{"id":476309,"date":"2023-08-09T07:28:31","date_gmt":"2023-08-09T07:28:31","guid":{"rendered":""},"modified":"2023-09-05T11:12:26","modified_gmt":"2023-09-05T11:12:26","slug":"cognitive-computing","status":"publish","type":"wiki","link":"https:\/\/oneproxy.pro\/vn\/wiki\/cognitive-computing\/","title":{"rendered":"\u0110i\u1ec7n to\u00e1n nh\u1eadn th\u1ee9c"},"content":{"rendered":"<p>\u0110i\u1ec7n to\u00e1n nh\u1eadn th\u1ee9c \u0111\u1ec1 c\u1eadp \u0111\u1ebfn vi\u1ec7c m\u00f4 ph\u1ecfng qu\u00e1 tr\u00ecnh suy ngh\u0129 c\u1ee7a con ng\u01b0\u1eddi trong m\u1ed9t m\u00f4 h\u00ecnh m\u00e1y t\u00ednh. L\u0129nh v\u1ef1c c\u00f4ng ngh\u1ec7 n\u00e0y li\u00ean quan \u0111\u1ebfn c\u00e1c h\u1ec7 th\u1ed1ng t\u1ef1 h\u1ecdc b\u1eaft ch\u01b0\u1edbc c\u00e1ch ho\u1ea1t \u0111\u1ed9ng c\u1ee7a b\u1ed9 n\u00e3o con ng\u01b0\u1eddi, s\u1eed d\u1ee5ng thu\u1eadt to\u00e1n h\u1ecdc m\u00e1y, khai th\u00e1c d\u1eef li\u1ec7u, nh\u1eadn d\u1ea1ng m\u1eabu v\u00e0 x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean. M\u1ee5c ti\u00eau cu\u1ed1i c\u00f9ng c\u1ee7a \u0111i\u1ec7n to\u00e1n nh\u1eadn th\u1ee9c l\u00e0 t\u1ea1o ra c\u00e1c h\u1ec7 th\u1ed1ng CNTT t\u1ef1 \u0111\u1ed9ng c\u00f3 kh\u1ea3 n\u0103ng gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 m\u00e0 kh\u00f4ng c\u1ea7n s\u1ef1 tr\u1ee3 gi\u00fap c\u1ee7a con ng\u01b0\u1eddi.<\/p>\n<h2>Ngu\u1ed3n g\u1ed1c l\u1ecbch s\u1eed v\u00e0 nh\u1eefng \u0111\u1ec1 c\u1eadp \u0111\u1ea7u ti\u00ean v\u1ec1 m\u00e1y t\u00ednh nh\u1eadn th\u1ee9c<\/h2>\n<p>Kh\u00e1i ni\u1ec7m \u0111i\u1ec7n to\u00e1n nh\u1eadn th\u1ee9c c\u00f3 th\u1ec3 b\u1eaft ngu\u1ed3n t\u1eeb nh\u1eefng n\u0103m 1950 v\u00e0 s\u1ef1 ra \u0111\u1eddi c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o. \u00dd t\u01b0\u1edfng l\u00e0 ch\u1ebf t\u1ea1o nh\u1eefng c\u1ed7 m\u00e1y c\u00f3 th\u1ec3 m\u00f4 ph\u1ecfng tr\u00ed th\u00f4ng minh c\u1ee7a con ng\u01b0\u1eddi. Tuy nhi\u00ean, thu\u1eadt ng\u1eef \u201c\u0110i\u1ec7n to\u00e1n nh\u1eadn th\u1ee9c\u201d \u0111\u01b0\u1ee3c IBM \u0111\u1eb7t ra v\u00e0o th\u1ebf k\u1ef7 21, g\u1eafn li\u1ec1n v\u1edbi d\u1ef1 \u00e1n Watson c\u1ee7a h\u1ecd. D\u1ef1 \u00e1n Watson, \u0111\u01b0\u1ee3c c\u00f4ng b\u1ed1 n\u0103m 2005, nh\u1eb1m m\u1ee5c \u0111\u00edch ph\u00e1t tri\u1ec3n m\u1ed9t h\u1ec7 th\u1ed1ng tr\u1ea3 l\u1eddi c\u00e2u h\u1ecfi c\u00f3 kh\u1ea3 n\u0103ng hi\u1ec3u, h\u1ecdc v\u00e0 ph\u1ea3n h\u1ed3i ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean.