{"id":476312,"date":"2023-08-09T07:28:31","date_gmt":"2023-08-09T07:28:31","guid":{"rendered":""},"modified":"2023-09-05T11:12:27","modified_gmt":"2023-09-05T11:12:27","slug":"cognitive-technology","status":"publish","type":"wiki","link":"https:\/\/oneproxy.pro\/vn\/wiki\/cognitive-technology\/","title":{"rendered":"C\u00f4ng ngh\u1ec7 nh\u1eadn th\u1ee9c"},"content":{"rendered":"<p>C\u00f4ng ngh\u1ec7 nh\u1eadn th\u1ee9c l\u00e0 m\u1ed9t t\u1eadp h\u1ee3p con c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o s\u1eed d\u1ee5ng c\u00e1c thu\u1eadt to\u00e1n d\u1ef1a tr\u00ean m\u00e1y t\u00ednh \u0111\u1ec3 m\u00f4 ph\u1ecfng qu\u00e1 tr\u00ecnh nh\u1eadn th\u1ee9c c\u1ee7a con ng\u01b0\u1eddi v\u00e0 h\u1ed7 tr\u1ee3 vi\u1ec7c ra quy\u1ebft \u0111\u1ecbnh. Nh\u1eefng c\u00f4ng ngh\u1ec7 n\u00e0y c\u00f3 th\u1ec3 b\u1eaft ch\u01b0\u1edbc c\u00e1c ch\u1ee9c n\u0103ng c\u1ee7a n\u00e3o ng\u01b0\u1eddi nh\u01b0 h\u1ecdc t\u1eadp, l\u00fd lu\u1eadn, nh\u1eadn th\u1ee9c, gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 v\u00e0 hi\u1ec3u ng\u00f4n ng\u1eef. Nh\u01b0 v\u1eady, ch\u00fang mang \u0111\u1ebfn c\u01a1 h\u1ed9i bi\u1ebfn \u0111\u1ed5i trong nhi\u1ec1u ng\u00e0nh kh\u00e1c nhau, c\u00f3 kh\u1ea3 n\u0103ng t\u1ef1 \u0111\u1ed9ng h\u00f3a ho\u1eb7c n\u00e2ng cao b\u1ea5t k\u1ef3 c\u00f4ng vi\u1ec7c n\u00e0o li\u00ean quan \u0111\u1ebfn lao \u0111\u1ed9ng tr\u00ed tu\u1ec7.<\/p>\n<h2>Ngu\u1ed3n g\u1ed1c c\u1ee7a c\u00f4ng ngh\u1ec7 nh\u1eadn th\u1ee9c<\/h2>\n<p>Ngu\u1ed3n g\u1ed1c c\u1ee7a c\u00f4ng ngh\u1ec7 nh\u1eadn th\u1ee9c c\u00f3 t\u1eeb gi\u1eefa th\u1ebf k\u1ef7 20 khi nh\u1eefng ng\u01b0\u1eddi ti\u00ean phong trong khoa h\u1ecdc m\u00e1y t\u00ednh, t\u00e2m l\u00fd h\u1ecdc v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o l\u1ea7n \u0111\u1ea7u ti\u00ean b\u1eaft \u0111\u1ea7u kh\u00e1m ph\u00e1 kh\u00e1i ni\u1ec7m b\u1eaft ch\u01b0\u1edbc nh\u1eadn th\u1ee9c c\u1ee7a con ng\u01b0\u1eddi th\u00f4ng qua m\u00e1y m\u00f3c. B\u1ea3n th\u00e2n thu\u1eadt ng\u1eef n\u00e0y b\u1eaft \u0111\u1ea7u tr\u1edf n\u00ean n\u1ed5i b\u1eadt v\u00e0o \u0111\u1ea7u th\u1ebf k\u1ef7 21, g\u1eafn li\u1ec1n v\u1edbi s\u1ef1 ra \u0111\u1eddi c\u1ee7a d\u1eef li\u1ec7u l\u1edbn, c\u00e1c thu\u1eadt to\u00e1n ti\u00ean ti\u1ebfn v\u00e0 s\u1ef1 gia t\u0103ng \u0111\u00e1ng k\u1ec3 v\u1ec1 s\u1ee9c m\u1ea1nh t\u00ednh to\u00e1n.