{"id":476743,"date":"2023-08-09T07:35:16","date_gmt":"2023-08-09T07:35:16","guid":{"rendered":""},"modified":"2023-09-05T11:13:20","modified_gmt":"2023-09-05T11:13:20","slug":"datafication","status":"publish","type":"wiki","link":"https:\/\/oneproxy.pro\/vn\/wiki\/datafication\/","title":{"rendered":"D\u1eef li\u1ec7u h\u00f3a"},"content":{"rendered":"<p>D\u1eef li\u1ec7u h\u00f3a l\u00e0 qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i c\u00e1c kh\u00eda c\u1ea1nh kh\u00e1c nhau c\u1ee7a cu\u1ed9c s\u1ed1ng, x\u00e3 h\u1ed9i v\u00e0 th\u1ebf gi\u1edbi xung quanh ch\u00fang ta th\u00e0nh \u0111\u1ecbnh d\u1ea1ng ho\u1eb7c d\u1eef li\u1ec7u c\u00f3 th\u1ec3 \u0111\u1ecdc \u0111\u01b0\u1ee3c tr\u00ean m\u00e1y t\u00ednh. V\u1ec1 c\u01a1 b\u1ea3n, n\u00f3 th\u1ec3 hi\u1ec7n s\u1ef1 chuy\u1ec3n \u0111\u1ed5i c\u00f4ng ngh\u1ec7 cho ph\u00e9p ch\u00fang ta s\u1ed1 h\u00f3a c\u00e1c hi\u1ec7n t\u01b0\u1ee3ng trong th\u1ebf gi\u1edbi th\u1ef1c v\u00e0 chuy\u1ec3n ch\u00fang th\u00e0nh nh\u1eefng hi\u1ec3u bi\u1ebft s\u00e2u s\u1eafc c\u00f3 \u00fd ngh\u0129a.<\/p>\n<h2>Ngu\u1ed3n g\u1ed1c v\u00e0 s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a d\u1eef li\u1ec7u h\u00f3a<\/h2>\n<p>Thu\u1eadt ng\u1eef \u201cD\u1eef li\u1ec7u h\u00f3a\u201d l\u1ea7n \u0111\u1ea7u ti\u00ean \u0111\u01b0\u1ee3c \u0111\u1ec1 c\u1eadp b\u1edfi Mayer-Sch\u00f6nberger v\u00e0 Cukier trong cu\u1ed1n s\u00e1ch \u201cD\u1eef li\u1ec7u l\u1edbn: M\u1ed9t cu\u1ed9c c\u00e1ch m\u1ea1ng s\u1ebd thay \u0111\u1ed5i c\u00e1ch ch\u00fang ta s\u1ed1ng, l\u00e0m vi\u1ec7c v\u00e0 suy ngh\u0129\u201d xu\u1ea5t b\u1ea3n n\u0103m 2013. H\u1ecd \u0111\u00e3 th\u1ea3o lu\u1eadn v\u1ec1 s\u1ef1 thay \u0111\u1ed5i t\u1eeb vi\u1ec7c t\u1eadp trung v\u00e0o c\u00e1c \u0111i\u1ec3m d\u1eef li\u1ec7u c\u00e1 nh\u00e2n h\u01b0\u1edbng t\u1edbi vi\u1ec7c thu th\u1eadp v\u00e0 ph\u00e2n t\u00edch c\u00e1c t\u1eadp d\u1eef li\u1ec7u l\u1edbn, ph\u1ee9c t\u1ea1p. Kh\u00e1i ni\u1ec7m n\u00e0y ng\u00e0y c\u00e0ng tr\u1edf n\u00ean ph\u00f9 h\u1ee3p v\u1edbi s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a Internet, \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y, ph\u01b0\u01a1ng ti\u1ec7n truy\u1ec1n th\u00f4ng x\u00e3 h\u1ed9i v\u00e0 c\u00e1c c\u00f4ng ngh\u1ec7 k\u1ef9 thu\u1eadt s\u1ed1 kh\u00e1c, d\u1eabn \u0111\u1ebfn s\u1ef1 gia t\u0103ng theo c\u1ea5p s\u1ed1 nh\u00e2n trong vi\u1ec7c t\u1ea1o ra d\u1eef li\u1ec7u.