{"id":416,"date":"2022-06-21T21:19:00","date_gmt":"2022-06-21T21:19:00","guid":{"rendered":"https:\/\/artigonews.com\/?p=416"},"modified":"2026-03-04T21:22:19","modified_gmt":"2026-03-04T21:22:19","slug":"cac-thuat-toan-du-doan-so-thich-cua-nguoi-dung-nhu-the-nao","status":"publish","type":"post","link":"https:\/\/artigonews.com\/vi\/como-os-algoritmos-conseguem-prever-preferencias-de-usuarios\/","title":{"rendered":"C\u00e1c thu\u1eadt to\u00e1n d\u1ef1 \u0111o\u00e1n s\u1edf th\u00edch c\u1ee7a ng\u01b0\u1eddi d\u00f9ng nh\u01b0 th\u1ebf n\u00e0o?"},"content":{"rendered":"<p class=\"wp-block-paragraph\">Trong m\u00f4i tr\u01b0\u1eddng k\u1ef9 thu\u1eadt s\u1ed1 hi\u1ec7n \u0111\u1ea1i, vi\u1ec7c c\u00e1c n\u1ec1n t\u1ea3ng d\u01b0\u1eddng nh\u01b0 &quot;\u0111o\u00e1n&quot; s\u1edf th\u00edch c\u1ee7a ng\u01b0\u1eddi d\u00f9ng l\u00e0 \u0111i\u1ec1u ph\u1ed5 bi\u1ebfn. C\u00e1c video \u0111\u01b0\u1ee3c \u0111\u1ec1 xu\u1ea5t, s\u1ea3n ph\u1ea9m \u0111\u01b0\u1ee3c g\u1ee3i \u00fd, \u00e2m nh\u1ea1c t\u01b0\u01a1ng t\u1ef1 v\u00e0 n\u1ed9i dung \u0111\u01b0\u1ee3c c\u00e1 nh\u00e2n h\u00f3a li\u00ean t\u1ee5c xu\u1ea5t hi\u1ec7n tr\u00ean c\u00e1c \u1ee9ng d\u1ee5ng v\u00e0 trang web. Kh\u1ea3 n\u0103ng d\u1ef1 \u0111o\u00e1n s\u1edf th\u00edch n\u00e0y kh\u00f4ng ph\u1ea3i l\u00e0 k\u1ebft qu\u1ea3 c\u1ee7a tr\u1ef1c gi\u00e1c, m\u00e0 l\u00e0 c\u1ee7a c\u00e1c h\u1ec7 th\u1ed1ng to\u00e1n h\u1ecdc ti\u00ean ti\u1ebfn \u0111\u01b0\u1ee3c g\u1ecdi l\u00e0 thu\u1eadt to\u00e1n \u0111\u1ec1 xu\u1ea5t.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e1c thu\u1eadt to\u00e1n n\u00e0y ph\u00e2n t\u00edch l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u v\u1ec1 h\u00e0nh vi ng\u01b0\u1eddi d\u00f9ng v\u00e0 x\u00e1c \u0111\u1ecbnh c\u00e1c m\u00f4 h\u00ecnh gi\u00fap d\u1ef1 \u0111o\u00e1n s\u1edf th\u00edch trong t\u01b0\u01a1ng lai. D\u1ef1a tr\u00ean th\u00f4ng tin n\u00e0y, c\u00e1c n\u1ec1n t\u1ea3ng c\u00f3 th\u1ec3 cung c\u1ea5p n\u1ed9i dung v\u00e0 \u0111\u1ec1 xu\u1ea5t ng\u00e0y c\u00e0ng ph\u00f9 h\u1ee3p h\u01a1n v\u1edbi h\u1ed3 s\u01a1 c\u1ee7a t\u1eebng ng\u01b0\u1eddi.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Thu\u1eadt to\u00e1n \u0111\u1ec1 xu\u1ea5t l\u00e0 g\u00ec?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e1c thu\u1eadt to\u00e1n \u0111\u1ec1 xu\u1ea5t l\u00e0 nh\u1eefng h\u1ec7 th\u1ed1ng \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 g\u1ee3i \u00fd n\u1ed9i dung ho\u1eb7c s\u1ea3n ph\u1ea9m d\u1ef1a tr\u00ean d\u1eef li\u1ec7u.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">H\u1ecd ph\u00e2n t\u00edch th\u00f4ng tin thu th\u1eadp \u0111\u01b0\u1ee3c trong qu\u00e1 tr\u00ecnh s\u1eed d\u1ee5ng \u1ee9ng d\u1ee5ng, ch\u1eb3ng h\u1ea1n nh\u01b0 l\u1ecbch s\u1eed xem, c\u00e1c t\u00ecm ki\u1ebfm \u0111\u00e3 th\u1ef1c hi\u1ec7n, th\u1eddi gian d\u00e0nh cho n\u1ed9i dung c\u1ee5 th\u1ec3 v\u00e0 t\u01b0\u01a1ng t\u00e1c v\u1edbi ng\u01b0\u1eddi d\u00f9ng kh\u00e1c.