<\/p>\n<p>M\u1ed9t trong nh\u1eefng v\u00ed d\u1ee5 s\u1edbm nh\u1ea5t c\u1ee7a c\u00f4ng ngh\u1ec7 nh\u1eadn th\u1ee9c l\u00e0 m\u00e1y t\u00ednh ch\u01a1i c\u1edd Deep Blue c\u1ee7a IBM, n\u00f3 \u0111\u00e3 \u0111\u00e1nh b\u1ea1i nh\u00e0 v\u00f4 \u0111\u1ecbch c\u1edd vua th\u1ebf gi\u1edbi, Garry Kasparov, v\u00e0o n\u0103m 1997. M\u1ed9t phi\u00ean b\u1ea3n ti\u00ean ti\u1ebfn h\u01a1n c\u1ee7a c\u00f4ng ngh\u1ec7 n\u00e0y, Watson c\u1ee7a IBM, \u0111\u00e3 gi\u00e0nh chi\u1ebfn th\u1eafng n\u1ed5i ti\u1ebfng Jeopardy! v\u00e0o n\u0103m 2011 tr\u01b0\u1edbc c\u00e1c nh\u00e0 v\u00f4 \u0111\u1ecbch con ng\u01b0\u1eddi.<\/p>\n<h2>Gi\u1ea3i n\u00e9n c\u00f4ng ngh\u1ec7 nh\u1eadn th\u1ee9c<\/h2>\n<p>C\u00f4ng ngh\u1ec7 nh\u1eadn th\u1ee9c l\u00e0 m\u1ed9t l\u0129nh v\u1ef1c r\u1ed9ng l\u1edbn bao g\u1ed3m nhi\u1ec1u k\u1ef9 thu\u1eadt v\u00e0 c\u00f4ng ngh\u1ec7 kh\u00e1c nhau. H\u1ecdc m\u00e1y, m\u1ed9t th\u00e0nh ph\u1ea7n quan tr\u1ecdng c\u1ee7a c\u00f4ng ngh\u1ec7 nh\u1eadn th\u1ee9c, l\u00e0 qu\u00e1 tr\u00ecnh m\u00e0 h\u1ec7 th\u1ed1ng h\u1ecdc h\u1ecfi v\u00e0 c\u1ea3i thi\u1ec7n t\u1eeb kinh nghi\u1ec7m. N\u00f3 c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng cho m\u1ed9t lo\u1ea1t nhi\u1ec7m v\u1ee5, ch\u1eb3ng h\u1ea1n nh\u01b0 d\u1ef1 \u0111o\u00e1n h\u00e0nh vi c\u1ee7a kh\u00e1ch h\u00e0ng ho\u1eb7c ch\u1ea9n \u0111o\u00e1n b\u1ec7nh.<\/p>\n<p>X\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean (NLP) l\u00e0 m\u1ed9t kh\u00eda c\u1ea1nh kh\u00e1c c\u1ee7a c\u00f4ng ngh\u1ec7 nh\u1eadn th\u1ee9c gi\u00fap m\u00e1y m\u00f3c hi\u1ec3u \u0111\u01b0\u1ee3c ng\u00f4n ng\u1eef c\u1ee7a con ng\u01b0\u1eddi, v\u1edbi c\u00e1c \u1ee9ng d\u1ee5ng t\u1eeb nh\u1eadn d\u1ea1ng gi\u1ecdng n\u00f3i \u0111\u1ebfn ph\u00e2n t\u00edch c\u1ea3m x\u00fac.<\/p>\n<p>Cu\u1ed1i c\u00f9ng, th\u1ecb gi\u00e1c m\u00e1y t\u00ednh l\u00e0 l\u0129nh v\u1ef1c hu\u1ea5n luy\u1ec7n m\u00e1y t\u00ednh di\u1ec5n gi\u1ea3i v\u00e0 hi\u1ec3u th\u1ebf gi\u1edbi th\u1ecb gi\u00e1c. N\u00f3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng nhi\u1ec1u trong c\u00e1c \u1ee9ng d\u1ee5ng nh\u01b0 nh\u1eadn d\u1ea1ng khu\u00f4n m\u1eb7t v\u00e0 xe t\u1ef1 l\u00e1i.<\/p>\n<h2>Ch\u1ee9c n\u0103ng c\u1ee7a c\u00f4ng ngh\u1ec7 nh\u1eadn th\u1ee9c<\/h2>\n<p>C\u00f4ng ngh\u1ec7 nh\u1eadn th\u1ee9c bao g\u1ed3m c\u00e1c thu\u1eadt to\u00e1n v\u00e0 m\u00f4 h\u00ecnh ph\u1ee9c t\u1ea1p m\u00f4 ph\u1ecfng qu\u00e1 tr\u00ecnh nh\u1eadn th\u1ee9c c\u1ee7a con ng\u01b0\u1eddi. N\u00f3 ch\u1ee7 y\u1ebfu bao g\u1ed3m ba b\u01b0\u1edbc c\u1ed1t l\u00f5i:<\/p>\n<ol>\n<li>Thu th\u1eadp d\u1eef li\u1ec7u: H\u1ec7 th\u1ed1ng nh\u1eadn th\u1ee9c y\u00eau c\u1ea7u l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u \u0111\u1ec3 \u0111\u00e0o t\u1ea1o. \u0110i\u1ec1u n\u00e0y c\u00f3 th\u1ec3 bao g\u1ed3m v\u0103n b\u1ea3n, h\u00ecnh \u1ea3nh, \u00e2m thanh ho\u1eb7c c\u00e1c d\u1ea1ng d\u1eef li\u1ec7u kh\u00e1c.