<\/p>\n<h2>M\u1edf r\u1ed9ng ch\u1ee7 \u0111\u1ec1: \u0110i\u1ec7n to\u00e1n nh\u1eadn th\u1ee9c m\u1ed9t c\u00e1ch chi ti\u1ebft<\/h2>\n<p>\u0110i\u1ec7n to\u00e1n nh\u1eadn th\u1ee9c \u0111\u1ea1i di\u1ec7n cho m\u1ed9t d\u1ea1ng c\u00f4ng ngh\u1ec7 \u0111i\u1ec7n to\u00e1n ti\u00ean ti\u1ebfn b\u1eaft ch\u01b0\u1edbc ho\u1ea1t \u0111\u1ed9ng c\u1ee7a b\u1ed9 n\u00e3o con ng\u01b0\u1eddi. N\u00f3 bao g\u1ed3m nhi\u1ec1u l\u0129nh v\u1ef1c nh\u01b0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, h\u1ecdc m\u00e1y, x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean, ph\u00e2n t\u00edch t\u00ecnh c\u1ea3m v\u00e0 nh\u1eadn th\u1ee9c theo ng\u1eef c\u1ea3nh.<\/p>\n<p>H\u1ec7 th\u1ed1ng nh\u1eadn th\u1ee9c r\u1ea5t ph\u1ee9c t\u1ea1p v\u00e0 m\u1ea1nh m\u1ebd, c\u00f3 kh\u1ea3 n\u0103ng t\u1ed5ng h\u1ee3p m\u1ed9t l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u c\u00f3 c\u1ea5u tr\u00fac v\u00e0 phi c\u1ea5u tr\u00fac \u0111\u1ec3 hi\u1ec3u th\u1ebf gi\u1edbi. H\u1ecd kh\u00f4ng ch\u1ec9 x\u1eed l\u00fd th\u00f4ng tin; h\u1ecd hi\u1ec3u, suy lu\u1eadn, h\u1ecdc h\u1ecfi v\u00e0 t\u01b0\u01a1ng t\u00e1c, t\u01b0\u01a1ng t\u1ef1 nh\u01b0 c\u00e1ch con ng\u01b0\u1eddi l\u00e0m. \u0110i\u1ec7n to\u00e1n nh\u1eadn th\u1ee9c nh\u1eb1m m\u1ee5c \u0111\u00edch t\u0103ng c\u01b0\u1eddng kh\u1ea3 n\u0103ng ra quy\u1ebft \u0111\u1ecbnh c\u1ee7a con ng\u01b0\u1eddi ch\u1ee9 kh\u00f4ng thay th\u1ebf ch\u00fang.<\/p>\n<h2>C\u01a1 ch\u1ebf b\u00ean trong c\u1ee7a m\u00e1y t\u00ednh nh\u1eadn th\u1ee9c<\/h2>\n<p>Tr\u1ecdng t\u00e2m c\u1ee7a \u0111i\u1ec7n to\u00e1n nh\u1eadn th\u1ee9c l\u00e0 kh\u00e1i ni\u1ec7m h\u1ecdc m\u00e1y, cho ph\u00e9p h\u1ec7 th\u1ed1ng h\u1ecdc t\u1eeb d\u1eef li\u1ec7u \u0111\u1ea7u v\u00e0o v\u00e0 c\u1ea3i thi\u1ec7n theo th\u1eddi gian m\u00e0 kh\u00f4ng c\u1ea7n l\u1eadp tr\u00ecnh r\u00f5 r\u00e0ng. N\u00f3 s\u1eed d\u1ee5ng c\u00e1c thu\u1eadt to\u00e1n v\u00e0 m\u00f4 h\u00ecnh ti\u00ean ti\u1ebfn \u0111\u1ec3 ph\u00e2n t\u00edch v\u00e0 gi\u1ea3i th\u00edch l\u01b0\u1ee3ng d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3.<\/p>\n<p>C\u00e1c th\u00e0nh ph\u1ea7n c\u1ee7a h\u1ec7 th\u1ed1ng M\u00e1y t\u00ednh nh\u1eadn th\u1ee9c bao g\u1ed3m:<\/p>\n<ol>\n<li>H\u1ecdc t\u1eadp th\u00edch \u1ee9ng: N\u00f3 h\u1ecdc khi th\u00f4ng tin thay \u0111\u1ed5i c\u0169ng nh\u01b0 khi c\u00e1c m\u1ee5c ti\u00eau v\u00e0 y\u00eau c\u1ea7u ph\u00e1t tri\u1ec3n.