CINXE.COM

<!doctype html> <html lang="ko" data-useragent="Mozilla/4.0 (compatible; MSIE 7.0; Windows NT 6.0; SLCC1; .NET CLR 2.0.50727; .NET CLR 3.0.04506; .NET CLR 3.5.21022; .NET CLR 1.0.3705; .NET CLR 1.1.4322)"> <head> <meta charset="utf-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, minimum-scale=1.0, user-scalable=no" /> <meta name="format-detection" content="telephone=no"> <meta name="description" content="안녕하세요...까발스 구독자 여러분 인공지능과 빅데이터는 이제 뗄래야 뗄 수 없는 관계가 되었습니다. 빅데이터를 가진 업체가 AI도 잘하는 시대인 것이죠. 2012년, 딥러닝의 압도적인 성능을 증명한 역사적인 사건이 발생했습니다. 바로 이미지 인식 경진대회인 ILSVR"> <meta property="og:title" content="최고의 AI를 위해서는 최고의 데이터가 필요하다"> <meta property="og:image" content="https://scs-phinf.pstatic.net/MjAyNDExMjJfODMg/MDAxNzMyMjA3NTUxNTIy.r1AefsWpjfKI8Fp32dwScMXuGZpk2g0eCokVne-N88Yg.Y0FtypiuFY-L2oGcRn7MGAOkwBBIzepOE9t7d9ELCzEg.PNG/SE-83247f83-8bf2-40ab-8d5d-464a2da7c7c9.png?type=w800"> <meta property="og:description" content="안녕하세요...까발스 구독자 여러분 인공지능과 빅데이터는 이제 뗄래야 뗄 수 없는 관계가 되었습니다. 빅데이터를 가진 업체가 AI도 잘하는 시대인 것이죠. 2012년, 딥러닝의 압도적인 성능을 증명한 역사적인 사건이 발생했습니다. 바로 이미지 인식 경진대회인 ILSVR"> <meta property="og:url" content="https://contents.premium.naver.com/kbd/kabalstory/contents/241122083334019sr"> <meta name="twitter:card" content="summary"> <meta name="twitter:title" content="최고의 AI를 위해서는 최고의 데이터가 필요하다"> <meta name="twitter:site" content="프리미엄콘텐츠"> <meta name="twitter:image" content="https://scs-phinf.pstatic.net/MjAyNDExMjJfODMg/MDAxNzMyMjA3NTUxNTIy.r1AefsWpjfKI8Fp32dwScMXuGZpk2g0eCokVne-N88Yg.Y0FtypiuFY-L2oGcRn7MGAOkwBBIzepOE9t7d9ELCzEg.PNG/SE-83247f83-8bf2-40ab-8d5d-464a2da7c7c9.png?type=w800"> <meta name="twitter:description" content="안녕하세요...까발스 구독자 여러분 인공지능과 빅데이터는 이제 뗄래야 뗄 수 없는 관계가 되었습니다. 빅데이터를 가진 업체가 AI도 잘하는 시대인 것이죠. 2012년, 딥러닝의 압도적인 성능을 증명한 역사적인 사건이 발생했습니다. 바로 이미지 인식 경진대회인 ILSVR"> <meta name="publish-datetime" content="2024-11-22T08:33:34.019"> <meta name="is-deleted" content="false"> <meta name="is-blocked" content="false"> <meta name="product-option-for-sale" content="false"> <meta name="product-option-for-subscription" content="true"> <meta name="channel-name" content="까뒤집는 발명/특허 이야기"> <title>최고의 AI를 위해서는 최고의 데이터가 필요하다</title> <link rel="stylesheet" href="https://static-nnews.pstatic.net/css/min/20241121a/premium_service.css"> <link rel="shortcut icon" type="image/x-icon" href="https://ssl.pstatic.net/static.news/image/news/premium/studio/meta/2021/04/22/favicon_M.ico" /> <link rel="apple-touch-icon-precomposed" size="72x72" href="https://ssl.pstatic.net/static.news/image/news/premium/studio/meta/2021/04/22/og.png" /> <link rel="apple-touch-icon-precomposed" size="96x96" href="https://ssl.pstatic.net/static.news/image/news/premium/studio/meta/2021/04/22/og.png" /> <link rel="apple-touch-icon-precomposed" size="144x144" href="https://ssl.pstatic.net/static.news/image/news/premium/studio/meta/2021/04/22/og.png" /> <link rel="apple-touch-icon-precomposed" size="192x192" href="https://ssl.pstatic.net/static.news/image/news/premium/studio/meta/2021/04/22/og.png" /> <base target="_parent"> <script> var g_ssc = nsc = "Mpremiumcontents.all"; var g_default_area = "art"; var svr = "one-service-premium-r-20241121-241121-154110-6c6f486fcc-mdzhm"; var nelo = { name : "P8fc0cc_premium-one-front", url : "https://kr-col-ext.nelo.navercorp.com/_store", sampleNumber : 100, maxCount : 100, maxSendMessage : "로그 전송 최대치 도달" }; var isGreendot = document.cookie.indexOf("MM_NEW=1") > -1; var domain = "https://contents.premium.naver.com"; var ajaxDomain = ""; var MEDIA_GW_DOMAIN = "https://media-gw.naver.com"; var PREMIUM_GW_DOMAIN = "https://premium-gw.naver.com"; var PREMIUM_LOG_DOMAIN = "https://l.premium.naver.com"; var PREMIUM_STUDIO_DOMAIN = "https://studio.premium.naver.com"; var PREMIUM_BA_DOMAIN = "https://scv-premiumcnts.io.naver.com/jackpotlog/v1/logs"; var urlPrefix = ""; var newsDomain = ""; var layoutName = "content"; var layoutType = "premium"; var unitIds = []; var divIds = []; var ArticleAd = {}; var _paq = window._paq = window._paq || []; _paq.push(["setDocumentTitle", layoutName + " / " + document.title]); _paq.push(["trackPageView"]); _paq.push(["enableLinkTracking"]); _paq.push(["setTrackerUrl", PREMIUM_LOG_DOMAIN + "/matomo"]); _paq.push(["setSiteId", "1"]); var isPremiumReferer = false; var uuid = "23f96598-718c-497c-a6e7-a96a7cbd7290"; var baUserKey = ""; var baActionParams = { cp_id: "kbd", channel_id: "kabalstory", category_id: "003010", contents_id: "241122083334019sr", is_promotion: "false", newsletter_source_id: "", attached_video_count: "0", product_id: "", ticket_id: "", period_type: "", subscription_type: "", sale_type: "", list_type: "", sort_type: "", content_category_id: "", tag: "", referer: "", tracking_code: "empty_referer" }; </script> <script src="https://static-nnews.pstatic.net/js/min/20241121a/premium_common.min.js"></script> </head> <body class=" body_end"> <div class="u_skip"><a href="#ct">본문 바로가기</a></div> <div id="_CONTENT_INDICATOR_WRAP" style="display:none;"> <label for="_CONTENT_INDICATOR" class="blind">페이지 스크롤 진행률</label> <progress id="_CONTENT_INDICATOR" class="progress" max="100" value="0"></progress> </div> <header class="header_wrap"> <div class="header"> <div class="header_inner"> <div class="header_content"> <div class="header_service"> <h1 class="header_logo"> <a href="/" class="header_logo_link" data-clk="chlh_cont.pclogo"><span class="blind">Premium Contents</span></a> </h1> <a href="#" class="header_back _CONTENT_BACK" data-clk="chlh_cont.back"><span class="blind">이전 