<\/li>\n<li>X\u1eed l\u00fd d\u1eef li\u1ec7u: D\u1eef li\u1ec7u thu th\u1eadp \u0111\u01b0\u1ee3c s\u1ebd \u0111\u01b0\u1ee3c x\u1eed l\u00fd v\u00e0 ph\u00e2n t\u00edch. C\u00e1c k\u1ef9 thu\u1eadt nh\u01b0 h\u1ecdc m\u00e1y v\u00e0 nh\u1eadn d\u1ea1ng m\u1eabu \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 ph\u00e2n bi\u1ec7t c\u00e1c m\u1eabu v\u00e0 hi\u1ec3u d\u1eef li\u1ec7u.<\/li>\n<li>Ra quy\u1ebft \u0111\u1ecbnh: Khi h\u1ec7 th\u1ed1ng hi\u1ec3u \u0111\u01b0\u1ee3c d\u1eef li\u1ec7u, n\u00f3 c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng ki\u1ebfn th\u1ee9c \u0111\u00f3 \u0111\u1ec3 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh ho\u1eb7c d\u1ef1 \u0111o\u00e1n.<\/li>\n<\/ol>\n<h2>C\u00e1c t\u00ednh n\u0103ng ch\u00ednh c\u1ee7a c\u00f4ng ngh\u1ec7 nh\u1eadn th\u1ee9c<\/h2>\n<p>C\u00f4ng ngh\u1ec7 nh\u1eadn th\u1ee9c c\u00f3 chung m\u1ed9t s\u1ed1 \u0111\u1eb7c \u0111i\u1ec3m ch\u00ednh:<\/p>\n<ul>\n<li><strong>H\u1ecdc t\u1eadp v\u00e0 th\u00edch nghi:<\/strong> B\u1eb1ng c\u00e1ch x\u1eed l\u00fd th\u00f4ng tin v\u00e0 tr\u1ea3i nghi\u1ec7m m\u1edbi, h\u1ec7 th\u1ed1ng nh\u1eadn th\u1ee9c c\u00f3 th\u1ec3 h\u1ecdc h\u1ecfi v\u00e0 th\u00edch nghi theo th\u1eddi gian.<\/li>\n<li><strong>Hi\u1ec3u ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean:<\/strong> C\u00e1c h\u1ec7 th\u1ed1ng n\u00e0y c\u00f3 th\u1ec3 hi\u1ec3u ng\u00f4n ng\u1eef c\u1ee7a con ng\u01b0\u1eddi, bao g\u1ed3m th\u00e0nh ng\u1eef, t\u1eeb th\u00f4ng t\u1ee5c v\u00e0 c\u00e1c s\u1eafc th\u00e1i ng\u00f4n ng\u1eef kh\u00e1c.<\/li>\n<li><strong>X\u00e2y d\u1ef1ng v\u00e0 \u0111\u00e1nh gi\u00e1 gi\u1ea3 thuy\u1ebft:<\/strong> C\u00f4ng ngh\u1ec7 nh\u1eadn th\u1ee9c c\u00f3 th\u1ec3 h\u00ecnh th\u00e0nh c\u00e1c gi\u1ea3 thuy\u1ebft d\u1ef1a tr\u00ean d\u1eef li\u1ec7u c\u00f3 s\u1eb5n v\u00e0 \u0111\u00e1nh gi\u00e1 t\u00ednh h\u1ee3p l\u1ec7 c\u1ee7a ch\u00fang.<\/li>\n<\/ul>\n<h2>C\u00e1c lo\u1ea1i c\u00f4ng ngh\u1ec7 nh\u1eadn th\u1ee9c<\/h2>\n<p>D\u01b0\u1edbi \u0111\u00e2y l\u00e0 b\u1ea3ng v\u1ec1 c\u00e1c lo\u1ea1i c\u00f4ng ngh\u1ec7 nh\u1eadn th\u1ee9c ch\u00ednh:<\/p>\n<table>\n<thead>\n<tr>\n<th>Ki\u1ec3u<\/th>\n<th>S\u1ef1 mi\u00eau t\u1ea3<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>H\u1ecdc m\u00e1y<\/td>\n<td>Li\u00ean quan \u0111\u1ebfn c\u00e1c thu\u1eadt to\u00e1n h\u1ecdc t\u1eeb d\u1eef li\u1ec7u v\u00e0 \u0111\u01b0a ra d\u1ef1 \u0111o\u00e1n.