<\/p>\n<h2>Kh\u00e1m ph\u00e1 kh\u00e1i ni\u1ec7m v\u1ec1 d\u1eef li\u1ec7u h\u00f3a<\/h2>\n<p>D\u1eef li\u1ec7u h\u00f3a li\u00ean quan \u0111\u1ebfn vi\u1ec7c chuy\u1ec3n \u0111\u1ed5i c\u00e1c h\u00e0nh \u0111\u1ed9ng x\u00e3 h\u1ed9i th\u00e0nh d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c \u0111\u1ecbnh l\u01b0\u1ee3ng, c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c theo d\u00f5i, gi\u00e1m s\u00e1t v\u00e0 ph\u00e2n t\u00edch. Qu\u00e1 tr\u00ecnh n\u00e0y c\u00f3 th\u1ec3 \u00e1p d\u1ee5ng cho nhi\u1ec1u l\u0129nh v\u1ef1c v\u00e0 kh\u00eda c\u1ea1nh kh\u00e1c nhau c\u1ee7a cu\u1ed9c s\u1ed1ng, t\u1eeb ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe v\u00e0 gi\u00e1o d\u1ee5c \u0111\u1ebfn kinh doanh v\u00e0 h\u00e0nh ch\u00ednh c\u00f4ng. D\u1eef li\u1ec7u h\u00f3a c\u00f3 th\u1ec3 \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn vi\u1ec7c ra quy\u1ebft \u0111\u1ecbnh, ch\u00ednh s\u00e1ch, chi\u1ebfn l\u01b0\u1ee3c v\u00e0 th\u1eadm ch\u00ed c\u1ea3 s\u1ef1 hi\u1ec3u bi\u1ebft v\u1ec1 c\u00e1c hi\u1ec7n t\u01b0\u1ee3ng, v\u00ec n\u00f3 cho ph\u00e9p \u0111\u1ecbnh l\u01b0\u1ee3ng v\u00e0 ph\u00e2n t\u00edch c\u00e1c kh\u00eda c\u1ea1nh tr\u01b0\u1edbc \u0111\u00e2y l\u00e0 \u0111\u1ecbnh t\u00ednh ho\u1eb7c th\u1eadm ch\u00ed l\u00e0 v\u00f4 h\u00ecnh.<\/p>\n<h2>C\u01a1 ch\u1ebf c\u01a1 b\u1ea3n c\u1ee7a d\u1eef li\u1ec7u h\u00f3a<\/h2>\n<p>C\u1ed1t l\u00f5i c\u1ee7a d\u1eef li\u1ec7u h\u00f3a l\u00e0 thu th\u1eadp v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u. Qu\u00e1 tr\u00ecnh n\u00e0y b\u1eaft \u0111\u1ea7u b\u1eb1ng vi\u1ec7c x\u00e1c \u0111\u1ecbnh th\u00f4ng tin c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c d\u1ecbch th\u00e0nh d\u1eef li\u1ec7u. Th\u00f4ng tin n\u00e0y c\u00f3 th\u1ec3 l\u00e0 ho\u1ea1t \u0111\u1ed9ng, h\u00e0nh vi ho\u1eb7c hi\u1ec7n t\u01b0\u1ee3ng. Sau \u0111\u00f3, ch\u00fang \u0111\u01b0\u1ee3c ghi l\u1ea1i ho\u1eb7c \u0111o l\u01b0\u1eddng b\u1eb1ng nhi\u1ec1u c\u00f4ng c\u1ee5 thu th\u1eadp d\u1eef li\u1ec7u kh\u00e1c nhau, chuy\u1ec3n sang \u0111\u1ecbnh d\u1ea1ng k\u1ef9 thu\u1eadt s\u1ed1 c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c x\u1eed l\u00fd, l\u01b0u tr\u1eef v\u00e0 ph\u00e2n t\u00edch b\u1eb1ng c\u00e1c thu\u1eadt to\u00e1n v\u00e0 m\u00f4 h\u00ecnh ph\u00e2n t\u00edch ph\u1ee9c t\u1ea1p. Sau \u0111\u00f3, nh\u1eefng ph\u00e2n t\u00edch n\u00e0y c\u00f3 th\u1ec3 t\u1ea1o ra nh\u1eefng hi\u1ec3u bi\u1ebft s\u00e2u s\u1eafc, d\u1ef1 \u0111o\u00e1n ho\u1eb7c c\u00e1c m\u00f4 h\u00ecnh h\u1eefu \u00edch c\u00f3 th\u1ec3 h\u01b0\u1edbng d\u1eabn h\u00e0nh \u0111\u1ed9ng, quy\u1ebft \u0111\u1ecbnh ho\u1eb7c ho\u1ea1ch \u0111\u1ecbnh ch\u00ednh s\u00e1ch.<\/p>\n<h2>C\u00e1c t\u00ednh n\u0103ng ch\u00ednh c\u1ee7a d\u1eef li\u1ec7u h\u00f3a<\/h2>\n<ul>\n<li><strong>\u0110\u1ecbnh l\u01b0\u1ee3ng<\/strong>: D\u1eef li\u1ec7u h\u00f3a bi\u1ebfn th\u00f4ng tin \u0111\u1ecbnh t\u00ednh v\u00e0 th\u01b0\u1eddng ch\u1ee7 quan th\u00e0nh d\u1eef li\u1ec7u kh\u00e1ch quan, c\u00f3 th\u1ec3 \u0111\u1ecbnh l\u01b0\u1ee3ng.<\/li>\n<li><strong>Truy xu\u1ea5t ngu\u1ed3n g\u1ed1c<\/strong>: N\u00f3 cho ph\u00e9p theo d\u00f5i v\u00e0 gi\u00e1m s\u00e1t c\u00e1c ho\u1ea1t \u0111\u1ed9ng, h\u00e0nh vi v\u00e0 hi\u1ec7n t\u01b0\u1ee3ng theo th\u1eddi gian.