페이지</span></a> </div> <h2 class="header_title"><a href="/kbd/kabalstory" class="header_title_link" data-clk="chlh_cont.chllogo">까뒤집는 발명/특허 이야기</a></h2> <div class="header_menu"> <a href="/kbd/kabalstory/search" class="header_search" data-clk="chlh_cont.search"><span class="blind">검색</span></a> <div class="header_user"> <a href="/my/subscriptions" class="user_link _LOGIN" data-clk="chlh_cont.my"> <div class="user_sign_in">로그인</div> </a> </div> </div> </div> </div> </div> </header> <hr> <script> var svt = "20241203124615.098"; var timestamp = svt.substr(0, 8); var isLogin = false; var service = { premium: true }; var analyticsNtmUrl = "https://ntm.pstatic.net/scripts/ntm_774a0c8e7c40.js"; var envPhase = "production"; var isProduction = true; </script> <div id="ct_wrap" class="container"> <div id="ct" class="container_inner"> <div class="container_main"> <div class="container_sidebar _CONTAINER_SIDEBAR"> <div class="container_sidebar_inner _GRID_TEMPLATE_COLUMN_SIDEBAR _CONTAINER_SIDEBAR_INNER"></div> </div> <div class="container_content _GRID_TEMPLATE_COLUMN _STICKY_CONTENT"> <link rel="stylesheet" href="https://editor-static.pstatic.net/v/basic/1.55.1/css/se.viewer.css"> <link rel="stylesheet" href="https://static-nnews.pstatic.net/css/min/20241121a/mediaviewer_mobile.css"> <script> window.__htExternalUrl = window.__htExternalUrl || {}; window.__htExternalUrl["seViewerScriptUrl"] = "https://editor-static.pstatic.net/v/basic/1.55.1/se.viewer.js"; window.__htExternalUrl["mediaViewer"] = "https://static-nnews.pstatic.net/js/min/20241121a/mediaviewer_mobile.min.js"; window.__htVodOption = { SERVICE_CODE: "2054" }; </script> <div id="_SE_VIEWER_CONTENT" class="se_viewer_content _NIL_SEND" data-cp-name="kbd" data-sub-id="kabalstory" data-content-id="241122083334019sr" data-type="TEXT" data-sub-type="PHOTO" data-content-auth="false" data-right-request-key="" data-gdid="8830a3s6_241122083334019sr" data-is-membership="false" data-is-promotion="false" data-is-preview="" data-subscription-level="" data-subscription-month="" data-member-subscribe-type="" data-subscription-period-type="" data-subscription-sale-type="" data-product-for-subscription="true" data-product-for-sale="false" data-partner-channel="N" data-partner-type="" data-paywall-ratio="27.68" data-is-updatable-fever-read="false" data-category="003010"> <div class="se-viewer se-theme-default" lang="ko-KR">  <div class="se-component se-documentTitle se-l-default se-documentTitle-cover-image" id="SE-64cc98ec-e910-4844-91d4-f8f04b462691"> <div class="se-title-cover" style="background-image:url('data:image/gif;base64,R0lGODlhAQABAIAAAP///wAAACH5BAEAAAAALAAAAAABAAEAAAICRAEAOw=='); background-position: 50.0% 50.0%;"> <img src="data:image/gif;base64,R0lGODlhAQABAIAAAP///wAAACH5BAEAAAAALAAAAAABAAEAAAICRAEAOw==" alt="" class="se-title-cover-exception-image" /> </div> <div class="se-component-content"> <div class="se-section se-section-documentTitle se-l-default se-section-align-left"> <div class="viewer_title_top_image"> <img src="https://scs-phinf.pstatic.net/MjAyNDEwMTdfNjcg/MDAxNzI5MTIyMTQ1Nzg1._FmhFrZ82Ae_ysndeLAiakmErgcgcnNsTssyP464LcQg.MSc6XPMeujvCPRnQMIQQzB2AxhmVUABf8Rsjrumgl9Ig.PNG/%EA%B7%B8%EB%A6%BC3b.png?type=nfs670_440" class="viewer_title_image" alt=""> </div> <div class="viewer_title_top"> <a href="/kbd/kabalstory/contents?categoryId=18df8ae4a73000hkk" class="viewer_category_link" data-clk="chlh_cont.ctgrall">정보 이모저모</a> </div> <div class="se-module se-module-text se-title-text"> <p class="se-text-paragraph se-text-paragraph-align- " style="" id="SE-e24a0ffd-f860-434f-8eaf-0d60508cc023"><span style="" class="se-fs-fs38 se-ff-nanumsquare " id="SE-ff5fd956-51fa-40c9-b245-86fcf324fad9">최고의 AI를 위해서는 최고의 데이터가 필요하다</span></p> </div> <div class="viewer_title_content"> <div class="viewer_date">2024.11.22. 오전 8:33</div> <div class="viewer_author_wrap"> <div class="viewer_author_inside"> <div class="viewer_author_thumb_box"> <a href="/kbd/kabalstory/authors/1881332f9fbsdv" class="viewer_author_thumb_link" data-clk="chlh_cont.writer"> <div class="viewer_author_thumb"> <img data-src="https://scs-phinf.pstatic.net/MjAyMzA3MDFfODgg/MDAxNjg4MjAwOTYyODI1.AlcQmWcT3NcF_z30pBhOBDd1HCG3UI5tbf1VmBAYJGwg.--vGnJEcgoAbZn2J9qzeBI8AhnU177PJY9PJNV8S66Yg.PNG/image%7Cpremium%7Cauthor%7Ckbd_kabalstory%7C2023%7C07%7C01%7C1688200962805.png?type=nfs200_200" class="_LAZY_LOADING" alt="" onerror="this.outerHTML='<span class="no_image"></span>'"> </div> </a> </div> <div class="viewer_author_text"> <em class="viewer_author_by">by</em> <span class="viewer_author"> <a href="/kbd/kabalstory/authors/1881332f9fbsdv" class="viewer_author_text_link" data-clk="chlh_cont.writer">까발스</a> </span> </div> </div> </div> <div class="viewer_count"> <div class="viewer_count_func_wrap"> <div class="u_likeit_list_module _reactionModule" data-sid="SCS" data-cid="p_kbd_kabalstory_241122083334019sr"> <a href="#" class="u_likeit_list_btn _button" data-type="like" aria-pressed="false" data-ishiddenlabel="true" data-isHiddenZeroCount="true"> <span class="u_ico _icon"></span> <em class="u_txt _label">좋아요</em> <em class="u_cnt _count"></em> </a> </div> <span class="comment_count_wrap _COMMENT_COUNT_WRAP"> <span class="blind">댓글</span> <a href="/kbd/kabalstory/comment/241122083334019sr" class="comment_count _COMMENT_COUNT" data-zero-hidden="true" data-clk="chlh_cont.mentall"></a> </span> </div> <div class="viewer_count_func_wrap"> <span class="share_wrap"> <a href="#" class="naver-splugin spi_sns_share