<\/td>\n<\/tr>\n<tr>\n<td>X\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean (NLP)<\/td>\n<td>Gi\u1ea3i quy\u1ebft s\u1ef1 t\u01b0\u01a1ng t\u00e1c gi\u1eefa m\u00e1y t\u00ednh v\u00e0 ng\u00f4n ng\u1eef c\u1ee7a con ng\u01b0\u1eddi.<\/td>\n<\/tr>\n<tr>\n<td>Nh\u1eadn d\u1ea1ng gi\u1ecdng n\u00f3i<\/td>\n<td>Chuy\u1ec3n \u0111\u1ed5i ng\u00f4n ng\u1eef n\u00f3i th\u00e0nh v\u0103n b\u1ea3n vi\u1ebft.<\/td>\n<\/tr>\n<tr>\n<td>T\u1ea7m nh\u00ecn m\u00e1y t\u00ednh<\/td>\n<td>Cho ph\u00e9p m\u00e1y t\u00ednh hi\u1ec3u v\u00e0 gi\u1ea3i th\u00edch d\u1eef li\u1ec7u tr\u1ef1c quan.<\/td>\n<\/tr>\n<tr>\n<td>Nh\u1eefng h\u1ec7 th\u1ed1ng chuy\u00ean gia<\/td>\n<td>H\u1ec7 th\u1ed1ng m\u00e1y t\u00ednh m\u00f4 ph\u1ecfng kh\u1ea3 n\u0103ng ra quy\u1ebft \u0111\u1ecbnh c\u1ee7a chuy\u00ean gia con ng\u01b0\u1eddi.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u1ee8ng d\u1ee5ng v\u00e0 th\u00e1ch th\u1ee9c c\u1ee7a c\u00f4ng ngh\u1ec7 nh\u1eadn th\u1ee9c<\/h2>\n<p>C\u00f4ng ngh\u1ec7 nh\u1eadn th\u1ee9c c\u00f3 nh\u1eefng \u1ee9ng d\u1ee5ng r\u1ed9ng r\u00e3i, t\u1eeb ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe (d\u1ef1 \u0111o\u00e1n b\u1ec7nh t\u1eadt) \u0111\u1ebfn t\u00e0i ch\u00ednh (ph\u00e1t hi\u1ec7n gian l\u1eadn) v\u00e0 th\u1eadm ch\u00ed c\u1ea3 \u00f4 t\u00f4 t\u1ef1 l\u00e1i. Tuy nhi\u00ean, v\u1eabn c\u00f3 nh\u1eefng th\u00e1ch th\u1ee9c, bao g\u1ed3m nh\u1eefng lo ng\u1ea1i v\u1ec1 quy\u1ec1n ri\u00eang t\u01b0 d\u1eef li\u1ec7u, nhu c\u1ea7u v\u1ec1 d\u1eef li\u1ec7u \u0111\u00e0o t\u1ea1o chuy\u00ean s\u00e2u v\u00e0 lo ng\u1ea1i v\u1ec1 vi\u1ec7c d\u1ecbch chuy\u1ec3n c\u00f4ng vi\u1ec7c.<\/p>\n<p>Nh\u1eefng v\u1ea5n \u0111\u1ec1 n\u00e0y \u0111ang \u0111\u01b0\u1ee3c gi\u1ea3i quy\u1ebft th\u00f4ng qua c\u00e1c quy \u0111\u1ecbnh b\u1ea3o v\u1ec7 d\u1eef li\u1ec7u m\u1ea1nh m\u1ebd h\u01a1n, nh\u1eefng ti\u1ebfn b\u1ed9 trong c\u00f4ng ngh\u1ec7 gi\u00fap gi\u1ea3m nhu c\u1ea7u v\u1ec1 l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u \u0111\u00e0o t\u1ea1o v\u00e0 c\u00e1c s\u00e1ng ki\u1ebfn nh\u1eb1m chu\u1ea9n b\u1ecb l\u1ef1c l\u01b0\u1ee3ng lao \u0111\u1ed9ng cho m\u1ed9t t\u01b0\u01a1ng lai thi\u00ean v\u1ec1 c\u00f4ng ngh\u1ec7 h\u01a1n.