<\/li>\n<li>T\u01b0\u01a1ng t\u00e1c: N\u00f3 t\u01b0\u01a1ng t\u00e1c m\u1ed9t c\u00e1ch t\u1ef1 nhi\u00ean v\u1edbi ng\u01b0\u1eddi d\u00f9ng, th\u00eam y\u1ebfu t\u1ed1 ng\u1eef c\u1ea3nh v\u00e0o tr\u1ea3i nghi\u1ec7m ng\u01b0\u1eddi d\u00f9ng.<\/li>\n<li>L\u1eb7p l\u1ea1i v\u00e0 c\u00f3 tr\u1ea1ng th\u00e1i: N\u00f3 ghi nh\u1edb c\u00e1c t\u01b0\u01a1ng t\u00e1c tr\u01b0\u1edbc \u0111\u00f3 trong m\u1ed9t quy tr\u00ecnh v\u00e0 tr\u1ea3 v\u1ec1 th\u00f4ng tin ph\u00f9 h\u1ee3p v\u1edbi b\u1ed1i c\u1ea3nh c\u1ee5 th\u1ec3.<\/li>\n<li>Hi\u1ec3u bi\u1ebft theo ng\u1eef c\u1ea3nh: N\u00f3 hi\u1ec3u, x\u00e1c \u0111\u1ecbnh v\u00e0 tr\u00edch xu\u1ea5t c\u00e1c y\u1ebfu t\u1ed1 theo ng\u1eef c\u1ea3nh nh\u01b0 \u00fd ngh\u0129a, c\u00fa ph\u00e1p, th\u1eddi gian, \u0111\u1ecba \u0111i\u1ec3m, mi\u1ec1n th\u00edch h\u1ee3p, quy \u0111\u1ecbnh, h\u1ed3 s\u01a1, quy tr\u00ecnh, nhi\u1ec7m v\u1ee5 v\u00e0 m\u1ee5c ti\u00eau c\u1ee7a ng\u01b0\u1eddi d\u00f9ng.<\/li>\n<\/ol>\n<h2>C\u00e1c t\u00ednh n\u0103ng ch\u00ednh c\u1ee7a \u0111i\u1ec7n to\u00e1n nh\u1eadn th\u1ee9c<\/h2>\n<p>C\u00e1c t\u00ednh n\u0103ng quan tr\u1ecdng c\u1ee7a h\u1ec7 th\u1ed1ng \u0111i\u1ec7n to\u00e1n nh\u1eadn th\u1ee9c l\u00e0:<\/p>\n<ul>\n<li>Th\u00edch \u1ee9ng: H\u1ecd c\u00f3 th\u1ec3 h\u1ecdc h\u1ecfi khi th\u00f4ng tin thay \u0111\u1ed5i v\u00e0 m\u1ee5c ti\u00eau ph\u00e1t tri\u1ec3n.<\/li>\n<li>T\u01b0\u01a1ng t\u00e1c: Ch\u00fang c\u00f3 th\u1ec3 t\u01b0\u01a1ng t\u00e1c v\u1edbi ng\u01b0\u1eddi d\u00f9ng v\u00e0 c\u00e1c b\u1ed9 x\u1eed l\u00fd, thi\u1ebft b\u1ecb v\u00e0 d\u1ecbch v\u1ee5 \u0111\u00e1m m\u00e2y kh\u00e1c.<\/li>\n<li>L\u1eb7p l\u1ea1i: H\u1ecd c\u00f3 th\u1ec3 x\u00e1c \u0111\u1ecbnh v\u1ea5n \u0111\u1ec1 b\u1eb1ng c\u00e1ch \u0111\u1eb7t c\u00e2u h\u1ecfi ho\u1eb7c l\u1ea5y d\u1eef li\u1ec7u b\u1ed5 sung n\u1ebfu tuy\u00ean b\u1ed1 v\u1ea5n \u0111\u1ec1 kh\u00f4ng r\u00f5 r\u00e0ng ho\u1eb7c ph\u1ee9c t\u1ea1p.<\/li>\n<li>Ng\u1eef c\u1ea3nh: H\u1ecd hi\u1ec3u, x\u00e1c \u0111\u1ecbnh v\u00e0 khai th\u00e1c c\u00e1c y\u1ebfu t\u1ed1 ng\u1eef c\u1ea3nh nh\u01b0 \u00fd ngh\u0129a, c\u00fa ph\u00e1p v\u00e0 th\u1eddi gian.<\/li>\n<\/ul>\n<h2>C\u00e1c lo\u1ea1i m\u00e1y t\u00ednh nh\u1eadn th\u1ee9c<\/h2>\n<p>M\u1eb7c d\u00f9 \u0111i\u1ec7n to\u00e1n nh\u1eadn th\u1ee9c l\u00e0 m\u1ed9t l\u0129nh v\u1ef1c r\u1ed9ng nh\u01b0ng n\u00f3 c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c ph\u00e2n th\u00e0nh nhi\u1ec1u lo\u1ea1i kh\u00e1c nhau d\u1ef1a tr\u00ean c\u00e1c k\u1ef9 thu\u1eadt \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng:<\/p>\n<ol>\n<li>H\u1ecdc m\u00e1y: C\u00e1c thu\u1eadt to\u00e1n h\u1ecdc t\u1eeb d\u1eef li\u1ec7u v\u00e0 c\u1ea3i thi\u1ec7n \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a ch\u00fang theo th\u1eddi gian.