<\/li>\n<li><strong>Ph\u00e2n t\u00edch d\u1ef1 \u0111o\u00e1n<\/strong>: D\u1eef li\u1ec7u h\u00f3a cho ph\u00e9p l\u1eadp m\u00f4 h\u00ecnh d\u1ef1 \u0111o\u00e1n, cho ph\u00e9p d\u1ef1 b\u00e1o c\u00e1c xu h\u01b0\u1edbng v\u00e0 h\u00e0nh vi trong t\u01b0\u01a1ng lai d\u1ef1a tr\u00ean d\u1eef li\u1ec7u l\u1ecbch s\u1eed.<\/li>\n<li><strong>C\u00e1 nh\u00e2n h\u00f3a<\/strong>: Th\u00f4ng qua d\u1eef li\u1ec7u h\u00f3a, c\u00e1c d\u1ecbch v\u1ee5 v\u00e0 s\u1ea3n ph\u1ea9m c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c t\u00f9y ch\u1ec9nh theo s\u1edf th\u00edch v\u00e0 h\u00e0nh vi c\u00e1 nh\u00e2n.<\/li>\n<\/ul>\n<h2>C\u00e1c lo\u1ea1i d\u1eef li\u1ec7u<\/h2>\n<p>D\u1eef li\u1ec7u h\u00f3a c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c ph\u00e2n lo\u1ea1i th\u00e0nh hai lo\u1ea1i:<\/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><strong>D\u1eef li\u1ec7u v\u1eadn h\u00e0nh<\/strong><\/td>\n<td>\u0110i\u1ec1u n\u00e0y li\u00ean quan \u0111\u1ebfn vi\u1ec7c bi\u1ebfn c\u00e1c quy tr\u00ecnh, ho\u1ea1t \u0111\u1ed9ng v\u00e0 ho\u1ea1t \u0111\u1ed9ng kinh doanh n\u1ed9i b\u1ed9 th\u00e0nh d\u1eef li\u1ec7u. N\u00f3 h\u1ed7 tr\u1ee3 \u0111o l\u01b0\u1eddng hi\u1ec7u su\u1ea5t, t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh v\u00e0 ra quy\u1ebft \u0111\u1ecbnh chi\u1ebfn l\u01b0\u1ee3c.<\/td>\n<\/tr>\n<tr>\n<td><strong>D\u1eef li\u1ec7u h\u00e0nh vi<\/strong><\/td>\n<td>\u0110i\u1ec1u n\u00e0y li\u00ean quan \u0111\u1ebfn vi\u1ec7c bi\u1ebfn h\u00e0nh vi v\u00e0 t\u01b0\u01a1ng t\u00e1c c\u1ee7a ng\u01b0\u1eddi d\u00f9ng th\u00e0nh d\u1eef li\u1ec7u. N\u00f3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng r\u1ed9ng r\u00e3i trong ti\u1ebfp th\u1ecb k\u1ef9 thu\u1eadt s\u1ed1, thi\u1ebft k\u1ebf tr\u1ea3i nghi\u1ec7m ng\u01b0\u1eddi d\u00f9ng v\u00e0 ph\u00e1t tri\u1ec3n s\u1ea3n ph\u1ea9m.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>C\u00e1ch s\u1eed d\u1ee5ng, th\u00e1ch th\u1ee9c v\u00e0 gi\u1ea3i ph\u00e1p trong d\u1eef li\u1ec7u h\u00f3a<\/h2>\n<p>D\u1eef li\u1ec7u h\u00f3a \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, \u0111\u1ec3 ch\u1ea9n \u0111o\u00e1n d\u1ef1 \u0111o\u00e1n; trong gi\u00e1o d\u1ee5c, d\u00e0nh cho tr\u1ea3i nghi\u1ec7m h\u1ecdc t\u1eadp \u0111\u01b0\u1ee3c c\u00e1 nh\u00e2n h\u00f3a; trong kinh doanh, \u0111\u1ec3 hi\u1ec3u bi\u1ebft s\u00e2u s\u1eafc v\u1ec1 kh\u00e1ch h\u00e0ng v\u00e0 xu h\u01b0\u1edbng th\u1ecb tr\u01b0\u1eddng. Tuy nhi\u00ean, d\u1eef li\u1ec7u h\u00f3a \u0111i k\u00e8m v\u1edbi nh\u1eefng th\u00e1ch th\u1ee9c nh\u01b0 lo ng\u1ea1i v\u1ec1 quy\u1ec1n ri\u00eang t\u01b0, b\u1ea3o m\u1eadt d\u1eef li\u1ec7u v\u00e0 ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u. C\u00e1c gi\u1ea3i ph\u00e1p bao g\u1ed3m c\u00e1c ch\u00ednh s\u00e1ch qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u nghi\u00eam ng\u1eb7t, k\u1ef9 thu\u1eadt \u1ea9n danh, h\u1ec7 th\u1ed1ng b\u1ea3o m\u1eadt m\u1ea1nh m\u1ebd v\u00e0 quy tr\u00ecnh l\u00e0m s\u1ea1ch d\u1eef li\u1ec7u nghi\u00eam ng\u1eb7t.