u_btn_sns_share" data-clk="chlh_cont.sharetop" data-style="one-button" data-url="https://contents.premium.naver.com/kbd/kabalstory/contents/241122083334019sr" data-title="최고의 AI를 위해서는 최고의 데이터가 필요하다" data-likeserviceid="SCS" data-likecontentsid="p_kbd_kabalstory_241122083334019sr" data-mail-url="https://contents.premium.naver.com/kbd/kabalstory/contents/241122083334019sr?lfrom=mail" data-blog-url="https://contents.premium.naver.com/kbd/kabalstory/contents/241122083334019sr?lfrom=blog" data-blog-blog-id="naver" data-cafe-url="https://contents.premium.naver.com/kbd/kabalstory/contents/241122083334019sr?lfrom=cafe" data-memo-url="https://contents.premium.naver.com/kbd/kabalstory/contents/241122083334019sr?lfrom=memo" data-calendar-url="https://contents.premium.naver.com/kbd/kabalstory/contents/241122083334019sr?lfrom=calendar" data-band-url="https://contents.premium.naver.com/kbd/kabalstory/contents/241122083334019sr?lfrom=band" data-line-url="https://contents.premium.naver.com/kbd/kabalstory/contents/241122083334019sr?lfrom=line" data-kakaotalk-url="https://contents.premium.naver.com/kbd/kabalstory/contents/241122083334019sr?lfrom=kakao" data-kakaostory-display="off" data-kakaotalk-image-url="https://scs-phinf.pstatic.net/MjAyNDExMjJfODMg/MDAxNzMyMjA3NTUxNTIy.r1AefsWpjfKI8Fp32dwScMXuGZpk2g0eCokVne-N88Yg.Y0FtypiuFY-L2oGcRn7MGAOkwBBIzepOE9t7d9ELCzEg.PNG/SE-83247f83-8bf2-40ab-8d5d-464a2da7c7c9.png?type=nfs300_200" data-facebook-url="https://contents.premium.naver.com/kbd/kabalstory/contents/241122083334019sr?lfrom=facebook" data-twitter-url="https://contents.premium.naver.com/kbd/kabalstory/contents/241122083334019sr?lfrom=twitter" data-mypeople-url="https://contents.premium.naver.com/kbd/kabalstory/contents/241122083334019sr?lfrom=mypeople" data-friend-url="https://contents.premium.naver.com/kbd/kabalstory/contents/241122083334019sr?lfrom=friend" data-button="postbtn"> <span class="naver-splugin-c send_caption"><span class="u_hc">SNS 보내기</span></span> </a> </span> <div class="font_resize_wrap"> <button type="button" class="font_resize_button _TOGGLE" data-target="_CONTENT_FONT_SIZE_LAYER" data-clk="chlh_cont.textsize" data-classvalue="is_spread"><span class="blind">글씨 크기 조정</span></button> <div id="_CONTENT_FONT_SIZE_LAYER" class="font_resize_layer"> <button class="font_smaller_button _CONTENT_FONT_SIZE" data-clk="chlh_cont.textoriginal" data-font-size="0"><span class="blind">더 작게</span></button> <span class="character_icon">가</span> <button class="font_bigger_button _CONTENT_FONT_SIZE" data-clk="chlh_cont.textplus" data-font-size="1"><span class="blind">더 크게</span></button> </div> </div> </div> </div> </div> </div> </div> </div>   <div class="se-main-container"> <div class="se-component se-text se-l-default" id="SE-8bcb21b5-ccf7-40c1-bacd-13ab1691e99d"> <div class="se-component-content"> <div class="se-section se-section-text se-l-default"> <div class="se-module se-module-text"> <p class="se-text-paragraph se-text-paragraph-align-justify " style="line-height:1.9;" id="SE-6c906379-05e1-453b-ae20-66a936e8fc66"><span style="color:#141414;" class="se-fs-fs19 se-ff- se-weight-unset " id="SE-7ba1da78-0d8e-477c-900d-d5ebe5e56635"></span></p><p class="se-text-paragraph se-text-paragraph-align- " style="line-height:1.9;" id="SE-04049568-6e48-4392-b73f-49ea3d2c6b75"><span style="color:#141414;" class="se-fs-fs19 se-ff- se-weight-unset se-style-unset " id="SE-e32a9d2d-71f1-4257-8c0e-99cd1bfd7471"></span></p><p class="se-text-paragraph se-text-paragraph-align- " style="line-height:1.9;" id="SE-97daed8f-6ec9-41dc-bc3e-451b044dc9be"><span style="color:#141414;background-color:#ffffff;" class="se-fs-fs19 se-ff- se-weight-unset se-style-unset " id="SE-6da64da7-496b-4804-b9c9-dc5777c29eb7">안녕하세요...까발스 구독자 여러분</span></p><p class="se-text-paragraph se-text-paragraph-align- " style="line-height:1.9;" id="SE-5d5687db-ae9a-4d33-93f8-fb1d5c73064e"><span style="color:#141414;" class="se-fs-fs19 se-ff- se-weight-unset se-style-unset " id="SE-ad80b738-94c5-485e-a5d4-98ba887ebad2"></span></p><p class="se-text-paragraph se-text-paragraph-align- " style="line-height:1.9;" id="SE-379b8eb4-6517-4af6-a95f-7a70f1b375f3"><span style="color:#141414;background-color:#ffffff;" class="se-fs-fs19 se-ff- se-weight-unset se-style-unset " id="SE-45389f86-daf6-479d-b8a7-a4f46ff55355">인공지능과 빅데이터는 이제 뗄래야 뗄 수 없는 관계가 되었습니다. 빅데이터를 가진 업체가 AI도 잘하는 시대인 것이죠.</span></p><p class="se-text-paragraph se-text-paragraph-align- " style="line-height:1.9;" id="SE-4f597e6e-fd80-4940-b4da-5a3fda72dec4"><span style="color:#141414;" class="se-fs-fs19 se-ff- se-weight-unset se-style-unset " id="SE-45efeb0c-fdc5-404e-a8c7-90d36dc69b96"></span></p><p class="se-text-paragraph se-text-paragraph-align- " style="line-height:1.9;" id="SE-b1f97237-3b8c-4e44-b0dc-87cb95992ab3"><span style="color:#141414;background-color:#ffffff;" class="se-fs-fs19 se-ff- se-weight-unset se-style-unset " id="SE-e86e9fe8-9728-4860-8be4-4c1bdfa88edd">2012년, 딥러닝의 압도적인 성능을 증명한 역사적인 사건이 발생했습니다.