<\/li>\n<li>X\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean: Hi\u1ec3u v\u00e0 t\u1ea1o ra ng\u00f4n ng\u1eef c\u1ee7a con ng\u01b0\u1eddi.<\/li>\n<li>Th\u1ecb gi\u00e1c m\u00e1y t\u00ednh: Tr\u00edch xu\u1ea5t, ph\u00e2n t\u00edch v\u00e0 hi\u1ec3u th\u00f4ng tin t\u1eeb h\u00ecnh \u1ea3nh v\u00e0 d\u1eef li\u1ec7u \u0111a chi\u1ec1u.<\/li>\n<li>Robotics: M\u00e1y m\u00f3c c\u00f3 kh\u1ea3 n\u0103ng th\u1ef1c hi\u1ec7n nhi\u1ec7m v\u1ee5 v\u1edbi \u0111\u1ed9 ch\u00ednh x\u00e1c cao.<\/li>\n<li>H\u1ec7 th\u1ed1ng chuy\u00ean gia: Ph\u1ea7n m\u1ec1m cung c\u1ea5p gi\u1ea3i th\u00edch v\u00e0 l\u1eddi khuy\u00ean cho ng\u01b0\u1eddi d\u00f9ng.<\/li>\n<li>Nh\u1eadn d\u1ea1ng gi\u1ecdng n\u00f3i: Chuy\u1ec3n \u0111\u1ed5i v\u00e0 chuy\u1ec3n \u0111\u1ed5i gi\u1ecdng n\u00f3i c\u1ee7a con ng\u01b0\u1eddi th\u00e0nh \u0111\u1ecbnh d\u1ea1ng h\u1eefu \u00edch cho c\u00e1c \u1ee9ng d\u1ee5ng m\u00e1y t\u00ednh.<\/li>\n<\/ol>\n<h2>C\u00e1ch s\u1eed d\u1ee5ng, v\u1ea5n \u0111\u1ec1 v\u00e0 gi\u1ea3i ph\u00e1p trong \u0111i\u1ec7n to\u00e1n nh\u1eadn th\u1ee9c<\/h2>\n<p>\u0110i\u1ec7n to\u00e1n nh\u1eadn th\u1ee9c c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng trong nhi\u1ec1u l\u0129nh v\u1ef1c kh\u00e1c nhau nh\u01b0 ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe, gi\u00e1o d\u1ee5c, t\u00e0i ch\u00ednh v\u00e0 d\u1ecbch v\u1ee5 kh\u00e1ch h\u00e0ng. V\u00ed d\u1ee5, trong ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe, n\u00f3 c\u00f3 th\u1ec3 gi\u00fap b\u00e1c s\u0129 ph\u00e2n t\u00edch c\u00e1c tri\u1ec7u ch\u1ee9ng, ti\u1ec1n s\u1eed b\u1ec7nh v\u00e0 nghi\u00ean c\u1ee9u m\u1edbi nh\u1ea5t c\u1ee7a b\u1ec7nh nh\u00e2n \u0111\u1ec3 \u0111\u01b0a ra khuy\u1ebfn ngh\u1ecb d\u1ef1a tr\u00ean b\u1eb1ng ch\u1ee9ng.<\/p>\n<p>Th\u00e1ch th\u1ee9c ch\u00ednh v\u1edbi \u0111i\u1ec7n to\u00e1n nh\u1eadn th\u1ee9c n\u1eb1m \u1edf vi\u1ec7c qu\u1ea3n l\u00fd v\u00e0 di\u1ec5n gi\u1ea3i l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u phi c\u1ea5u tr\u00fac. Gi\u1ea3i ph\u00e1p cho v\u1ea5n \u0111\u1ec1 n\u00e0y li\u00ean quan \u0111\u1ebfn nh\u1eefng ti\u1ebfn b\u1ed9 trong k\u1ef9 thu\u1eadt khai th\u00e1c d\u1eef li\u1ec7u v\u00e0 s\u1eed d\u1ee5ng si\u00eau m\u00e1y t\u00ednh.