<\/p>\n<h2>So s\u00e1nh v\u00e0 \u0111\u1eb7c \u0111i\u1ec3m c\u1ee7a c\u00f4ng ngh\u1ec7 nh\u1eadn th\u1ee9c<\/h2>\n<p>So s\u00e1nh c\u00f4ng ngh\u1ec7 nh\u1eadn th\u1ee9c v\u1edbi c\u00e1c l\u0129nh v\u1ef1c li\u00ean quan kh\u00e1c:<\/p>\n<table>\n<thead>\n<tr>\n<th>Thu\u1eadt ng\u1eef<\/th>\n<th>S\u1ef1 mi\u00eau t\u1ea3<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI)<\/td>\n<td>AI l\u00e0 kh\u00e1i ni\u1ec7m r\u1ed9ng h\u01a1n v\u1ec1 m\u00e1y m\u00f3c c\u00f3 kh\u1ea3 n\u0103ng th\u1ef1c hi\u1ec7n c\u00e1c nhi\u1ec7m v\u1ee5 theo c\u00e1ch m\u00e0 ch\u00fang ta coi l\u00e0 \u201cth\u00f4ng minh\u201d.<\/td>\n<\/tr>\n<tr>\n<td>H\u1ecdc m\u00e1y<\/td>\n<td>M\u1ed9t t\u1eadp h\u1ee3p con c\u1ee7a AI li\u00ean quan \u0111\u1ebfn vi\u1ec7c th\u1ef1c h\u00e0nh s\u1eed d\u1ee5ng thu\u1eadt to\u00e1n \u0111\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u, h\u1ecdc h\u1ecfi t\u1eeb d\u1eef li\u1ec7u \u0111\u00f3 v\u00e0 sau \u0111\u00f3 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh ho\u1eb7c d\u1ef1 \u0111o\u00e1n v\u1ec1 \u0111i\u1ec1u g\u00ec \u0111\u00f3.<\/td>\n<\/tr>\n<tr>\n<td>\u0110i\u1ec7n to\u00e1n nh\u1eadn th\u1ee9c<\/td>\n<td>M\u1ed9t t\u1eadp h\u1ee3p con c\u1ee7a AI c\u1ed1 g\u1eafng t\u1ea1o ra s\u1ef1 t\u01b0\u01a1ng t\u00e1c t\u1ef1 nhi\u00ean, gi\u1ed1ng con ng\u01b0\u1eddi v\u1edbi m\u00e1y m\u00f3c. N\u00f3 li\u00ean quan \u0111\u1ebfn c\u00e1c h\u1ec7 th\u1ed1ng t\u1ef1 h\u1ecdc s\u1eed d\u1ee5ng khai th\u00e1c d\u1eef li\u1ec7u, nh\u1eadn d\u1ea1ng m\u1eabu v\u00e0 NLP \u0111\u1ec3 b\u1eaft ch\u01b0\u1edbc c\u00e1ch ho\u1ea1t \u0111\u1ed9ng c\u1ee7a b\u1ed9 n\u00e3o con ng\u01b0\u1eddi.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>T\u01b0\u01a1ng lai c\u1ee7a c\u00f4ng ngh\u1ec7 nh\u1eadn th\u1ee9c<\/h2>\n<p>Khi s\u1ee9c m\u1ea1nh t\u00ednh to\u00e1n ti\u1ebfp t\u1ee5c ph\u00e1t tri\u1ec3n, c\u00e1c c\u00f4ng ngh\u1ec7 nh\u1eadn th\u1ee9c d\u1ef1 ki\u1ebfn s\u1ebd tr\u1edf n\u00ean ti\u00ean ti\u1ebfn v\u00e0 ph\u1ed5 bi\u1ebfn h\u01a1n. Ch\u00fang \u0111\u01b0\u1ee3c d\u1ef1 \u0111o\u00e1n s\u1ebd m\u1edf ra m\u1ed9t k\u1ef7 nguy\u00ean m\u1edbi v\u1ec1 c\u00e1 nh\u00e2n h\u00f3a, v\u1edbi s\u1ef1 hi\u1ec3u bi\u1ebft c\u1ee7a m\u00e1y m\u00f3c v\u00e0 \u0111\u00e1p \u1ee9ng s\u1edf th\u00edch c\u00e1 nh\u00e2n. H\u01a1n n\u1eefa, s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a \u0111i\u1ec7n to\u00e1n l\u01b0\u1ee3ng t\u1eed c\u00f3 th\u1ec3 t\u0103ng t\u1ed1c \u0111\u00e1ng k\u1ec3 kh\u1ea3 n\u0103ng c\u1ee7a c\u00f4ng ngh\u1ec7 nh\u1eadn th\u1ee9c.