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">D\u1ef1a tr\u00ean th\u00f4ng tin n\u00e0y, h\u1ec7 th\u1ed1ng c\u1ed1 g\u1eafng x\u00e1c \u0111\u1ecbnh c\u00e1c m\u00f4 h\u00ecnh s\u1edf th\u00edch.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Thu th\u1eadp d\u1eef li\u1ec7u h\u00e0nh vi<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">B\u01b0\u1edbc \u0111\u1ea7u ti\u00ean trong vi\u1ec7c d\u1ef1 \u0111o\u00e1n s\u1edf th\u00edch l\u00e0 thu th\u1eadp d\u1eef li\u1ec7u.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">M\u1ecdi t\u01b0\u01a1ng t\u00e1c trong \u1ee9ng d\u1ee5ng \u0111\u1ec1u t\u1ea1o ra th\u00f4ng tin h\u1eefu \u00edch cho thu\u1eadt to\u00e1n. L\u01b0\u1ee3t th\u00edch, l\u01b0\u1ee3t chia s\u1ebb, b\u00ecnh lu\u1eadn, th\u1eddi gian d\u00e0nh tr\u00ean trang v\u00e0 th\u1eadm ch\u00ed c\u1ea3 nh\u1eefng kho\u1ea3ng d\u1eebng trong video \u0111\u1ec1u gi\u00fap hi\u1ec3u h\u00e0nh vi ng\u01b0\u1eddi d\u00f9ng.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">D\u1eef li\u1ec7u n\u00e0y t\u1ea1o th\u00e0nh c\u01a1 s\u1edf cho c\u00e1c ph\u00e2n t\u00edch \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n b\u1edfi c\u00e1c h\u1ec7 th\u1ed1ng.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Ph\u00e2n t\u00edch m\u00f4 h\u00ecnh s\u1eed d\u1ee5ng<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Sau khi thu th\u1eadp d\u1eef li\u1ec7u, c\u00e1c thu\u1eadt to\u00e1n s\u1ebd t\u00ecm ki\u1ebfm c\u00e1c m\u1eabu.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">V\u00ed d\u1ee5, n\u1ebfu ng\u01b0\u1eddi d\u00f9ng th\u01b0\u1eddng xuy\u00ean xem video v\u1ec1 m\u1ed9t ch\u1ee7 \u0111\u1ec1 c\u1ee5 th\u1ec3 ho\u1eb7c nghe nh\u1ea1c thu\u1ed9c m\u1ed9t th\u1ec3 lo\u1ea1i nh\u1ea5t \u0111\u1ecbnh, h\u1ec7 th\u1ed1ng s\u1ebd nh\u1eadn di\u1ec7n \u0111\u01b0\u1ee3c xu h\u01b0\u1edbng n\u00e0y.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">D\u1ef1a tr\u00ean nh\u1eefng m\u00f4 h\u00ecnh n\u00e0y, thu\u1eadt to\u00e1n b\u1eaft \u0111\u1ea7u d\u1ef1 \u0111o\u00e1n n\u1ed9i dung n\u00e0o c\u00f3 th\u1ec3 thu h\u00fat ng\u01b0\u1eddi d\u00f9ng \u0111\u00f3 nh\u1ea5t.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">So s\u00e1nh v\u1edbi c\u00e1c h\u1ed3 s\u01a1 t\u01b0\u01a1ng t\u1ef1<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">M\u1ed9t ph\u01b0\u01a1ng ph\u00e1p ph\u1ed5 bi\u1ebfn kh\u00e1c l\u00e0 so s\u00e1nh nh\u1eefng ng\u01b0\u1eddi d\u00f9ng c\u00f3 h\u00e0nh vi t\u01b0\u01a1ng t\u1ef1 nhau.