<\/p>\n<h2>So s\u00e1nh v\u00e0 \u0111\u1eb7c \u0111i\u1ec3m<\/h2>\n<p>\u0110i\u1ec7n to\u00e1n nh\u1eadn th\u1ee9c th\u01b0\u1eddng \u0111\u01b0\u1ee3c so s\u00e1nh v\u1edbi c\u00e1c thu\u1eadt ng\u1eef nh\u01b0 h\u1ecdc m\u00e1y (ML), tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) v\u00e0 h\u1ecdc s\u00e2u (DL). M\u1eb7c d\u00f9 c\u00f3 nh\u1eefng \u0111i\u1ec3m t\u01b0\u01a1ng \u0111\u1ed3ng nh\u01b0ng \u0111i\u1ec7n to\u00e1n nh\u1eadn th\u1ee9c kh\u00e1c nhau ch\u1ee7 y\u1ebfu \u1edf m\u1ee5c ti\u00eau \u2013 m\u00f4 ph\u1ecfng qu\u00e1 tr\u00ecnh suy ngh\u0129 c\u1ee7a con ng\u01b0\u1eddi trong m\u00f4 h\u00ecnh m\u00e1y t\u00ednh v\u00e0 gi\u00fap con ng\u01b0\u1eddi \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh.<\/p>\n<table>\n<thead>\n<tr>\n<th>Thu\u1eadt ng\u1eef<\/th>\n<th>\u0110\u1eb7c tr\u01b0ng<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><strong>Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/strong><\/td>\n<td>M\u00f4 ph\u1ecfng c\u00e1c qu\u00e1 tr\u00ecnh tr\u00ed tu\u1ec7 c\u1ee7a con ng\u01b0\u1eddi nh\u01b0 h\u1ecdc t\u1eadp, l\u00fd lu\u1eadn v\u00e0 t\u1ef1 s\u1eeda l\u1ed7i.<\/td>\n<\/tr>\n<tr>\n<td><strong>H\u1ecdc m\u00e1y<\/strong><\/td>\n<td>M\u1ed9t t\u1eadp h\u1ee3p con c\u1ee7a AI s\u1eed d\u1ee5ng c\u00e1c ph\u01b0\u01a1ng ph\u00e1p th\u1ed1ng k\u00ea \u0111\u1ec3 cho ph\u00e9p m\u00e1y m\u00f3c c\u1ea3i thi\u1ec7n theo kinh nghi\u1ec7m.<\/td>\n<\/tr>\n<tr>\n<td><strong>H\u1ecdc k\u0129 c\u00e0ng<\/strong><\/td>\n<td>M\u1ed9t t\u1eadp h\u1ee3p con c\u1ee7a ML gi\u00fap cho vi\u1ec7c t\u00ednh to\u00e1n m\u1ea1ng n\u01a1-ron nhi\u1ec1u l\u1edbp tr\u1edf n\u00ean kh\u1ea3 thi.<\/td>\n<\/tr>\n<tr>\n<td><strong>\u0110i\u1ec7n to\u00e1n nh\u1eadn th\u1ee9c<\/strong><\/td>\n<td>M\u00f4 ph\u1ecfng qu\u00e1 tr\u00ecnh suy ngh\u0129 c\u1ee7a con ng\u01b0\u1eddi v\u00e0 \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 h\u1ed7 tr\u1ee3 con ng\u01b0\u1eddi \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>Quan \u0111i\u1ec3m v\u00e0 c\u00f4ng ngh\u1ec7 t\u01b0\u01a1ng lai trong \u0111i\u1ec7n to\u00e1n nh\u1eadn th\u1ee9c<\/h2>\n<p>T\u01b0\u01a1ng lai c\u1ee7a \u0111i\u1ec7n to\u00e1n nh\u1eadn th\u1ee9c \u0111\u1ea7y h\u1ee9a h\u1eb9n v\u1edbi nh\u1eefng ti\u1ebfn b\u1ed9 \u0111\u01b0\u1ee3c k\u1ef3 v\u1ecdng s\u1ebd mang l\u1ea1i nhi\u1ec1u kh\u1ea3 n\u0103ng gi\u1ed1ng con ng\u01b0\u1eddi h\u01a1n. H\u1ec7 th\u1ed1ng nh\u1eadn th\u1ee9c c\u00f3 th\u1ec3 tr\u1edf