<\/p>\n<h2>So s\u00e1nh v\u00e0 \u0111\u1eb7c \u0111i\u1ec3m<\/h2>\n<p>So s\u00e1nh d\u1eef li\u1ec7u h\u00f3a v\u1edbi c\u00e1c kh\u00e1i ni\u1ec7m li\u00ean quan nh\u01b0 s\u1ed1 h\u00f3a v\u00e0 s\u1ed1 h\u00f3a:<\/p>\n<table>\n<thead>\n<tr>\n<th>\u00dd t\u01b0\u1edfng<\/th>\n<th>S\u1ef1 mi\u00eau t\u1ea3<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><strong>S\u1ed1 h\u00f3a<\/strong><\/td>\n<td>\u0110\u00f3 l\u00e0 qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i th\u00f4ng tin t\u01b0\u01a1ng t\u1ef1 sang \u0111\u1ecbnh d\u1ea1ng k\u1ef9 thu\u1eadt s\u1ed1.<\/td>\n<\/tr>\n<tr>\n<td><strong>S\u1ed1 h\u00f3a<\/strong><\/td>\n<td>N\u00f3 li\u00ean quan \u0111\u1ebfn vi\u1ec7c s\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 k\u1ef9 thu\u1eadt s\u1ed1 \u0111\u1ec3 thay \u0111\u1ed5i quy tr\u00ecnh kinh doanh.<\/td>\n<\/tr>\n<tr>\n<td><strong>D\u1eef li\u1ec7u h\u00f3a<\/strong><\/td>\n<td>\u0110\u00f3 l\u00e0 qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i c\u00e1c ho\u1ea1t \u0111\u1ed9ng ho\u1eb7c hi\u1ec7n t\u01b0\u1ee3ng th\u00e0nh d\u1eef li\u1ec7u c\u00f3 th\u1ec3 \u0111\u1ecbnh l\u01b0\u1ee3ng \u0111\u01b0\u1ee3c.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>C\u00e1c \u0111\u1eb7c \u0111i\u1ec3m ch\u00ednh c\u1ee7a d\u1eef li\u1ec7u h\u00f3a bao g\u1ed3m kh\u1ea3 n\u0103ng \u0111o l\u01b0\u1eddng, kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch, kh\u1ea3 n\u0103ng truy c\u1eadp v\u00e0 kh\u1ea3 n\u0103ng l\u01b0u tr\u1eef.<\/p>\n<h2>Xu h\u01b0\u1edbng v\u00e0 c\u00f4ng ngh\u1ec7 t\u01b0\u01a1ng lai trong d\u1eef li\u1ec7u h\u00f3a<\/h2>\n<p>T\u01b0\u01a1ng lai c\u1ee7a d\u1eef li\u1ec7u h\u00f3a bao g\u1ed3m s\u1ef1 k\u1ebft h\u1ee3p c\u1ee7a c\u00e1c c\u00f4ng ngh\u1ec7 ti\u00ean ti\u1ebfn nh\u01b0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0 h\u1ecdc m\u00e1y \u0111\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u, IoT \u0111\u1ec3 thu th\u1eadp d\u1eef li\u1ec7u v\u00e0 chu\u1ed7i kh\u1ed1i \u0111\u1ec3 b\u1ea3o m\u1eadt d\u1eef li\u1ec7u. Tr\u1ecdng t\u00e2m c\u00f3 th\u1ec3 s\u1ebd chuy\u1ec3n sang d\u1eef li\u1ec7u h\u00f3a th\u1eddi gian th\u1ef1c, \u0111i\u1ec1u n\u00e0y s\u1ebd cho ph\u00e9p ph\u00e2n t\u00edch v\u00e0 ra quy\u1ebft \u0111\u1ecbnh ngay l\u1eadp t\u1ee9c d\u1ef1a tr\u00ean d\u1eef li\u1ec7u th\u1eddi gian th\u1ef1c.