</span></p><p class="se-text-paragraph se-text-paragraph-align- " style="line-height:1.9;" id="SE-74d2a919-515f-4b36-befe-de1b2fddfe35"><span style="color:#141414;" class="se-fs-fs19 se-ff- se-weight-unset se-style-unset " id="SE-6c32c190-b732-4162-8e7e-e5cd6539ccf3"></span></p><p class="se-text-paragraph se-text-paragraph-align- " style="line-height:1.9;" id="SE-3c2adb04-5753-4078-8f66-2c71a0415bb3"><span style="color:#141414;background-color:#ffffff;" class="se-fs-fs19 se-ff- se-weight-unset se-style-unset " id="SE-cce5d1a7-7174-4deb-8437-5f267df08ba3">바로 이미지 인식 경진대회인</span><span style="color:#141414;background-color:#ffffff;" class="se-fs-fs19 se-ff- se-style-unset " id="SE-c60160dc-840d-405a-99cf-c9237175c5c7"><b> ILSVRC</b></span><span style="color:#141414;background-color:#ffffff;" class="se-fs-fs19 se-ff- se-weight-unset se-style-unset " id="SE-8845128c-c2d8-4989-8ed3-c604dde2c37b"> </span><span style="color:#141414;background-color:#ffffff;" class="se-fs-fs19 se-ff- se-weight-unset se-style-unset " id="SE-eca1adf8-efe0-46ea-951e-e0ae32711d62"><sup>ImageNet Large Scale Visual Recognition Challenge</sup></span><span style="color:#141414;background-color:#ffffff;" class="se-fs-fs19 se-ff- se-weight-unset se-style-unset " id="SE-5747c42a-abd4-4aa7-88eb-8874858005cc">에서 24년 노벨상을 수상한 </span><span style="color:#141414;background-color:#ffffff;" class="se-fs-fs19 se-ff- se-style-unset " id="SE-a33c62a6-97ee-47f8-bd65-8d62250bd068"><b>제프리 힌튼</b></span><span style="color:#141414;background-color:#ffffff;" class="se-fs-fs19 se-ff- se-weight-unset se-style-unset " id="SE-73d149db-758c-4efe-9ba2-59ab89f0e5e4">이 이끄는 팀의 </span><span style="color:#0095e9;background-color:#ffffff;" class="se-fs-fs19 se-ff- se-style-unset " id="SE-6ac934e2-fba3-46b6-8033-9ec73015f354"><b>알렉스넷</b></span><span style="color:#141414;background-color:#ffffff;" class="se-fs-fs19 se-ff- se-weight-unset se-style-unset " id="SE-c9625b72-8262-4d3d-b126-a795958770e0"> </span><span style="color:#141414;background-color:#ffffff;" class="se-fs-fs19 se-ff- se-weight-unset se-style-unset " id="SE-6386cc5f-9cc8-40b6-a8fc-33835b23139b"><sup>AlexNet</sup></span><span style="color:#141414;background-color:#ffffff;" class="se-fs-fs19 se-ff- se-weight-unset se-style-unset " id="SE-62718db0-ea56-4890-ac13-ea3076b31fe3"> 이 우승을 차지한 것입니다. 딥러닝 기반의 모델인 알렉스넷은 </span><span style="color:#0095e9;background-color:#ffffff;" class="se-fs-fs19 se-ff- se-style-unset " id="SE-0527e8ed-bc71-4414-b12a-adb5ed224369"><b>이미지 인식률 84.7%</b></span><span style="color:#141414;background-color:#ffffff;" class="se-fs-fs19 se-ff- se-weight-unset se-style-unset " id="SE-1398d9db-7dca-411b-af37-a8a40a5ff1e2">를 기록했는데, 이는 전년도 우승팀의 오류율 25.8%를 무려 16.4%까지 낮추는 획기적인 것이었죠.</span></p><p class="se-text-paragraph se-text-paragraph-align- " style="line-height:1.9;" id="SE-c18d3c43-af7b-4d28-b11f-511bf2d64be6"><span style="color:#141414;" class="se-fs-fs19 se-ff- se-weight-unset se-style-unset " id="SE-f11f996b-de2f-4ba2-9af3-8afdd8c1c1d1"></span></p> </div> </div> </div> </div> <div class="se-component se-oglink se-l-image" id="SE-9fc58ee9-2833-4c37-ae94-b88a3a859b34"> <div class="se-component-content"> <div class="se-section se-section-oglink se-l-image se-section-align-"> <div class="se-module se-module-oglink"> <a href="https://contents.premium.naver.com/kbd/kabalstory/contents/241022014655919wo" class="se-oglink-thumbnail" target="_blank"> <img src="https://dthumb-phinf.pstatic.net/?src=%22https%3A%2F%2Fscs-phinf.pstatic.net%2FMjAyNDEwMjNfMTcg%2FMDAxNzI5NjQwODMzODcw.IMZPoko0BWYaAgrZVCXEKJWtLPn0BB9joPGHchpnfN4g.DkJftsD6Ty8h4hV4M3P-1bwrx_aOYwsHHyZHI1MCadcg.PNG%2FSE-ab67cc9e-32d9-4b40-9ee8-5e25cfa656f7.png%3Ftype%3Dw800%22&type=ff120" class="se-oglink-thumbnail-resource" alt="" /> </a> <a href="https://contents.premium.naver.com/kbd/kabalstory/contents/241022014655919wo" class="se-oglink-info" target="_blank"> <div class="se-oglink-info-container"> <strong class="se-oglink-title">노벨상을 받은 딥러닝의 선구자들...</strong> <p class="se-oglink-summary">안녕하세요. 까발스 구독자 여러분... '한강' 작가가 노벨 문학상을 수상하며, 우리나라도 고 김대중 대통령의 노벨 평화상에 이어 2 개의 노벨상 수상자를 배출하게 되었습니다. 그러면서 노벨상에 대한 관심이 다시 높아지게 되었는데요... 인공지능 분야에서도 노벨상이 나</p> <p class="se-oglink-url">contents.premium.naver.com</p> </div> </a> </div> </div> </div> <script type="text/data" class="__se_module_data" data-module='{"type":"v2_oglink", "id" :"SE-9fc58ee9-2833-4c37-ae94-b88a3a859b34", "data" : {"link" : "https://contents.premium.naver.com/kbd/kabalstory/contents/241022014655919wo", "isVideo" : "false", "thumbnail" : "https://dthumb-phinf.pstatic.net/?src=%22https%3A%2F%2Fscs-phinf.pstatic.net%2FMjAyNDEwMjNfMTcg%2FMDAxNzI5NjQwODMzODcw.IMZPoko0BWYaAgrZVCXEKJWtLPn0BB9joPGHchpnfN4g.DkJftsD6Ty8h4hV4M3P-1bwrx_aOYwsHHyZHI1MCadcg.PNG%2FSE-ab67cc9e-32d9-4b40-9ee8-5e25cfa656f7.png%3Ftype%3Dw800%22&type=ff120"}}'></script> </div> <div class="se-component se-text se-l-default" id="SE-e5af7b81-0183-4d78-a9ba-f3b260efa16d"> <div class="se-component-content"> <div class="se-section se-section-text se-l-default"> <div class="se-module se-module-text"> <p class="se-text-paragraph se-text-paragraph-align- " style="line-height:1.9;" id="SE-06c72c80-f466-46f9-919b-ec87319d34d9"><span style="color:#141414;" class="se-fs-fs19 se-ff- se-weight-unset se-style-unset " id="SE-66febe67-4762-4f76-9d1a-c6d73326ce30"></span></p><p class="se-text-paragraph se-text-paragraph-align- " style="line-height:1.9;" id="SE-afdd9ff2-4636-41c8-98de-ff40c22b118e"><span style="color:#141414;background-color:#ffffff;" class="se-fs-fs19 se-ff- se-weight-unset se-style-unset " id="SE-a9ffe6c4-c4f6-4932-a004-6fb7eb0f8810">AI 연구의 대세가 된 딥러닝은 2010년대 급속도로 성장하게 되는데, 이러한 성장 배경은 두 가지가 있습니다. </span></p><p class="se-text-paragraph se-text-paragraph-align- " style="line-height:1.9;" id="SE-968a36aa-2c3d-4933-b95e-b2a099ea8809"><span style="color:#141414;" class="se-fs-fs19 se-ff- se-weight-unset se-style-unset " id="SE-f4c8484e-376e-4cae-b3db-dbc9eb43b93c"></span></p><p class="se-text-paragraph