{"id":1085,"date":"2024-07-11T08:29:26","date_gmt":"2024-07-11T11:29:26","guid":{"rendered":"https:\/\/www.ecommerceupdate.com.br\/?p=1085"},"modified":"2024-07-11T08:29:27","modified_gmt":"2024-07-11T11:29:27","slug":"antecipando-necessidades-desvendando-o-poder-do-atendimento-preditivo-com-machine-learning","status":"publish","type":"post","link":"https:\/\/www.ecommerceupdate.com.br\/ko\/antecipando-necessidades-desvendando-o-poder-do-atendimento-preditivo-com-machine-learning\/","title":{"rendered":"\uc694\uad6c \uc0ac\ud56d \uc608\uce21: \uae30\uacc4 \ud559\uc2b5\uc744 \ud1b5\ud55c \uc608\uce21 \uad00\ub9ac\uc758 \ud798 \ud480\uae30"},"content":{"rendered":"<p>\uba38\uc2e0\ub7ec\ub2dd (ML) \uae30\ubc18\uc758 \uc608\uce21 \uce58\ub8cc\ub294 \uae30\uc5c5\uc774 \uace0\uac1d\uacfc \uc0c1\ud638 \uc791\uc6a9\ud558\ub294 \ubc29\uc2dd\uc5d0 \ud601\uba85\uc744 \uc77c\uc73c\ud0a4\uace0 \uc788\uc73c\uba70,\ubb38\uc81c\uac00 \ubc1c\uc0dd\ud558\uae30 \uc804\uc5d0 \uace0\uac1d\uc758 \uc694\uad6c\ub97c \uc608\uce21\ud558\uace0 \ub9de\ucda4\ud615 \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud601\uc2e0\uc801\uc778 \uc811\uadfc \ubc29\uc2dd\uc740 \uace0\uae09 \uba38\uc2e0\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc744 \uc0ac\uc6a9\ud558\uc5ec \ub300\uc6a9\ub7c9 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uace0 \ubbf8\ub798\uc758 \uace0\uac1d \ud589\ub3d9\uc744 \uc608\uce21\ud568\uc73c\ub85c\uc368 \ubcf4\ub2e4 \ud6a8\uc728\uc801\uc774\uace0 \ub9cc\uc871\uc2a4\ub7ec\uc6b4 \uace0\uac1d \uc11c\ube44\uc2a4\ub97c \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc608\uce21 \uc11c\ube44\uc2a4\uc758 \ud575\uc2ec\uc740 \uc5ec\ub7ec \uc18c\uc2a4\uc758 \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud558\uace0 \ud574\uc11d\ud558\ub294 \uae30\ub2a5\uc785\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \uace0\uac1d \uc0c1\ud638 \uc791\uc6a9 \uae30\ub85d, \uad6c\ub9e4 \ud328\ud134, \uc778\uad6c \ud1b5\uacc4, \uc18c\uc15c \ubbf8\ub514\uc5b4 \ud53c\ub4dc\ubc31, \uc2ec\uc9c0\uc5b4 \uc2dc\uac04\ub300\ub098 \uc9c0\ub9ac\uc801 \uc704\uce58\uc640 \uac19\uc740 \uc0c1\ud669 \uc815\ubcf4\ub3c4 \ud3ec\ud568\ub429\ub2c8\ub2e4. ML \uc54c\uace0\ub9ac\uc998\uc740 \uc774 \ub370\uc774\ud130\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud6c8\ub828\ub429\ub2c8\ub2e4. \ubbf8\ub798\uc758 \uace0\uac1d \uc694\uad6c\ub098 \ubb38\uc81c\ub97c \ub098\ud0c0\ub0bc \uc218 \uc788\ub294 \ud328\ud134\uacfc \ucd94\uc138\ub97c \uc2dd\ubcc4\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc608\uce21 \uc11c\ube44\uc2a4\uc758 \uc8fc\uc694 \uc7a5\uc810 \uc911 \ud558\ub098\ub294 \uc0ac\uc804 \uc9c0\uc6d0\uc744 \uc81c\uacf5\ud558\ub294 \uae30\ub2a5\uc785\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4 ML \uc54c\uace0\ub9ac\uc998\uc774 \uace0\uac1d\uc774 \ud2b9\uc815 \uc81c\ud488\uc5d0 \ub300\ud574 \ubc18\ubcf5\ub418\ub294 \ubb38\uc81c\ub97c \uacaa\uace0 \uc788\uc74c\uc744 \uac10\uc9c0\ud558\uba74 \uc2dc\uc2a4\ud15c\uc774 \uc790\ub3d9\uc73c\ub85c \uc5f0\ub77d\uc744 \uc2dc\uc791\ud558\uc5ec \uace0\uac1d\uc774 \ub3c4\uc6c0\uc744 \uc694\uccad\ud558\uae30 \uc804\uc5d0 \uc9c0\uc6d0\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\uc73c\ubbc0\ub85c \uace0\uac1d \uacbd\ud5d8\uc774 \ud5a5\uc0c1\ub420 \ubfd0\ub9cc \uc544\ub2c8\ub77c \uae30\uc874 \uc9c0\uc6d0 \ucc44\ub110\uc758 \uc791\uc5c5\ub7c9\ub3c4 \uc904\uc5b4\ub4ed\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ub610\ud55c \uc608\uce21 \uc11c\ube44\uc2a4\ub294 \uace0\uac1d \uc0c1\ud638 \uc791\uc6a9\uc744 \ud06c\uac8c \uc0ac\uc6a9\uc790 \uc815\uc758 \ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uace0\uac1d\uc758 \uae30\ub85d\uc744 \ubd84\uc11d\ud568\uc73c\ub85c\uc368 \uc2dc\uc2a4\ud15c\uc740 \uc5b4\ub5a4 \uc720\ud615\uc758 \ud1b5\uc2e0 \ub610\ub294 \uc81c\uc548\uc774 \uac00\uc7a5 \uacf5\uba85 \ud560 \uac00\ub2a5\uc131\uc774 \uc788\ub294\uc9c0 \uc608\uce21\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4 \uc77c\ubd80 \uace0\uac1d\uc740 \uc140\ud504 \uc11c\ube44\uc2a4 \uc194\ub8e8\uc158\uc744 \uc120\ud638 \ud560 \uc218 \uc788\uc9c0\ub9cc \ub2e4\ub978 \uace0\uac1d\uc740 \uc9c1\uc811\uc801\uc778 \uc778\uac04 \uc811\ucd09\uc744 \ub354 \uc911\uc694\ud558\uac8c \uc0dd\uac01\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>ML\uc740 \ud1b5\ud654 \ubc0f \uba54\uc2dc\uc9c0 \ub77c\uc6b0\ud305\uc744 \ucd5c\uc801\ud654\ud558\ub294 \ub370\uc5d0\ub3c4 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.\uc608\uce21\ub41c \ubb38\uc81c\uc640 \uace0\uac1d \uae30\ub85d\uc744 \ubd84\uc11d\ud558\uc5ec \uc2dc\uc2a4\ud15c\uc740 \uc0c1\ud638 \uc791\uc6a9\uc744 \uac00\uc7a5 \uc801\uc808\ud55c \uc5d0\uc774\uc804\ud2b8\ub85c \uc720\ub3c4\ud558\uc5ec \ube60\ub974\uace0 \ub9cc\uc871\uc2a4\ub7ec\uc6b4 \ud574\uacb0 \uac00\ub2a5\uc131\uc744 \ub192\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc608\uce21 \uce58\ub8cc\uc758 \ub610 \ub2e4\ub978 \uac15\ub825\ud55c \uc801\uc6a9\uc740 \uc774\ud0c8 (\uace0\uac1d \ud3ec\uae30) \uc744 \ubc29\uc9c0\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. ML \uc54c\uace0\ub9ac\uc998\uc740 \uace0\uac1d\uc774 \uc11c\ube44\uc2a4\ub97c \ub5a0\ub0a0 \ud655\ub960\uc774 \ub192\ub2e4\ub294 \uac83\uc744 \ub098\ud0c0\ub0b4\ub294 \ud589\ub3d9 \ud328\ud134\uc744 \uc2dd\ubcc4\ud558\uc5ec \ud68c\uc0ac\uac00\uc774\ub97c \uc720\uc9c0\ud558\uae30\uc704\ud55c \uc608\ubc29 \uc870\uce58\ub97c \ucde8\ud560 \uc218 \uc788\ub3c4\ub85d\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uadf8\ub7ec\ub098 ML \uae30\ubc18 \uc608\uce21 \uce58\ub8cc\uc758 \uc131\uacf5\uc801\uc778 \uad6c\ud604\uc740 \uba87 \uac00\uc9c0 \uacfc\uc81c\uc5d0 \uc9c1\uba74 \ud574 \uc788\uc2b5\ub2c8\ub2e4.\ud575\uc2ec \uc911 \ud558\ub098\ub294 ML \ubaa8\ub378\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \uad50\uc721\ud558\uae30\uc704\ud55c \uace0\ud488\uc9c8\uc758 \ucda9\ubd84\ud55c \ub370\uc774\ud130\uac00 \ud544\uc694\ud558\ub2e4\ub294 \uac83\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uae30\uc5c5\uc740 \uace0\uac1d \ub370\uc774\ud130\ub97c \uc5b4\ub5bb\uac8c \uc0ac\uc6a9\ud558\uace0 \uc788\ub294\uc9c0 \ud22c\uba85\ud558\uac8c \ubc1d\ud600\uc57c \ud558\uba70,\uc720\ub7fd\uc758 GDPR \ub610\ub294 \ube0c\ub77c\uc9c8\uc758 LGPD \uc640 \uac19\uc740 \ub370\uc774\ud130 \ubcf4\ud638 \uaddc\uc815\uc744 \uc900\uc218\ud558\ub294\uc9c0 \ud655\uc778\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>ML \ubaa8\ub378\uc758 \ud574\uc11d \uac00\ub2a5\uc131 \ub610\ud55c \uc911\uc694\ud55c \uacfc\uc81c\uc785\ub2c8\ub2e4.\ub9ce\uc740 ML \uc54c\uace0\ub9ac\uc998, \ud2b9\ud788 \uac00\uc7a5 \uc9c4\ubcf4 \ub41c \uc54c\uace0\ub9ac\uc998\uc740 black \u201c\u201d\uc73c\ub85c \uae30\ub2a5\ud558\ubbc0\ub85c \ud2b9\uc815 \uc608\uce21\uc5d0 \uc5b4\ub5bb\uac8c \ub3c4\ub2ec\ud588\ub294\uc9c0 \uc815\ud655\ud558\uac8c \uc124\uba85\ud558\uae30\uac00 \uc5b4\ub835\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uace0\ub824\ud574\uc57c \ud560 \ub610 \ub2e4\ub978 \uce21\uba74\uc740 \uc790\ub3d9\ud654\uc640 \uc778\uac04 \uc811\ucd09 \uc0ac\uc774\uc758 \uade0\ud615\uc785\ub2c8\ub2e4. \uc608\uce21 \uc11c\ube44\uc2a4\uac00 \ud6a8\uc728\uc131\uc744 \ud06c\uac8c \ub192\uc77c \uc218 \uc788\uc9c0\ub9cc,\uc5ec\uc804\ud788 \ub9ce\uc740 \uace0\uac1d\uc774 \uc911\uc694\ud558\uac8c \uc0dd\uac01\ud558\ub294 \uc778\uac04 \uc694\uc18c\ub97c \ub193\uce58\uc9c0 \uc54a\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. \ud575\uc2ec\uc740 ML \uc744 \uc0ac\uc6a9\ud558\uc5ec \uc778\uac04 \uc5d0\uc774\uc804\ud2b8\uc758 \uae30\ub2a5\uc744 \uac15\ud654\ud558\uace0 \ud5a5\uc0c1\uc2dc\ud0a4\ub294 \uac83\uc774\uc9c0 \uc644\uc804\ud788 \ub300\uccb4\ud558\ub294 \uac83\uc774 \uc544\ub2d9\ub2c8\ub2e4.