<\/p>\n<h2>M\u00e1y ch\u1ee7 proxy v\u00e0 d\u1eef li\u1ec7u h\u00f3a<\/h2>\n<p>M\u00e1y ch\u1ee7 proxy c\u00f3 th\u1ec3 r\u1ea5t quan tr\u1ecdng trong qu\u00e1 tr\u00ecnh d\u1eef li\u1ec7u h\u00f3a. Ch\u00fang c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 thu th\u1eadp d\u1eef li\u1ec7u t\u1eeb c\u00e1c v\u1ecb tr\u00ed \u0111\u1ecba l\u00fd kh\u00e1c nhau, v\u01b0\u1ee3t qua c\u00e1c gi\u1edbi h\u1ea1n khu v\u1ef1c v\u00e0 \u0111\u1ea3m b\u1ea3o t\u00ednh \u1ea9n danh trong qu\u00e1 tr\u00ecnh thu th\u1eadp d\u1eef li\u1ec7u, do \u0111\u00f3 gi\u1ea3m thi\u1ec3u m\u1ed9t s\u1ed1 lo ng\u1ea1i v\u1ec1 quy\u1ec1n ri\u00eang t\u01b0.<\/p>\n<h2>Li\u00ean k\u1ebft li\u00ean quan<\/h2>\n<ol>\n<li><a href=\"https:\/\/www.goodreads.com\/book\/show\/16248167-big-data\" target=\"_new\" rel=\"noopener nofollow\">D\u1eef li\u1ec7u l\u1edbn: Cu\u1ed9c c\u00e1ch m\u1ea1ng s\u1ebd thay \u0111\u1ed5i c\u00e1ch ch\u00fang ta s\u1ed1ng, l\u00e0m vi\u1ec7c v\u00e0 suy ngh\u0129<\/a><\/li>\n<li><a href=\"https:\/\/www.bbc.com\/future\/article\/20140209-the-age-of-datafication\" target=\"_new\" rel=\"noopener nofollow\">Th\u1eddi \u0111\u1ea1i d\u1eef li\u1ec7u h\u00f3a<\/a><\/li>\n<li><a href=\"https:\/\/datadrivenjournalism.net\/resources\/Understanding_Datafication\" target=\"_new\" rel=\"noopener nofollow\">Hi\u1ec3u d\u1eef li\u1ec7u<\/a><\/li>\n<li><a href=\"https:\/\/www.researchgate.net\/publication\/264824873_Datafication_Making_Sense_of_Big_Data_in_a_Complex_World\" target=\"_new\" rel=\"noopener nofollow\">D\u1eef li\u1ec7u h\u00f3a: Hi\u1ec3u \u0111\u01b0\u1ee3c d\u1eef li\u1ec7u (l\u1edbn) trong m\u1ed9t th\u1ebf gi\u1edbi ph\u1ee9c t\u1ea1p<\/a><\/li>\n<li><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S1463651X15000375\" target=\"_new\" rel=\"noopener nofollow\">D\u1eef li\u1ec7u h\u00f3a, ch\u1ee7 ngh\u0129a d\u1eef li\u1ec7u v\u00e0 truy\u1ec1n d\u1eef li\u1ec7u: D\u1eef li\u1ec7u l\u1edbn gi\u1eefa m\u00f4 h\u00ecnh khoa h\u1ecdc v\u00e0 h\u1ec7 t\u01b0 t\u01b0\u1edfng<\/a><\/li>\n<\/ol>","protected":false},"featured_media":476744,"menu_order":0,"template":"","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"class_list":["post-476743","wiki","type-wiki","status-publish","has-post-thumbnail","hentry"],"acf":{"faq_title":"Frequently Asked Questions about <mark>Datafication: Transforming the World into a Data-Driven Environment<\/mark>","faq_items":[{"question":"What is the definition of datafication?","answer":"<p>Datafication is the process of converting various aspects of life, society, and the world around us into computer-readable format or data. It represents the technological transformation that enables us to digitize real-world phenomena and translate them into meaningful insights.<\/p>"},{"question":"When was the term \"Datafication\" first used?","answer":"<p>The term \"Datafication\" was first mentioned in the book \"Big DatA Revolution That Will Transform How We Live, Work, and Think,\" authored by Mayer-Sch\u00f6nberger and Cukier, published in 2013.