se-text-paragraph-align- " style="line-height:1.9;" id="SE-9ee82dc2-7082-4d7b-94e6-a9192c5cc22b"><span style="color:#141414;background-color:#ffffff;" class="se-fs-fs19 se-ff- se-weight-unset se-style-unset " id="SE-59110c62-56af-4f3b-a24b-1ad1873b6c94">첫째, 방대한 학습 데이터를 분석해 특성을 추출하는 딥러닝은 반복적인 계산이 필수인데 병렬 계산 구조에 적합한 </span><span style="color:#0095e9;background-color:#ffffff;" class="se-fs-fs19 se-ff- se-style-unset " id="SE-62f95e45-08a8-4573-8e4f-8d2105b3d94c"><b>GPU</b></span><span style="color:#141414;background-color:#ffffff;" class="se-fs-fs19 se-ff- se-weight-unset se-style-unset " id="SE-15e4bf8d-4d62-4adf-aa9c-1cf73329a46a"> </span><span style="color:#141414;background-color:#ffffff;" class="se-fs-fs19 se-ff- se-weight-unset se-style-unset " id="SE-07048844-5410-4b79-b3c6-8f59dbc01a7d"><sup>Graphics Processing Unit, 그래픽처리장치</sup></span><span style="color:#141414;background-color:#ffffff;" class="se-fs-fs19 se-ff- se-weight-unset se-style-unset " id="SE-c350d056-76b1-4a57-bd24-063612691e0e"> 를 이용하기 시작했다는 것입니다. </span></p><p class="se-text-paragraph se-text-paragraph-align- " style="line-height:1.9;" id="SE-988f5cd3-2336-434a-8f52-f12191dc6b07"><span style="color:#141414;" class="se-fs-fs19 se-ff- se-weight-unset se-style-unset " id="SE-99c4cd58-4130-4d71-ad69-e2ac03aa0b6f"></span></p><p class="se-text-paragraph se-text-paragraph-align- " style="line-height:1.9;" id="SE-f4756e6f-912a-4e68-a910-4d023d0c484c"><span style="color:#141414;background-color:#ffffff;" class="se-fs-fs19 se-ff- se-weight-unset se-style-unset " id="SE-2fea6558-06b0-4bd3-88f6-aca4717a2e85">두 번째는 인공신경망 학습에는 대량의 데이터가 필요한데 1990년대 이후, 인터넷이 보급되고 검색엔진이 발전하며, 가공할 수 있는 데이터의 범위가 기하급수적으로 늘어났죠. 2000년대 이후에는 스마트폰과 IoT, 그리고 빅데이터 개념이 등장하면서 현실 세계에서의 셀 수 없이 많은 데이터가 실시간으로 수집되었던 것입니다. 수집된 많은 데이터를 학습한 딥러닝 알고리즘은 더욱 정교하게 구축되었고, 딥러닝 기술 발전의 큰 기반이 되었습니다.</span></p><p class="se-text-paragraph se-text-paragraph-align- " style="line-height:1.9;" id="SE-d07fedb9-9d96-4cd4-ace0-0ffe325eb91d"><span style="color:#141414;" class="se-fs-fs19 se-ff- se-weight-unset se-style-unset " id="SE-86874115-ccc5-4443-8854-ec4bc250cc49"></span></p> </div> </div> </div> </div> <div class="se-component se-quotation se-l-quotation_line" id="SE-c83983f1-7223-4dd2-965a-76bdc24ae582"> <div class="se-component-content"> <div class="se-section se-section-quotation se-l-quotation_line"> <blockquote class="se-quotation-container"> <div class="se-module se-module-text se-quote"><p class="se-text-paragraph se-text-paragraph-align- " style="" id="SE-750417a0-f261-40e4-9e0a-d15b7b973526"><span style="color:#0078cb;" class="se-fs-fs19 se-ff- se-style-unset " id="SE-802e335b-89df-4b03-9249-4b48a02116eb"><b>데이터와 AI의 상관관계</b></span></p></div> </blockquote> </div> </div> </div> <div class="se-component se-text se-l-default" id="SE-04e5b497-0c03-4c71-ac1c-c46a31e75c50"> <div class="se-component-content"> <div class="se-section se-section-text se-l-default"> <div class="se-module se-module-text"> <p class="se-text-paragraph se-text-paragraph-align- " style="line-height:1.9;" id="SE-2374a82f-7a69-4524-9fc9-cd9b5838684f"><span style="color:#141414;" class="se-fs-fs19 se-ff- se-weight-unset se-style-unset " id="SE-6529fcb2-edd6-48c2-a56a-bcb1f2fe86b3"></span></p><p class="se-text-paragraph se-text-paragraph-align- " style="line-height:1.9;" id="SE-d6d28710-ab3c-4499-8c16-7e43b8d8f4a0"><span style="color:#141414;background-color:#ffffff;" class="se-fs-fs19 se-ff- se-weight-unset se-style-unset " id="SE-85a4b6cc-fccd-41cb-b0c5-9a64a7fd9006">AI 기술은 학습 데이터에 크게 의존합니다. 데이터는 AI 모델의 기초이자 핵심이며, 양질의 데이터를 기반으로 훈련된 AI는 높은 정확성과 신뢰성을 제공합니다. 반대로, 품질이 낮거나 편향된 데이터를 학습한 AI는 예측력이 떨어지거나 불공정한 결과를 초래할 수 있습니다. </span></p><p class="se-text-paragraph se-text-paragraph-align- " style="line-height:1.9;" id="SE-29141e68-35dd-4348-8538-8df56f24c39c"><span style="color:#141414;" class="se-fs-fs19 se-ff- se-weight-unset se-style-unset " id="SE-8a2a0d5f-3d9d-4f67-bbb7-e2d8b91118a4"></span></p><p class="se-text-paragraph se-text-paragraph-align- " style="line-height:1.9;" id="SE-32106ab7-83a3-4c32-beb0-fa37cd18e6bb"><span style="color:#141414;background-color:#ffffff;" class="se-fs-fs19 se-ff- se-weight-unset se-style-unset " id="SE-8891b2b3-55fc-4d43-be48-84a90cc09d2a">"</span><span style="color:#0095e9;background-color:#ffffff;" class="se-fs-fs19 se-ff- se-style-unset " id="SE-79ee2d8b-3e73-4c29-964b-da6cf7007964"><b>Garbage In, Garbage Out</b></span><span style="color:#141414;background-color:#ffffff;" class="se-fs-fs19 se-ff- se-weight-unset se-style-unset " id="SE-4b9fd35a-a738-47d5-946b-2e03c4cc70dc">"이라는 원칙은 AI 개발에서 데이터의 중요성을 간단명료하게 설명합니다. 그만큼 AI 성공의 필수 요소로서 데이터의 중요성과 데이터 품질 관리의 필요성을 표현한 것이죠.</span></p><p class="se-text-paragraph se-text-paragraph-align- " style="line-height:1.9;" id="SE-4aed37f4-dc93-4f1f-9a42-2d078dbba5e6"><span style="color:#141414;" class="se-fs-fs19 se-ff- se-weight-unset se-style-unset " id="SE-162a2358-56c0-46e2-9f70-874334d37c19"></span></p><p class="se-text-paragraph se-text-paragraph-align- " style="line-height:1.9;" id="SE-b9052857-be07-40c1-8193-8466881e57d4"><span style="color:#141414;background-color:#ffffff;" class="se-fs-fs19 se-ff- se-weight-unset se-style-unset " id="SE-a3a1f280-f8fb-44df-8ce4-bc65f29c7986">AI 모델이 최상의 성능을 발휘하기 위해서는 데이터가 정확하고, 일관되며, 완전해야 합니다. 