.25V1.25Z\" fill=\"white\"><\/path>\n                        <\/svg><br \/>\n                    <i>L\u1ea5y link<\/i><br \/>\n                <\/span><br \/>\n                <span class=\"link-source-full\"><\/span><\/p>\n<div class=\"arrow-down\"><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n","protected":false},"excerpt":{"rendered":"<p>TikTok thu h\u00fat h\u00e0ng tr\u0103m tri\u1ec7u ng\u01b0\u1eddi d\u00f9ng m\u1ed7i ng\u00e0y, v\u00e0 b\u00ed m\u1eadt \u0111\u1eb1ng sau s\u1ee9c h\u00fat \u1ea5y l\u00e0 thu\u1eadt to\u00e1n \u0111\u1ec1 xu\u1ea5t n\u1ed9i dung c\u1ef1c k\u1ef3 tinh vi, c\u00e1 nh\u00e2n h\u00f3a \u0111\u1ebfn m\u1ee9c kh\u00f3 c\u01b0\u1ee1ng. Th\u00e0nh c\u00f4ng phi th\u01b0\u1eddng c\u1ee7a Douyin kh\u00f4ng th\u1ec3 t\u00e1ch r\u1eddi kh\u1ecfi thu\u1eadt to\u00e1n \u0111\u1ec1 xu\u1ea5t n\u1ed9i dung \u0111\u01b0\u1ee3c xem<\/p>\n","protected":false},"author":1,"featured_media":24481,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"googlesitekit_rrm_CAow44a6DA:productID":"","footnotes":""},"categories":[3],"tags":[484],"class_list":["post-24480","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-cong-nghe","tag-tiktok"],"_links":{"self":[{"href":"https:\/\/quanghung.name.vn\/index.php?rest_route=\/wp\/v2\/posts\/24480","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/quanghung.name.vn\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/quanghung.name.vn\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/quanghung.name.vn\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/quanghung.name.vn\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=24480"}],"version-history":[{"count":0,"href":"https:\/\/quanghung.name.vn\/index.php?rest_route=\/wp\/v2\/posts\/24480\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/quanghung.name.vn\/index.php?rest_route=\/wp\/v2\/media\/24481"}],"wp:attachment":[{"href":"https:\/\/quanghung.name.vn\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=24480"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/quanghung.name.vn\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=24480"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/quanghung.name.vn\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=24480"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}