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">N\u1ebfu nhi\u1ec1u ng\u01b0\u1eddi c\u00f3 th\u00f3i quen t\u01b0\u01a1ng t\u1ef1 c\u00f9ng th\u00edch m\u1ed9t n\u1ed9i dung n\u00e0o \u0111\u00f3, th\u00ec r\u1ea5t c\u00f3 th\u1ec3 nh\u1eefng ng\u01b0\u1eddi d\u00f9ng kh\u00e1c c\u00f3 h\u1ed3 s\u01a1 t\u01b0\u01a1ng t\u1ef1 c\u0169ng s\u1ebd quan t\u00e2m.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Lo\u1ea1i ph\u00e2n t\u00edch n\u00e0y \u0111\u01b0\u1ee3c g\u1ecdi l\u00e0 l\u1ecdc c\u1ed9ng t\u00e1c.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">L\u1ecdc d\u1ef1a tr\u00ean n\u1ed9i dung<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Ngo\u00e0i vi\u1ec7c so s\u00e1nh ng\u01b0\u1eddi d\u00f9ng, c\u00e1c thu\u1eadt to\u00e1n c\u00f2n ph\u00e2n t\u00edch c\u00e1c \u0111\u1eb7c \u0111i\u1ec3m c\u1ee7a n\u1ed9i dung.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">H\u1ec7 th\u1ed1ng x\u00e1c \u0111\u1ecbnh c\u00e1c y\u1ebfu t\u1ed1 nh\u01b0 ch\u1ee7 \u0111\u1ec1, danh m\u1ee5c, t\u1eeb kh\u00f3a v\u00e0 \u0111\u1ecbnh d\u1ea1ng. N\u1ebfu ng\u01b0\u1eddi d\u00f9ng th\u1ec3 hi\u1ec7n s\u1ef1 quan t\u00e2m \u0111\u1ebfn m\u1ed9t s\u1ed1 lo\u1ea1i n\u1ed9i dung nh\u1ea5t \u0111\u1ecbnh, h\u1ec7 th\u1ed1ng s\u1ebd t\u00ecm ki\u1ebfm c\u00e1c m\u1ee5c t\u01b0\u01a1ng t\u1ef1.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">K\u1ef9 thu\u1eadt n\u00e0y gi\u00fap m\u1edf r\u1ed9ng ph\u1ea1m vi \u0111\u1ec1 xu\u1ea5t m\u00e0 kh\u00f4ng ch\u1ec9 d\u1ef1a v\u00e0o \u00fd ki\u1ebfn c\u1ee7a ng\u01b0\u1eddi d\u00f9ng kh\u00e1c.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">H\u1ecdc h\u1ecfi li\u00ean t\u1ee5c c\u1ee7a h\u1ec7 th\u1ed1ng<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e1c thu\u1eadt to\u00e1n li\u00ean t\u1ee5c h\u1ecdc h\u1ecfi t\u1eeb d\u1eef li\u1ec7u m\u1edbi.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">M\u1ed7i t\u01b0\u01a1ng t\u00e1c m\u1edbi s\u1ebd c\u1eadp nh\u1eadt m\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c h\u1ec7 th\u1ed1ng s\u1eed d\u1ee5ng. Theo th\u1eddi gian, c\u00e1c d\u1ef1 \u0111o\u00e1n s\u1ebd tr\u1edf n\u00ean ch\u00ednh x\u00e1c h\u01a1n.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Qu\u00e1 tr\u00ecnh n\u00e0y \u0111\u01b0\u1ee3c g\u1ecdi l\u00e0 h\u1ecdc m\u00e1y.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Ph\u00e2n t\u00edch th\u1eddi gian t\u01b0\u01a1ng t\u00e1c<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Th\u1eddi gian ng\u01b0\u1eddi d\u00f9ng d\u00e0nh \u0111\u1ec3 xem n\u1ed9i dung c\u1ee5 th\u1ec3 c\u0169ng l\u00e0 m\u1ed9t ch\u1ec9 s\u1ed1 quan tr\u1ecdng.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">N\u1ebfu m\u1ed9t ng\u01b0\u1eddi d\u00e0nh nhi\u1ec1u th\u1eddi gian xem video ho\u1eb7c \u0111\u1ecdc b\u00e0i b\u00e1o, h\u1ec7 th\u1ed1ng s\u1ebd hi\u1ec3u \u0111\u00e2y l\u00e0 d\u1ea5u hi\u1ec7u cho th\u1ea5y ng\u01b0\u1eddi \u0111\u00f3 quan t\u00e2m.