<\/p>\n\n\n\n<p>ML \uae30\ubc18\uc758 \uc608\uce21 \uce58\ub8cc \uc2dc\uc2a4\ud15c\uc744 \uad6c\ud604\ud558\ub824\uba74 \uae30\uc220\uacfc \uc804\ubb38 \uc9c0\uc2dd\uc5d0 \uc0c1\ub2f9\ud55c \ud22c\uc790\uac00 \ud544\uc694\ud55c \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4. \uae30\uc5c5\uc740 \ud22c\uc790 \uc218\uc775\uc744 \uc2e0\uc911\ud558\uac8c \uace0\ub824\ud558\uace0 \uc774\ub7ec\ud55c \uae30\ub2a5\uc744 \uae30\uc874 \uace0\uac1d \uc11c\ube44\uc2a4 \ud504\ub85c\uc138\uc2a4\uc5d0 \ud1b5\ud569\ud558\uae30 \uc704\ud55c \uba85\ud655\ud55c \uc804\ub7b5\uc744 \uc218\ub9bd\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>ML \ubaa8\ub378\uc758 \uc9c0\uc18d\uc801\uc778 \uad50\uc721 \ubc0f \uc5c5\ub370\uc774\ud2b8\ub3c4 \uc911\uc694\ud569\ub2c8\ub2e4. \uace0\uac1d \ud589\ub3d9\uacfc \uc2dc\uc7a5 \ub3d9\ud5a5\uc740 \ud56d\uc0c1 \uc9c4\ud654\ud558\uace0 \uc788\uc73c\uba70 \ubaa8\ub378\uc740 \uc815\ud655\ud558\uace0 \uad00\ub828\uc131\uc744 \uc720\uc9c0\ud558\uae30 \uc704\ud574 \uc815\uae30\uc801\uc73c\ub85c \uc5c5\ub370\uc774\ud2b8\ub418\uc5b4\uc57c \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc774\ub7ec\ud55c \ub3c4\uc804\uc5d0\ub3c4 \ubd88\uad6c\ud558\uace0 ML \uae30\ubc18 \uc608\uce21 \uc11c\ube44\uc2a4\uc758 \uc7a0\uc7ac\ub825\uc740 \uc5c4\uccad\ub0a9\ub2c8\ub2e4. \uace0\uac1d \uc11c\ube44\uc2a4\ub97c \uc0ac\ud6c4 \ub300\uc751 \uae30\ub2a5\uc5d0\uc11c \uc0ac\uc804 \ub300\uc751 \uae30\ub2a5\uc73c\ub85c \uc804\ud658\ud560 \uc218 \uc788\ub294 \uac00\ub2a5\uc131\uc744 \uc81c\uacf5\ud558\uc5ec \uace0\uac1d \ub9cc\uc871\ub3c4\uc640 \uc6b4\uc601 \ud6a8\uc728\uc131\uc744 \ud06c\uac8c \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uae30\uc220\uc774 \uacc4\uc18d \ubc1c\uc804\ud568\uc5d0 \ub530\ub77c \uace0\uac1d \uc11c\ube44\uc2a4\uc5d0\uc11c ML\uc758 \ub354\uc6b1 \uc815\uad50\ud55c \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc744 \ubcfc \uc218 \uc788\uc744 \uac83\uc73c\ub85c \uae30\ub300\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \ubcf4\ub2e4 \uc790\uc5f0\uc2a4\ub7ec\uc6b4 \uc0c1\ud638 \uc791\uc6a9\uc744 \uc704\ud574 \ubcf4\ub2e4 \ubc1c\uc804\ub41c \uc790\uc5f0\uc5b4 \ucc98\ub9ac\ub97c \uc0ac\uc6a9\ud558\uac70\ub098 \uc2e4\uc2dc\uac04 \uc2dc\uac01\uc801 \uc9c0\uc6d0\uc744 \uc81c\uacf5\ud558\uae30 \uc704\ud574 \uc99d\uac15 \ud604\uc2e4\uacfc \uac19\uc740 \ucd5c\uc2e0 \uae30\uc220\uacfc \ud1b5\ud569\ud558\ub294 \uac83\uc774 \ud3ec\ud568\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uacb0\ub860\uc801\uc73c\ub85c,\uba38\uc2e0 \ub7ec\ub2dd\uc744 \uae30\ubc18\uc73c\ub85c \ud55c \uc608\uce21 \uace0\uac1d \uc11c\ube44\uc2a4\ub294 \uace0\uac1d \uc11c\ube44\uc2a4\uc758 \uc9c4\ud654\uc5d0\uc11c \uc911\uc694\ud55c \ub3c4\uc57d\uc744 \ub098\ud0c0\ub0c5\ub2c8\ub2e4. \ub370\uc774\ud130 \ubc0f \uc778\uacf5 \uc9c0\ub2a5\uc758 \ud798\uc744 \ud65c\uc6a9\ud568\uc73c\ub85c\uc368 \uae30\uc5c5\uc740\ubcf4\ub2e4 \uac1c\uc778\ud654\ub418\uace0 \ud6a8\uc728\uc801\uc774\uba70 \ub9cc\uc871\uc2a4\ub7ec\uc6b4 \uace0\uac1d \uacbd\ud5d8\uc744 \uc81c\uacf5 \ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uadf9\ubcf5\ud574\uc57c \ud560 \uacfc\uc81c\uac00 \uc788\uc9c0\ub9cc \ubcc0\ud654\uc758 \uc7a0\uc7ac\ub825\uc740 \uc5c4\uccad\ub098\uba70 \uace0\uac1d \uc11c\ube44\uc2a4\uac00 \uc9c4\uc815\uc73c\ub85c \uc9c0\ub2a5\uc801\uc774\uace0 \ub2a5\ub3d9\uc801\uc774\uba70 \uace0\uac1d \uc911\uc2ec\uc801\uc778 \ubbf8\ub798\ub97c \uc57d\uc18d\ud569\ub2c8\ub2e4.<\/p>","protected":false},"excerpt":{"rendered":"<p>O atendimento preditivo baseado em Machine Learning (ML) est\u00e1 revolucionando a forma como as empresas interagem com seus clientes, antecipando suas necessidades e oferecendo solu\u00e7\u00f5es personalizadas antes mesmo que os problemas surjam. Esta abordagem inovadora utiliza algoritmos avan\u00e7ados de aprendizado de m\u00e1quina para analisar grandes volumes de dados e prever comportamentos futuros dos clientes, permitindo [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":1086,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[35,37],"tags":[47,43,48],"class_list":{"0":"post-1085","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-artigos","8":"category-tendencias","9":"tag-artigos","10":"tag-e-commerce","11":"tag-tendencias"},"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.ecommerceupdate.com.br\/ko\/wp-json\/wp\/v2\/posts\/1085","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.ecommerceupdate.com.br\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.ecommerceupdate.com.br\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.ecommerceupdate.com.br\/ko\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ecommerceupdate.com.br\/ko\/wp-json\/wp\/v2\/comments?post=1085"}],"version-history":[{"count":0,"href":"https:\/\/www.ecommerceupdate.com.br\/ko\/wp-json\/wp\/v2\/posts\/1085\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.ecommerceupdate.com.br\/ko\/wp-json\/wp\/v2\/media\/1086"}],"wp:attachment":[{"href":"https:\/\/www.ecommerceupdate.com.br\/ko\/wp-json\/wp\/v2\/media?parent=1085"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.ecommerceupdate.com.br\/ko\/wp-json\/wp\/v2\/categories?post=1085"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.ecommerceupdate.com.br\/ko\/wp-json\/wp\/v2\/tags?post=1085"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}