이러한 데이터는 이상치와 오류가 제거되고, 적절히 정제된 상태로 제공되어야 합니다. </span></p><p class="se-text-paragraph se-text-paragraph-align- " style="line-height:1.9;" id="SE-351fef4d-fb8f-4dee-9faf-b7c28f2930a6"><span style="color:#141414;" class="se-fs-fs19 se-ff- se-weight-unset se-style-unset " id="SE-13bacf26-d412-41b7-960c-04cd9f9f777e"></span></p><p class="se-text-paragraph se-text-paragraph-align- " style="line-height:1.9;" id="SE-d4236d8e-f1e1-407d-a6b0-d2293734e7b5"><span style="color:#141414;background-color:#ffffff;" class="se-fs-fs19 se-ff- se-weight-unset se-style-unset " id="SE-35367ed9-cf04-4251-9ce2-570de6b10beb">예를 들어, 의료 AI의 경우 정밀한 진단 데이터를 학습에 활용함으로써 환자의 상태를 정확히 예측할 수 있습니다. 또한, 각 산업 도메인에 특화된 데이터를 사용하는 것은 AI의 실용성과 적합성을 높이는 데 필수적입니다.</span></p> </div> </div> </div> </div> </div> </div> <div class="viewer_bottom_section"> <div class="viewer_paywall"> <div class="viewer_paywall_text"> <strong class="viewer_paywall_title">프리미엄 구독자 전용 콘텐츠입니다.</strong> <p class="viewer_paywall_desc">까뒤집는 발명/특허 이야기 구독으로 더 많은 콘텐츠를 만나보세요!</p> </div> <div class="viewer_paywall_subscribe _PAYWALL_BUTTON" data-is-ticket="true" data-is-product="" data-price="3,500" data-url="/kbd/kabalstory/subscriptions/sps-tck-1000003155?rContentId=241122083334019sr" data-cp-name="kbd" data-sub-id="kabalstory" data-content-id="241122083334019sr" data-ba-scene-id="content" data-ba-classifier="paywall" data-ba-params='{"cp_id":"kbd","channel_id":"kabalstory","contents_id":"241122083334019sr","purchase_type":"ticket"}'> <a href="/kbd/kabalstory/subscriptions/sps-tck-1000003155?rContentId=241122083334019sr" class="viewer_paywall_subscribe_inner" data-clk="chlh_cont.subspay" data-cp-name="kbd" data-sub-id="kabalstory"> <span class="viewer_paywall_subscribe_title">프리미엄 구독</span> <div class="viewer_paywall_subscribe_price_wrap"> <span class="viewer_paywall_subscribe_price"> <em>3,500</em> <span class="viewer_paywall_subscribe_price_text">원/월</span> </span> </div> </a> </div> </div> <div class="viewer_bottom_author"> <ul class="viewer_bottom_author_list"> <li class="viewer_bottom_author_item"> <div class="viewer_bottom_author_inside"> <a href="/kbd/kabalstory/authors/1881332f9fbsdv" class="viewer_bottom_author_link" data-clk="chlh_cont.writer"> <div class="viewer_bottom_author_thumb"> <img data-src="https://scs-phinf.pstatic.net/MjAyMzA3MDFfODgg/MDAxNjg4MjAwOTYyODI1.AlcQmWcT3NcF_z30pBhOBDd1HCG3UI5tbf1VmBAYJGwg.--vGnJEcgoAbZn2J9qzeBI8AhnU177PJY9PJNV8S66Yg.PNG/image%7Cpremium%7Cauthor%7Ckbd_kabalstory%7C2023%7C07%7C01%7C1688200962805.png?type=nfs200_200" class="_LAZY_LOADING" alt="" width="32" height="32" onerror="this.outerHTML='<span class="no_image"></span>'"> </div> <strong class="viewer_bottom_author_name"> <span class="viewer_bottom_author_name_text">까발스</span> </strong> <p class="viewer_bottom_author_desc"> 공학박사, 발명가, 상품/사업기획자, 요즘 뜨는 기술들을 까뒤집어 드립니다. </p> </a> </div> </li> </ul> </div> <div class="viewer_bottom_info"> <div class="viewer_tag"> <ul class="viewer_tag_list"> <li class="viewer_tag_item"> <a href="/kbd/kabalstory/contents?tag=%EB%B9%85%EB%8D%B0%EC%9D%B4%ED%84%B0" class="viewer_tag_link" data-clk="chlh_cont.tag">#빅데이터</a> </li> <li class="viewer_tag_item"> <a href="/kbd/kabalstory/contents?tag=%EC%9D%B8%EA%B3%B5%EC%A7%80%EB%8A%A5" class="viewer_tag_link" data-clk="chlh_cont.tag">#인공지능</a> </li> <li class="viewer_tag_item"> <a href="/kbd/kabalstory/contents?tag=AI" class="viewer_tag_link" data-clk="chlh_cont.tag">#AI</a> </li> <li class="viewer_tag_item"> <a href="/kbd/kabalstory/contents?tag=%ED%95%99%EC%8A%B5%EB%8D%B0%EC%9D%B4%ED%84%B0%EC%88%98%EC%A7%91" class="viewer_tag_link" data-clk="chlh_cont.tag">#학습데이터수집</a> </li> <li class="viewer_tag_item"> <a href="/kbd/kabalstory/contents?tag=%EC%83%9D%EC%84%B1%ED%98%95AI" class="viewer_tag_link" data-clk="chlh_cont.tag">#생성형AI</a> </li> <li class="viewer_tag_item"> <a href="/kbd/kabalstory/contents?tag=%EC%83%9D%EC%84%B1%ED%98%95%EB%B9%85%EB%8D%B0%EC%9D%B4%ED%84%B0" class="viewer_tag_link" data-clk="chlh_cont.tag">#생성형빅데이터</a> </li> </ul> </div> <div class="viewer_bottom_count_wrap"> <div class="viewer_bottom_count"> <div id="likeItCountViewDiv" class="u_likeit_list_module _reactionModule" data-sid="SCS" data-cid="p_kbd_kabalstory_241122083334019sr"> <a href="#" class="u_likeit_list_btn _button" data-type="like" aria-pressed="false" data-isHiddenZeroCount="true"> <span class="u_ico _icon"></span> <em class="u_txt _label">좋아요</em> <em class="u_cnt _count"></em> </a> </div> <span class="comment_count_wrap _COMMENT_COUNT_WRAP"> <span class="blind">댓글</span> <a href="/kbd/kabalstory/comment/241122083334019sr" class="comment_count _COMMENT_COUNT" data-zero-hidden="true" data-clk="chlh_cont.mentall"></a> </span> </div> <div id="spiLayer" class="viewer_bottom_share"> <a href="#" class="naver-splugin spi_sns_share" data-clk="chlh_cont.share" data-style="one-button" data-url="https://contents.premium.naver.com/kbd/kabalstory/contents/241122083334019sr" data-title="최고의 AI를 위해서는 최고의 데이터가 