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">N\u1ed9i dung c\u00f3 th\u1eddi gian t\u01b0\u01a1ng t\u00e1c l\u00e2u h\u01a1n th\u01b0\u1eddng c\u00f3 xu h\u01b0\u1edbng \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn c\u00e1c \u0111\u1ec1 xu\u1ea5t trong t\u01b0\u01a1ng lai.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">T\u1ea7m quan tr\u1ecdng c\u1ee7a c\u00e1c h\u00e0nh \u0111\u1ed9ng r\u00f5 r\u00e0ng<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">M\u1ed9t s\u1ed1 h\u00e0nh \u0111\u1ed9ng cung c\u1ea5p t\u00edn hi\u1ec7u r\u00f5 r\u00e0ng cho c\u00e1c thu\u1eadt to\u00e1n.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">L\u01b0\u1ee3t th\u00edch, \u0111\u00e1nh gi\u00e1 t\u00edch c\u1ef1c, l\u01b0\u1ee3t l\u01b0u v\u00e0 l\u01b0\u1ee3t chia s\u1ebb tr\u1ef1c ti\u1ebfp cho th\u1ea5y ng\u01b0\u1eddi d\u00f9ng th\u00edch n\u1ed9i dung \u0111\u00f3.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Nh\u1eefng t\u00edn hi\u1ec7u n\u00e0y gi\u00fap h\u1ec7 th\u1ed1ng \u0111i\u1ec1u ch\u1ec9nh c\u00e1c \u0111\u1ec1 xu\u1ea5t c\u1ee7a m\u00ecnh.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">S\u1eed d\u1ee5ng d\u1eef li\u1ec7u theo ng\u1eef c\u1ea3nh<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e1c thu\u1eadt to\u00e1n c\u0169ng xem x\u00e9t \u0111\u1ebfn ng\u1eef c\u1ea3nh.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e1c th\u00f4ng tin nh\u01b0 th\u1eddi gian s\u1eed d\u1ee5ng, v\u1ecb tr\u00ed g\u1ea7n \u0111\u00fang ho\u1eb7c lo\u1ea1i thi\u1ebft b\u1ecb c\u00f3 th\u1ec3 \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn c\u00e1c \u0111\u1ec1 xu\u1ea5t.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">V\u00ed d\u1ee5, n\u1ed9i dung \u0111\u01b0\u1ee3c ti\u00eau th\u1ee5 v\u00e0o ban \u0111\u00eam c\u00f3 th\u1ec3 kh\u00e1c v\u1edbi n\u1ed9i dung \u0111\u01b0\u1ee3c truy c\u1eadp trong gi\u1edd l\u00e0m vi\u1ec7c.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">X\u00e1c \u0111\u1ecbnh xu h\u01b0\u1edbng to\u00e0n c\u1ea7u<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Ngo\u00e0i s\u1edf th\u00edch c\u00e1 nh\u00e2n, thu\u1eadt to\u00e1n c\u00f2n ph\u00e2n t\u00edch c\u00e1c xu h\u01b0\u1edbng chung.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">N\u1ed9i dung \u0111ang tr\u1edf n\u00ean ph\u1ed5 bi\u1ebfn v\u1edbi nhi\u1ec1u ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c \u0111\u1ec1 xu\u1ea5t th\u01b0\u1eddng xuy\u00ean h\u01a1n.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0110i\u1ec1u n\u00e0y gi\u00fap l\u00e0m n\u1ed5i b\u1eadt c\u00e1c ch\u1ee7 \u0111\u1ec1 m\u1edbi v\u00e0 \u0111ang th\u1ecbnh h\u00e0nh.