th\u00e0nh ti\u00eau chu\u1ea9n trong qu\u00e1 tr\u00ecnh ra quy\u1ebft \u0111\u1ecbnh. H\u01a1n n\u1eefa, khi c\u00f4ng ngh\u1ec7 Internet of Things (IoT) ti\u1ebfp t\u1ee5c ph\u00e1t tri\u1ec3n, \u0111i\u1ec7n to\u00e1n nh\u1eadn th\u1ee9c c\u00f3 th\u1ec3 s\u1ebd \u0111\u00f3ng m\u1ed9t vai tr\u00f2 quan tr\u1ecdng trong vi\u1ec7c ph\u00e2n t\u00edch d\u1eef li\u1ec7u do c\u00e1c thi\u1ebft b\u1ecb n\u00e0y t\u1ea1o ra.<\/p>\n<h2>S\u1ef1 giao thoa gi\u1eefa m\u00e1y ch\u1ee7 proxy v\u00e0 \u0111i\u1ec7n to\u00e1n nh\u1eadn th\u1ee9c<\/h2>\n<p>C\u00e1c m\u00e1y ch\u1ee7 proxy, gi\u1ed1ng nh\u01b0 c\u00e1c m\u00e1y ch\u1ee7 do OneProxy cung c\u1ea5p, c\u00f3 th\u1ec3 \u0111\u00f3ng m\u1ed9t vai tr\u00f2 quan tr\u1ecdng trong \u0111i\u1ec7n to\u00e1n nh\u1eadn th\u1ee9c. B\u1eb1ng c\u00e1ch cung c\u1ea5p m\u1ed9t trung gian cho c\u00e1c y\u00eau c\u1ea7u t\u1eeb kh\u00e1ch h\u00e0ng \u0111ang t\u00ecm ki\u1ebfm t\u00e0i nguy\u00ean, m\u00e1y ch\u1ee7 proxy c\u00f3 th\u1ec3 th\u00eam m\u1ed9t l\u1edbp b\u1ea3o m\u1eadt b\u1ed5 sung. H\u01a1n n\u1eefa, \u0111i\u1ec7n to\u00e1n nh\u1eadn th\u1ee9c c\u00f3 th\u1ec3 n\u00e2ng cao hi\u1ec7u qu\u1ea3 c\u1ee7a m\u00e1y ch\u1ee7 proxy b\u1eb1ng c\u00e1ch h\u1ecdc h\u1ecfi v\u00e0 th\u00edch \u1ee9ng v\u1edbi c\u00e1c m\u1eabu l\u01b0u l\u01b0\u1ee3ng truy c\u1eadp, ph\u00e1t hi\u1ec7n s\u1ef1 b\u1ea5t th\u01b0\u1eddng v\u00e0 ng\u0103n ch\u1eb7n c\u00e1c vi ph\u1ea1m b\u1ea3o m\u1eadt.<\/p>\n<h2>Li\u00ean k\u1ebft li\u00ean quan<\/h2>\n<p>\u0110\u1ec3 bi\u1ebft th\u00eam th\u00f4ng tin v\u1ec1 \u0110i\u1ec7n to\u00e1n nh\u1eadn th\u1ee9c, b\u1ea1n c\u00f3 th\u1ec3 tham kh\u1ea3o c\u00e1c t\u00e0i nguy\u00ean sau:<\/p>\n<ol>\n<li><a href=\"https:\/\/www.ibm.com\/watson\" target=\"_new\" rel=\"noopener nofollow\">Watson c\u1ee7a IBM: M\u00e1y t\u00ednh nh\u1eadn th\u1ee9c ti\u00ean phong<\/a><\/li>\n<li><a href=\"https:\/\/ocw.mit.edu\/courses\/electrical-engineering-and-computer-science\/6-868j-the-society-of-mind-fall-2011\/\" target=\"_new\" rel=\"noopener nofollow\">Gi\u1edbi thi\u1ec7u v\u1ec1 m\u00e1y t\u00ednh nh\u1eadn th\u1ee9c c\u1ee7a MIT<\/a><\/li>\n<li><a href=\"https:\/\/research.google\/research-areas\/machine-intelligence\/\" target=\"_new\" rel=\"noopener nofollow\">Nghi\u00ean c\u1ee9u \u0111i\u1ec7n to\u00e1n nh\u1eadn th\u1ee9c t\u1ea1i Google<\/a><\/li>\n<li><a href=\"https:\/\/www.amazon.com\/Cognitive-Computing-Brief-Guide-Changers\/dp\/1941871047\" target=\"_new\" rel=\"noopener