<\/p>"},{"question":"How does datafication work?","answer":"<p>Datafication begins with the identification of information that can be translated into data. This information is recorded or measured using data collection tools, transformed into a digital format that can be processed and stored, and then analyzed using algorithms and analytical models to generate insights, predictions, or useful patterns.<\/p>"},{"question":"What are the key features of datafication?","answer":"<p>The key features of datafication are quantification, traceability, predictive analytics, and personalization.<\/p>"},{"question":"What are the types of datafication?","answer":"<p>Datafication can be broadly classified into two types: Operational Datafication and Behavioral Datafication. Operational Datafication involves turning internal business processes into data, while Behavioral Datafication involves turning user behavior and interactions into data.<\/p>"},{"question":"What are the applications and challenges of datafication?","answer":"<p>Datafication is applied in various domains like healthcare, education, and business for predictive diagnoses, personalized learning experiences, and deriving customer insights. The challenges associated with datafication include privacy concerns, data security, and data quality.<\/p>"},{"question":"How is datafication different from digitization and digitalization?","answer":"<p>Digitization is the process of converting analog information into digital format, digitalization involves the use of digital technologies to change business processes, whereas datafication is the process of transforming activities or phenomena into quantifiable data.<\/p>"},{"question":"What is the future of datafication?","answer":"<p>The future of datafication includes the incorporation of advanced technologies like artificial intelligence and machine learning for data analysis, IoT for data collection, and blockchain for data security. The focus is likely to shift towards real-time datafication for instant analysis and decision-making.<\/p>"},{"question":"How do proxy servers play a role in datafication?","answer":"<p>Proxy servers can be used to gather data from different geographical locations, bypass regional restrictions, and ensure anonymity during data collection, thereby playing a critical role in the process of datafication.<\/p>"}]},"_links":{"self":[{"href":"https:\/\/oneproxy.pro\/vn\/wp-json\/wp\/v2\/wiki\/476743","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\/476743\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/oneproxy.pro\/vn\/wp-json\/wp\/v2\/media\/476744"}],"wp:attachment":[{"href":"https:\/\/oneproxy.pro\/vn\/wp-json\/wp\/v2\/media?parent=476743"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}