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0110i\u1ec1u ch\u1ec9nh li\u00ean t\u1ee5c c\u00e1c khuy\u1ebfn ngh\u1ecb<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">H\u1ec7 th\u1ed1ng s\u1ebd \u0111i\u1ec1u ch\u1ec9nh c\u00e1c \u0111\u1ec1 xu\u1ea5t d\u1ef1a tr\u00ean ph\u1ea3n h\u1ed3i c\u1ee7a ng\u01b0\u1eddi d\u00f9ng.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">N\u1ebfu m\u1ed9t \u0111\u1ec1 xu\u1ea5t kh\u00f4ng t\u1ea1o ra s\u1ef1 t\u01b0\u01a1ng t\u00e1c, thu\u1eadt to\u00e1n s\u1ebd gi\u1ea3m kh\u1ea3 n\u0103ng \u0111\u1ec1 xu\u1ea5t n\u1ed9i dung t\u01b0\u01a1ng t\u1ef1.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Qu\u00e1 tr\u00ecnh n\u00e0y gi\u00fap tinh ch\u1ec9nh c\u00e1c d\u1ef1 b\u00e1o theo th\u1eddi gian.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">K\u1ebft h\u1ee3p c\u00e1c ph\u01b0\u01a1ng ph\u00e1p kh\u00e1c nhau<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Tr\u00ean th\u1ef1c t\u1ebf, c\u00e1c n\u1ec1n t\u1ea3ng s\u1eed d\u1ee5ng nhi\u1ec1u ph\u01b0\u01a1ng ph\u00e1p c\u00f9ng l\u00fac.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ph\u01b0\u01a1ng ph\u00e1p l\u1ecdc c\u1ed9ng t\u00e1c, ph\u00e2n t\u00edch n\u1ed9i dung v\u00e0 h\u1ecdc m\u00e1y \u0111\u01b0\u1ee3c k\u1ebft h\u1ee3p \u0111\u1ec3 t\u1ea1o ra c\u00e1c \u0111\u1ec1 xu\u1ea5t ch\u00ednh x\u00e1c h\u01a1n.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e1ch ti\u1ebfp c\u1eadn k\u1ebft h\u1ee3p n\u00e0y gi\u00fap t\u0103ng hi\u1ec7u qu\u1ea3 c\u1ee7a c\u00e1c thu\u1eadt to\u00e1n.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">T\u00f9y ch\u1ec9nh quy m\u00f4 l\u1edbn<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">M\u1ed9t trong nh\u1eefng th\u00e1ch th\u1ee9c l\u1edbn nh\u1ea5t \u0111\u1ed1i v\u1edbi c\u00e1c n\u1ec1n t\u1ea3ng k\u1ef9 thu\u1eadt s\u1ed1 l\u00e0 cung c\u1ea5p tr\u1ea3i nghi\u1ec7m c\u00e1 nh\u00e2n h\u00f3a cho h\u00e0ng tri\u1ec7u ng\u01b0\u1eddi d\u00f9ng.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e1c thu\u1eadt to\u00e1n c\u00f3 kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch kh\u1ed1i l\u01b0\u1ee3ng d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3 v\u00e0 \u0111\u01b0a ra c\u00e1c \u0111\u1ec1 xu\u1ea5t c\u1ee5 th\u1ec3 cho t\u1eebng ng\u01b0\u1eddi.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">S\u1ef1 c\u00e1 nh\u00e2n h\u00f3a n\u00e0y l\u00e0 m\u1ed9t trong nh\u1eefng n\u1ec1n t\u1ea3ng c\u1ee7a n\u1ec1n kinh t\u1ebf s\u1ed1.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u1ea2nh h\u01b0\u1edfng c\u1ee7a c\u00e1c t\u01b0\u01a1ng t\u00e1c g\u1ea7n \u0111\u00e2y<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Ho\u1ea1t \u0111\u1ed9ng g\u1ea7n \u0111\u00e2y th\u01b0\u1eddng c\u00f3 tr\u1ecdng l\u01b0\u1ee3ng \u0111\u00e1ng k\u1ec3 trong c\u00e1c khuy\u1ebfn ngh\u1ecb.