nofollow\">\u0110i\u1ec7n to\u00e1n nh\u1eadn th\u1ee9c: H\u01b0\u1edbng d\u1eabn ng\u1eafn g\u1ecdn d\u00e0nh cho ng\u01b0\u1eddi thay \u0111\u1ed5i tr\u00f2 ch\u01a1i<\/a><\/li>\n<\/ol>","protected":false},"featured_media":476310,"menu_order":0,"template":"","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"class_list":["post-476309","wiki","type-wiki","status-publish","has-post-thumbnail","hentry"],"acf":{"faq_title":"Frequently Asked Questions about <mark>Cognitive Computing: The Nexus of Technology and Human Thought Processes<\/mark>","faq_items":[{"question":"What is Cognitive Computing?","answer":"<p>Cognitive computing refers to the simulation of human thought processes in a computerized model. It involves self-learning systems that use machine learning algorithms, data mining, pattern recognition, and natural language processing to mimic the way the human brain works. The ultimate goal is to create automated IT systems that can solve problems without human assistance.<\/p>"},{"question":"When was the term \"Cognitive Computing\" first coined?","answer":"<p>The term \"Cognitive Computing\" was coined in the 21st century by IBM, associated with their project Watson. The Watson project aimed to develop a question-answering system capable of understanding, learning, and responding to natural language.<\/p>"},{"question":"How does Cognitive Computing work?","answer":"<p>Cognitive computing uses machine learning, allowing the system to learn from data input and improve over time without being explicitly programmed. It uses advanced algorithms and models to analyze and interpret a vast amount of data. It learns as information changes and goals evolve, interacts naturally with users, remembers previous interactions, and understands the context.<\/p>"},{"question":"What are the key features of Cognitive Computing?","answer":"<p>The key features of cognitive computing include being adaptive, interactive, iterative, and contextual. These systems can learn as information changes and goals evolve, interact with users and other processors, identify problems by asking questions or pulling in additional data, and understand and mine contextual elements like meaning, syntax, and time.<\/p>"},{"question":"What are the different types of Cognitive Computing?","answer":"<p>Cognitive computing can be classified into different types like machine learning, natural language processing, computer vision, robotics, expert systems, and speech recognition.