<\/p>\n<h2>C\u00f4ng ngh\u1ec7 nh\u1eadn th\u1ee9c v\u00e0 m\u00e1y ch\u1ee7 proxy<\/h2>\n<p>M\u00e1y ch\u1ee7 proxy c\u00f3 th\u1ec3 \u0111\u00f3ng m\u1ed9t vai tr\u00f2 quan tr\u1ecdng trong c\u00f4ng ngh\u1ec7 nh\u1eadn th\u1ee9c. V\u00ec h\u1ec7 th\u1ed1ng nh\u1eadn th\u1ee9c y\u00eau c\u1ea7u l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u, m\u00e1y ch\u1ee7 proxy c\u00f3 th\u1ec3 gi\u00fap truy c\u1eadp d\u1eef li\u1ec7u b\u1ecb gi\u1edbi h\u1ea1n v\u1ec1 m\u1eb7t \u0111\u1ecba l\u00fd v\u00e0 cung c\u1ea5p th\u00eam t\u00ednh \u1ea9n danh v\u00e0 b\u1ea3o m\u1eadt. M\u00e1y ch\u1ee7 proxy c\u0169ng cho ph\u00e9p c\u00e1c c\u00f4ng ngh\u1ec7 nh\u1eadn th\u1ee9c th\u1ef1c hi\u1ec7n c\u00e1c t\u00e1c v\u1ee5 nh\u01b0 qu\u00e9t web tr\u00ean quy m\u00f4 l\u1edbn, c\u1ea3i thi\u1ec7n h\u01a1n n\u1eefa kh\u1ea3 n\u0103ng thu th\u1eadp v\u00e0 x\u1eed l\u00fd d\u1eef li\u1ec7u c\u1ee7a ch\u00fang.<\/p>\n<h2>Li\u00ean k\u1ebft li\u00ean quan<\/h2>\n<ul>\n<li><a href=\"https:\/\/www.ibm.com\/topics\/cognitive-technology\" target=\"_new\" rel=\"noopener nofollow\">IBM: C\u00f4ng ngh\u1ec7 nh\u1eadn th\u1ee9c l\u00e0 g\u00ec?<\/a><\/li>\n<li><a href=\"https:\/\/sloanreview.mit.edu\/tag\/cognitive-technologies\/\" target=\"_new\" rel=\"noopener nofollow\">MIT Sloan: C\u00f4ng ngh\u1ec7 nh\u1eadn th\u1ee9c<\/a><\/li>\n<li><a href=\"https:\/\/www.nature.com\/subjects\/cognitive-computing\" target=\"_new\" rel=\"noopener nofollow\">Thi\u00ean nhi\u00ean: \u0110i\u1ec7n to\u00e1n nh\u1eadn th\u1ee9c<\/a><\/li>\n<li><a href=\"https:\/\/www.journals.elsevier.com\/artificial-intelligence\" target=\"_new\" rel=\"noopener nofollow\">T\u1ea1p ch\u00ed tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/a><\/li>\n<li><a href=\"https:\/\/www.journals.elsevier.com\/neural-networks\" target=\"_new\" rel=\"noopener nofollow\">T\u1ea1p ch\u00ed m\u1ea1ng l\u01b0\u1edbi th\u1ea7n kinh<\/a><\/li>\n<li><a href=\"https:\/\/www.jmlr.org\/\" target=\"_new\" rel=\"noopener nofollow\">T\u1ea1p ch\u00ed nghi\u00ean c\u1ee9u m\u00e1y h\u1ecdc<\/a><\/li>\n<\/ul>","protected":false},"featured_media":476313,"menu_order":0,"template":"","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"class_list":["post-476312","wiki","type-wiki","status-publish","has-post-thumbnail","hentry"],"acf":{"faq_title":"Frequently Asked Questions about <mark>Cognitive Technology: The Next Leap in Computing and Data Analysis<\/mark>","faq_items":[{"question":"What is Cognitive Technology?","answer":"<p>Cognitive technology is a branch of artificial intelligence that uses machine-based algorithms to simulate human cognitive processes. It helps in decision-making by mimicking human functions such as learning, reasoning, perception, problem-solving, and language understanding.