필요하다" data-likeserviceid="SCS" data-likecontentsid="p_kbd_kabalstory_241122083334019sr" data-mail-url="https://contents.premium.naver.com/kbd/kabalstory/contents/241122083334019sr?lfrom=mail" data-blog-url="https://contents.premium.naver.com/kbd/kabalstory/contents/241122083334019sr?lfrom=blog" data-blog-blog-id="naver" data-cafe-url="https://contents.premium.naver.com/kbd/kabalstory/contents/241122083334019sr?lfrom=cafe" data-memo-url="https://contents.premium.naver.com/kbd/kabalstory/contents/241122083334019sr?lfrom=memo" data-calendar-url="https://contents.premium.naver.com/kbd/kabalstory/contents/241122083334019sr?lfrom=calendar" data-band-url="https://contents.premium.naver.com/kbd/kabalstory/contents/241122083334019sr?lfrom=band" data-line-url="https://contents.premium.naver.com/kbd/kabalstory/contents/241122083334019sr?lfrom=line" data-kakaotalk-url="https://contents.premium.naver.com/kbd/kabalstory/contents/241122083334019sr?lfrom=kakao" data-kakaostory-display="off" data-kakaotalk-image-url="https://scs-phinf.pstatic.net/MjAyNDExMjJfODMg/MDAxNzMyMjA3NTUxNTIy.r1AefsWpjfKI8Fp32dwScMXuGZpk2g0eCokVne-N88Yg.Y0FtypiuFY-L2oGcRn7MGAOkwBBIzepOE9t7d9ELCzEg.PNG/SE-83247f83-8bf2-40ab-8d5d-464a2da7c7c9.png?type=nfs300_200" data-facebook-url="https://contents.premium.naver.com/kbd/kabalstory/contents/241122083334019sr?lfrom=facebook" data-twitter-url="https://contents.premium.naver.com/kbd/kabalstory/contents/241122083334019sr?lfrom=twitter" data-mypeople-url="https://contents.premium.naver.com/kbd/kabalstory/contents/241122083334019sr?lfrom=mypeople" data-friend-url="https://contents.premium.naver.com/kbd/kabalstory/contents/241122083334019sr?lfrom=friend" data-button="postbtn"> <span class="blind">공유하기</span> </a> </div> </div> </div> </div> </div> <script> window.__htExternalUrl = window.__htExternalUrl || {}; window.__htExternalUrl["like"] = "https://static-like.pstatic.net/js/reaction/dist/reaction.min.js"; window.__htLikeOption = { type: "basic", cssId: "scs", domain: "https://news.like.naver.com", staticDomain: "https://static-like.pstatic.net", isMobile: true, isHiddenLabel: false, isHiddenCount: false, isHiddenZeroCount: false, isUsedLabelAsZeroCount: false, isDebugMode: false, isDuplication: false, isHiddenLayerAfterSelection: true, clicklog: function(el, name) { nclkWrap.send({ $this: $(el), sArea: name }); } }; </script> <script> window.__htExternalUrl = window.__htExternalUrl || {}; window.__htExternalUrl["share"] = "https://ssl.pstatic.net/spi/js/release/ko_KR/splugin.m.js"; window.__htShareOption = { "scriptUrl": "https://ssl.pstatic.net/spi/js/release/ko_KR/splugin.m.js", "evKey": "scs", "dimmed": "fixed", "serviceName": "프리미엄콘텐츠", "sourceName": "까뒤집는 발명/특허 이야기" }; </script> <div id="_MP_LAYER_LOGIN" class="bottom_layer as_logout" style="display:none;"> <div class="bottom_layer_wrap"> <div class="bottom_layer_link"> <strong>까뒤집는 발명/특허 이야기</strong> <div class="bottom_layer_desc_wrap"> <div class="bottom_layer_desc"> 채널에서 무료 제공하는 콘텐츠가 있습니다. <br> 지금 로그인하면 무료로 볼 수 있습니다. </div> <div class="bottom_layer_desc_linkwrap"> <a href="#" class="bottom_layer_desc_link _LOGIN" data-clk="chlh_cont.lay3login"> 로그인 </a> </div> </div> </div> <button type="button" class="bottom_layer_close _CLOSE" data-target="_MP_LAYER_LOGIN" data-clk="chlh_cont.lay3close"><span class="blind">닫기</span></button> </div> </div> <div id="_SUBSCRIPTION_PROMOTION_LAYER" class="bottom_layer as_subscribe" style="display:none;"> <div class="bottom_layer_wrap"> <a href="#" class="bottom_layer_link _SUBSCRIPTION_PROMOTION_LAYER_URL _BA_CLICK" data-clk="chlh_cont.splsub" data-ba-classifier="subscription_prompt_banner" data-ba-scene-id="content" data-ba-params='{"cp_id":"kbd","channel_id":"kabalstory","contents_id":"241122083334019sr","category_id":"003010"}'> <strong>까뒤집는 발명/특허 이야기</strong> <div class="bottom_layer_desc"> 이 채널의 콘텐츠가 마음에 드셨나요?<br> 채널을 구독하고 창작자의 콘텐츠를 응원해 주세요! </div> </a> <div class="bottom_layer_info_wrap"> <p class="bottom_layer_read _SUBSCRIPTION_PROMOTION_LAYER_PRICE"></p> <p class="bottom_layer_free"> <em>IT테크/과학</em> 평균 주<em>2</em>회 신규 업데이트 </p> </div> <button id="_SUBSCRIPTION_PROMOTION_LAYER_CLOSE" type="button" class="bottom_layer_close _CLOSE" data-target="_SUBSCRIPTION_PROMOTION_LAYER" data-clk="chlh_cont.splclose"><span class="blind">닫기</span></button> </div> </div> <script> window.__htExternalUrl = window.__htExternalUrl || {}; window.__htExternalUrl["comment"] = "https://ssl.pstatic.net/static.cbox/js/cbox.core.js"; window.__htCboxOption = {"sDomain":"https://ssl.pstatic.net/static.cbox","sApiDomain":"https://apis.naver.com/commentBox/cbox10","sTicket":"scs","sTemplateId":"","sObjectId":"p_kbd_kabalstory_241122083334019sr","sLikeItId":"p_kbd_kabalstory_241122083334019sr","sGroupId":"p_kbd_kabalstory","sCssId":"scs_w","sManagerCssId":"manager_scs_w","sAuthType":"naver","sLanguage":"ko","sPageType":"more","nPageSize":2,"nReplyPageSize":20,"aFormation":["count","graph","write","notice","list","view"],"bMobile":true,"sHelp":"","bUseAgo":true,"bSortCookie":true,"sCountType":"total","sDateFormat":"Y.m.d.","htMessage":{"template":{"blind":"본 댓글은 정보통신망법에 따라 당사자 요청으로 게시중단되었습니다.","write_placeholder":"댓글을 입력해주세요.","write_reply_placeholder":"댓글을 입력해주세요.","_write_placeholder_purchaser":"해당 채널은 구매자에게만 댓글쓰기를 허용하고 있습니다.","write_long_placeholder":"저작권 등 다른 사람의 권리를 침해하거나 명예를 훼손하는 댓글, 욕설 또는 특정 계층/민족, 종교 등을 비하하는 댓글, 주제와 무관한 댓글은 콘텐츠 창작자, 채널 운영자, 네이버에 의해 삭제될 수 있고, 그러한 댓글을 작성한 사용자는 네이버 서비스 이용에 있어 제재를 받을 수 있습니다.","editor":"운영자","pick_limit_layer":{"manager":{"title":"운영자 댓글 {0}은 최대 {1}개까지 가능합니다.","contents":"해당 댓글을 {0}하시려면 다른 운영자 댓글 {0}을 해제해주세요.<br>운영자 댓글과 별개로 사용자 댓글도 추가로 PICK 할 수 있습니다.","ok":"확인"},"user":{"title":"사용자 댓글 {0}은 최대 {1}개까지 가능합니다.","contents":"해당 댓글을 {0}하시려면 다른 사용자 댓글 {0}을 해제해주세요.<br>사용자 댓글과 별개로 운영자 댓글도 추가로 PICK 할 수 있습니다.","ok":"확인"}},"pick_delete_layer":{"manager":{"title":"댓글을 삭제 시 {0}이 해제됩니다.","contents":"댓글을 삭제하시겠습니까?"},"user":{"title":"댓글을 삭제 시 {0}이 해제됩니다.","contents":"댓글을 삭제하시겠습니까?"}}}},"htErrorHandler":{"3003":"고객님께서는 운영원칙에서 제한하고 있는 댓글을 작성하셨기 때문에 댓글쓰기를 포함한 일부 활동이 일정 기간 제한되었습니다.","3004":"고객님께서는 운영원칙에서 제한하고 있는 댓글을 다수 작성하셨기 때문에 댓글쓰기를 포함한 일부 활동이 일정 기간 제한되었습니다.","3006":"고객님께서는 운영원칙에서 제한하고 있는 댓글을 작성하셨기 때문에 무기한 댓글쓰기를 포함한 일부 활동이 제한되었습니다.","3300":"정상적으로 반영되지 않았습니다.","4004":"해당되는 댓글이 없습니다.","5003":"정상적으로 반영되지 않았습니다. 