<\/p>"},{"question":"Where is Cognitive Computing used and what problems does it face?","answer":"<p>Cognitive computing can be used in various fields like healthcare, education, finance, and customer service. The primary challenge lies in managing and interpreting the vast amounts of unstructured data. Advancements in data mining techniques and the use of supercomputers are some solutions to this problem.<\/p>"},{"question":"How is Cognitive Computing related to terms like AI, Machine Learning, and Deep Learning?","answer":"<p>While cognitive computing shares similarities with AI, machine learning, and deep learning, it differs in its goal \u2013 to simulate human thought processes in a computerized model and help humans make decisions.<\/p>"},{"question":"What is the future of Cognitive Computing?","answer":"<p>The future of cognitive computing is promising with advancements expected to provide even more human-like capabilities. Cognitive systems could become standard in decision-making processes. As Internet of Things (IoT) technology continues to evolve, cognitive computing will likely play a vital role in analyzing the data produced by these devices.<\/p>"},{"question":"How do Proxy Servers intersect with Cognitive Computing?","answer":"<p>Proxy servers can add an extra layer of security in cognitive computing. By providing an intermediary for requests from clients seeking resources, they can enhance the efficiency of cognitive computing systems by learning and adapting to traffic patterns, detecting anomalies, and preventing security breaches.<\/p>"},{"question":"Where can I get more information on Cognitive Computing?","answer":"<p>You can refer to resources like IBM's Watson, MIT's Introduction to Cognitive Computing, Cognitive Computing Research at Google, and the book \"Cognitive Computing: A Brief Guide for Game Changers\" for more information.<\/p>"}]},"_links":{"self":[{"href":"https:\/\/oneproxy.pro\/vn\/wp-json\/wp\/v2\/wiki\/476309","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/oneproxy.pro\/vn\/wp-json\/wp\/v2\/wiki"}],"about":[{"href":"https:\/\/oneproxy.pro\/vn\/wp-json\/wp\/v2\/types\/wiki"}],"version-history":[{"count":0,"href":"https:\/\/oneproxy.pro\/vn\/wp-json\/wp\/v2\/wiki\/476309\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/oneproxy.pro\/vn\/wp-json\/wp\/v2\/media\/476310"}],"wp:attachment":[{"href":"https:\/\/oneproxy.pro\/vn\/wp-json\/wp\/v2\/media?parent=476309"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}