<\/p>"},{"question":"When did Cognitive Technology first emerge?","answer":"<p>The roots of cognitive technology can be traced back to the mid-20th century, but it gained prominence in the early 21st century, with the advent of big data, advanced algorithms, and a significant increase in computing power.<\/p>"},{"question":"What are some key features of Cognitive Technology?","answer":"<p>Cognitive technologies can learn and adapt over time, understand natural language, and generate and evaluate hypotheses based on available data.<\/p>"},{"question":"What are the different types of Cognitive Technology?","answer":"<p>Cognitive technology includes Machine Learning, Natural Language Processing (NLP), Speech Recognition, Computer Vision, and Expert Systems.<\/p>"},{"question":"Where can Cognitive Technology be applied?","answer":"<p>Cognitive technology has a wide range of applications, including healthcare for predicting diseases, finance for detecting fraud, and autonomous vehicles.<\/p>"},{"question":"What challenges are associated with the use of Cognitive Technology?","answer":"<p>Challenges include data privacy concerns, the need for extensive training data, and fears of job displacement. However, these issues are being addressed through stronger data protection regulations, technological advances, and workforce preparation initiatives.<\/p>"},{"question":"How is Cognitive Technology related to Proxy Servers?","answer":"<p>Proxy servers can aid cognitive technology by providing access to geographically restricted data, offering additional security, and allowing tasks like web scraping at scale, thus enhancing the ability to collect and process data.<\/p>"},{"question":"What is the future of Cognitive Technology?","answer":"<p>The future of cognitive technology holds great promise. With increasing computing power, these technologies are expected to become more advanced and widespread, leading to a new era of personalization with machines understanding and catering to individual preferences. Quantum computing could significantly accelerate the capabilities of cognitive technology.<\/p>"}]},"_links":{"self":[{"href":"https:\/\/oneproxy.pro\/vn\/wp-json\/wp\/v2\/wiki\/476312","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\/476312\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/oneproxy.pro\/vn\/wp-json\/wp\/v2\/media\/476313"}],"wp:attachment":[{"href":"https:\/\/oneproxy.pro\/vn\/wp-json\/wp\/v2\/media?parent=476312"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}