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">N\u1ebfu ng\u01b0\u1eddi d\u00f9ng b\u1eaft \u0111\u1ea7u xem n\u1ed9i dung v\u1ec1 m\u1ed9t ch\u1ee7 \u0111\u1ec1 m\u1edbi, thu\u1eadt to\u00e1n s\u1ebd nhanh ch\u00f3ng \u0111i\u1ec1u ch\u1ec9nh c\u00e1c \u0111\u1ec1 xu\u1ea5t c\u1ee7a m\u00ecnh.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0110i\u1ec1u n\u00e0y cho ph\u00e9p h\u1ec7 th\u1ed1ng theo d\u00f5i nh\u1eefng thay \u0111\u1ed5i v\u1ec1 s\u1edf th\u00edch.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Gi\u1ea3m thi\u1ec3u t\u00ecnh tr\u1ea1ng qu\u00e1 t\u1ea3i th\u00f4ng tin<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Tr\u00ean internet c\u00f3 m\u1ed9t l\u01b0\u1ee3ng n\u1ed9i dung kh\u1ed5ng l\u1ed3.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e1c thu\u1eadt to\u00e1n gi\u00fap l\u1ecdc th\u00f4ng tin n\u00e0y, ch\u1ec9 hi\u1ec3n th\u1ecb nh\u1eefng th\u00f4ng tin c\u00f3 kh\u1ea3 n\u0103ng g\u00e2y h\u1ee9ng th\u00fa nh\u1ea5t.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">B\u1ed9 l\u1ecdc n\u00e0y gi\u00fap vi\u1ec7c \u0111i\u1ec1u h\u01b0\u1edbng d\u1ec5 d\u00e0ng h\u01a1n v\u00e0 c\u1ea3i thi\u1ec7n tr\u1ea3i nghi\u1ec7m ng\u01b0\u1eddi d\u00f9ng.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">X\u00e1c \u0111\u1ecbnh nh\u1eefng m\u1ed1i quan t\u00e2m ti\u1ec1m \u1ea9n<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e1c thu\u1eadt to\u00e1n c\u0169ng c\u00f3 th\u1ec3 x\u00e1c \u0111\u1ecbnh c\u00e1c m\u1ed1i quan h\u1ec7 gi\u00e1n ti\u1ebfp gi\u1eefa c\u00e1c n\u1ed9i dung.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">V\u00ed d\u1ee5, nh\u1eefng ng\u01b0\u1eddi quan t\u00e2m \u0111\u1ebfn m\u1ed9t ch\u1ee7 \u0111\u1ec1 c\u1ee5 th\u1ec3 c\u0169ng c\u00f3 th\u1ec3 quan t\u00e2m \u0111\u1ebfn c\u00e1c ch\u1ee7 \u0111\u1ec1 li\u00ean quan.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Nh\u1eefng m\u1ed1i li\u00ean h\u1ec7 n\u00e0y gi\u00fap m\u1edf r\u1ed9ng ph\u1ea1m vi c\u00e1c \u0111\u1ec1 xu\u1ea5t.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">C\u1ea3i ti\u1ebfn li\u00ean t\u1ee5c c\u00e1c m\u00f4 h\u00ecnh<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e1c m\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c thu\u1eadt to\u00e1n s\u1eed d\u1ee5ng \u0111\u01b0\u1ee3c c\u1eadp nh\u1eadt th\u01b0\u1eddng xuy\u00ean.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e1c k\u1ef9 s\u01b0 v\u00e0 nh\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u \u0111i\u1ec1u ch\u1ec9nh h\u1ec7 th\u1ed1ng \u0111\u1ec3 l\u00e0m cho ch\u00fang hi\u1ec7u qu\u1ea3 h\u01a1n v\u00e0 gi\u1ea3m thi\u1ec3u l\u1ed7i.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Vi\u1ec7c li\u00ean t\u1ee5c c\u1ea3i ti\u1ebfn n\u00e0y gi\u00fap n\u00e2ng cao ch\u1ea5t l\u01b0\u1ee3ng c\u1ee7a c\u00e1c khuy\u1ebfn ngh\u1ecb.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u1ea2nh h\u01b0\u1edfng c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u00f3ng vai tr\u00f2 then ch\u1ed1t trong qu\u00e1 tr\u00ecnh n\u00e0y.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e1c m\u00f4 h\u00ecnh ti\u00ean ti\u1ebfn c\u00f3 kh\u1ea3 n\u0103ng x\u00e1c \u0111\u1ecbnh c\u00e1c m\u1eabu c\u1ef1c k\u1ef3 ph\u1ee9c t\u1ea1p trong kh\u1ed1i l\u01b0\u1ee3ng d\u1eef li\u1ec7u l\u1edbn.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0110i\u1ec1u n\u00e0y cho ph\u00e9p \u0111\u01b0a ra nh\u1eefng d\u1ef1 \u0111o\u00e1n ng\u00e0y c\u00e0ng ch\u00ednh x\u00e1c h\u01a1n v\u1ec1 s\u1edf th\u00edch c\u1ee7a ng\u01b0\u1eddi d\u00f9ng.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Nh\u1eefng th\u00e1ch th\u1ee9c v\u00e0 h\u1ea1n ch\u1ebf c\u1ee7a thu\u1eadt to\u00e1n<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">M\u1eb7c d\u00f9 hi\u1ec7u qu\u1ea3, thu\u1eadt to\u00e1n kh\u00f4ng ph\u1ea3i l\u00fac n\u00e0o c\u0169ng ho\u00e0n h\u1ea3o.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ch\u00fang c\u00f3 th\u1ec3 c\u1ee7ng c\u1ed1 nh\u1eefng s\u1edf th\u00edch hi\u1ec7n c\u00f3 v\u00e0 h\u1ea1n ch\u1ebf vi\u1ec7c ti\u1ebfp x\u00fac v\u1edbi n\u1ed9i dung m\u1edbi.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Hi\u1ec7n t\u01b0\u1ee3ng n\u00e0y \u0111\u01b0\u1ee3c g\u1ecdi l\u00e0 &quot;bong b\u00f3ng \u0111\u1ec1 xu\u1ea5t&quot;.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">C\u00e2n b\u1eb1ng gi\u1eefa c\u00e1 nh\u00e2n h\u00f3a v\u00e0 s\u1ef1 \u0111a d\u1ea1ng.<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0110\u1ec3 tr\u00e1nh nh\u1eefng h\u1ea1n ch\u1ebf trong vi\u1ec7c \u0111\u1ec1 xu\u1ea5t, m\u1ed9t s\u1ed1 n\u1ec1n t\u1ea3ng c\u1ed1 g\u1eafng bao g\u1ed3m n\u1ed9i dung \u0111a d\u1ea1ng.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Vi\u1ec7c k\u1ebft h\u1ee3p c\u00e1c \u0111\u1ec1 xu\u1ea5t quen thu\u1ed9c v\u1edbi c\u00e1c t\u00ednh n\u0103ng m\u1edbi gi\u00fap n\u00e2ng cao tr\u1ea3i nghi\u1ec7m ng\u01b0\u1eddi d\u00f9ng.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">S\u1ef1 c\u00e2n b\u1eb1ng n\u00e0y l\u00e0m cho c\u00e1c \u0111\u1ec1 xu\u1ea5t tr\u1edf n\u00ean th\u00fa v\u1ecb h\u01a1n.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Thu\u1eadt to\u00e1n d\u01b0\u1eddng nh\u01b0 &quot;\u0111o\u00e1n&quot; s\u1edf th\u00edch nh\u01b0 th\u1ebf n\u00e0o?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">C\u1ea3m gi\u00e1c r\u1eb1ng c\u00e1c \u1ee9ng d\u1ee5ng bi\u1ebft ch\u00ednh x\u00e1c nh\u1eefng g\u00ec ng\u01b0\u1eddi d\u00f9ng mu\u1ed1n xem kh\u00f4ng ph\u1ea3i l\u00e0 ph\u00e9p thu\u1eadt, m\u00e0 l\u00e0 k\u1ebft qu\u1ea3 c\u1ee7a vi\u1ec7c ph\u00e2n t\u00edch d\u1eef li\u1ec7u ph\u1ee9c t\u1ea1p. B\u1eb1ng c\u00e1ch quan s\u00e1t c\u00e1c m\u00f4 h\u00ecnh h\u00e0nh vi, so s\u00e1nh c\u00e1c h\u1ed3 s\u01a1 t\u01b0\u01a1ng t\u1ef1 v\u00e0 li\u00ean t\u1ee5c h\u1ecdc h\u1ecfi t\u1eeb m\u1ed7i t\u01b0\u01a1ng t\u00e1c, c\u00e1c thu\u1eadt to\u00e1n c\u00f3 th\u1ec3 d\u1ef1 \u0111o\u00e1n s\u1edf th\u00edch v\u1edbi \u0111\u1ed9 ch\u00ednh x\u00e1c cao. S\u1ef1 k\u1ebft h\u1ee3p gi\u1eefa thu th\u1eadp d\u1eef li\u1ec7u, h\u1ecdc m\u00e1y v\u00e0 c\u00e1 nh\u00e2n h\u00f3a quy m\u00f4 l\u1edbn n\u00e0y \u0111\u00e3 bi\u1ebfn \u0111\u1ed5i tr\u1ea3i nghi\u1ec7m k\u1ef9 thu\u1eadt s\u1ed1, cho ph\u00e9p m\u1ed7i ng\u01b0\u1eddi d\u00f9ng nh\u1eadn \u0111\u01b0\u1ee3c n\u1ed9i dung ph\u00f9 h\u1ee3p v\u1edbi h\u1ed3 s\u01a1 c\u1ee7a ri\u00eang h\u1ecd trong c\u00e1c n\u1ec1n t\u1ea3ng ng\u00e0y c\u00e0ng th\u00f4ng minh.<\/p>","protected":false},"excerpt":{"rendered":"<p>No ambiente digital moderno, \u00e9 comum perceber que plataformas parecem \u201cadivinhar\u201d o que um usu\u00e1rio pode gostar. V\u00eddeos sugeridos, produtos recomendados, m\u00fasicas semelhantes e conte\u00fados personalizados aparecem constantemente em aplicativos e sites. Essa capacidade de prever prefer\u00eancias n\u00e3o \u00e9 resultado de intui\u00e7\u00e3o, mas de sistemas matem\u00e1ticos avan\u00e7ados conhecidos como algoritmos de recomenda\u00e7\u00e3o. Esses algoritmos analisam [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":417,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[32],"tags":[],"class_list":["post-416","post","type-post","status-publish","format-standard","has-post-thumbnail","category-curiosidades"],"_links":{"self":[{"href":"https:\/\/artigonews.com\/vi\/wp-json\/wp\/v2\/posts\/416","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/artigonews.com\/vi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/artigonews.com\/vi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/artigonews.com\/vi\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/artigonews.com\/vi\/wp-json\/wp\/v2\/comments?post=416"}],"version-history":[{"count":1,"href":"https:\/\/artigonews.com\/vi\/wp-json\/wp\/v2\/posts\/416\/revisions"}],"predecessor-version":[{"id":418,"href":"https:\/\/artigonews.com\/vi\/wp-json\/wp\/v2\/posts\/416\/revisions\/418"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/artigonews.com\/vi\/wp-json\/wp\/v2\/media\/417"}],"wp:attachment":[{"href":"https:\/\/artigonews.com\/vi\/wp-json\/wp\/v2\/media?parent=416"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/artigonews.com\/vi\/wp-json\/wp\/v2\/categories?post=416"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/artigonews.com\/vi\/wp-json\/wp\/v2\/tags?post=416"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}