화면 새로고침 후 다시 시도해 주세요.","5006":"자신의 댓글은 공감할 수 없습니다.","5009":"댓글/답글은 1분 내 10개까지만 등록하실 수 있습니다.","5029":"콘텐츠당 허용된 댓글 수 10개를 초과하였습니다."}}; window.__htCboxOption["bLogin"] = isLogin; window.__htCboxOption["bMobile"] = false; window.__htCboxOption["vViewAllHandler"] = function() { // 댓글보기 링크 window.location.href = "/kbd/kabalstory/comment/241122083334019sr"; }; </script> <div class="comment_u_cbox_wrap"> <div id="cbox_module" class="_COMMENT _COMMENT_HIDE" data-write-auth="ALL" data-user-activity-restricted="false"></div> </div> <div class="viewer_more_content_wrap is_hidden _TEMPLATE" data-template-id="SCS_PREMIUM_CONTENT_NEXT_PROMOTION" data-grid-template-column-aside="true"> <div class="viewer_more_content_title"> <h3 class="viewer_more_content_title_h"> <a href="/kbd/kabalstory/contents?type=promotion" class="viewer_more_content_title_link" data-clk="chlh_cont.fcontmore">무료 콘텐츠 모아보기</a> </h3> </div> <ul class="viewer_more_list"> <li class="viewer_more_item"> <a href="/kbd/kabalstory/contents/241118012004674yc" class="viewer_more_link" data-clk="chlh_cont.fcont" data-score="" data-recommended-type="" data-ba-classifier="suggested_premium" data-ba-scene-id="content" data-ba-params='{"cp_id":"","channel_id":"","contents_id":"241118012004674yc","category_id":"","referer_contents_id":"241122083334019sr","recommend_type":""}'> <div class="viewer_more_thumb_wrap"> <div class="viewer_more_thumb"> <img data-src="https://scs-phinf.pstatic.net/MjAyNDExMThfMTAw/MDAxNzMxODYwMzYzNzAx.W4E7vXpYPVNFwUAjDWuvLEwYR5gGzAAqZ2cdfvBP8yUg.nqJ2v-4GCfnGnDjCnWshGFDmSdZW_HLR7fhX-GMOfHYg.PNG/SE-8a0b7741-aea5-44b6-9816-0bb61beb70cc.png?type=nfs324_216" class="_LAZY_LOADING" alt="" onerror="this.outerHTML='<span class="no_image"></span>'"> </div> </div> <div class="viewer_more_text"> <strong class="viewer_more_title">비지니스 데이터 분석에 AI를 활용하는 방법</strong> <div class="viewer_more_info"> <div class="viewer_more_info_text">2024.11.18.</div> </div> </div> </a> </li> <li class="viewer_more_item"> <a href="/kbd/kabalstory/contents/241017084648230mo" class="viewer_more_link" data-clk="chlh_cont.fcont" data-score="" data-recommended-type="" data-ba-classifier="suggested_premium" data-ba-scene-id="content" data-ba-params='{"cp_id":"","channel_id":"","contents_id":"241017084648230mo","category_id":"","referer_contents_id":"241122083334019sr","recommend_type":""}'> <div class="viewer_more_thumb_wrap"> <div class="viewer_more_thumb"> <img data-src="https://scs-phinf.pstatic.net/MjAyNDEwMTdfMjk2/MDAxNzI5MTIyNTEzMDQ2.RivJf0uU0mH4wIC2Y2jfWK2iPnTR3S-HTmUhMJG0co8g.OLNaMksnVIwFDt58O1viZYyM4elHDkXSLbvC-44gSSQg.PNG/SE-42cc158c-963e-474f-8da5-b3281ad19a10.png?type=nfs324_216" class="_LAZY_LOADING" alt="" onerror="this.outerHTML='<span class="no_image"></span>'"> </div> </div> <div class="viewer_more_text"> <strong class="viewer_more_title">AI도 실수할까?... 정보의 허상</strong> <div class="viewer_more_info"> <div class="viewer_more_info_text">2024.10.18.</div> </div> </div> </a> </li> </ul> <a href="/ch/contents?type=promotion" class="viewer_more_content_link" data-clk="chlh_cont.fcontall">다른 채널의 무료 콘텐츠 더보기</a> </div> <div class="viewer_related_category is_hidden _TEMPLATE" data-template-id="SCS_PREMIUM_CONTENT_CATEGORY" data-grid-template-column-aside="true"> <div class="viewer_related_category_title"> <a href="/kbd/kabalstory/contents?categoryId=18df8ae4a73000hkk" class="viewer_related_category_link" data-clk="chlh_cont.ctgrall"><em>정보 이모저모</em><span class="viewer_related_category_text">카테고리</span></a> </div> <ul class="viewer_related_category_list"> <li class="viewer_related_item _LAZY_LOADING_WRAP"> <div class="viewer_related_thumb _LAZY_LOADING_ERROR_HIDE"> <a href="/kbd/kabalstory/contents/241129085629044go" class="viewer_related_thumb_link _BA_CLICK" data-clk="chlh_cont.ctgrother" data-ba-classifier="same_category_content" data-ba-scene-id="content" data-ba-params='{"cp_id":"kbd","channel_id":"kabalstory","contents_id":"241129085629044go","category_id":"003010","content_category_id":"18df8ae4a73000hkk","referer_contents_id":"241122083334019sr"}'> <img data-src="https://scs-phinf.pstatic.net/MjAyNDExMjlfNTQg/MDAxNzMyODM4MzQ4Mzc1.uyyGZCmZvhzFvudCPEpnuEf57cN8gNz8-Tjap-vPhq8g.ZwJq5ReJ4VNr4f9Xi4Os8bJ9fpTMxbgXziQJGQMkMawg.PNG/SE-db9beb15-714b-453f-824d-e2f5e5f4ae28.png?type=nfs260_260" class="_LAZY_LOADING _LAZY_LOADING_INIT_HIDE" alt="Copilot의 부상... MS Ignite 2024 요약" width="94" height="94" style="display:none;"> </a> </div> <div class="viewer_related_text"> <a href="/kbd/kabalstory/contents/241129085629044go" class="viewer_related_title_link _BA_CLICK" data-clk="chlh_cont.ctgrother" data-ba-classifier="same_category_content" data-ba-scene-id="content" data-ba-params='{"cp_id":"kbd","channel_id":"kabalstory","contents_id":"241129085629044go","category_id":"003010","content_category_id":"18df8ae4a73000hkk","referer_contents_id":"241122083334019sr"}'> <strong class="viewer_related_title">Copilot의 부상... MS Ignite 2024 요약</strong> </a> <div class="viewer_related_info_wrap"> <div class="viewer_related_info"> <span class="viewer_related_date">2024.11.30.</span> </div> <div class="viewer_related_count"> <div class="u_likeit_list_module _reactionModule" data-sid="SCS" data-cid="p_kbd_kabalstory_241129085629044go"> <a href="#" class="u_likeit_list_btn _button" data-type="like" aria-pressed="false" data-ishiddenlabel="false" data-isHiddenZeroCount="true"> <span class="u_ico _icon"></span> <em class="u_txt _label">좋아요</em> <em class="u_cnt _count"></em> </a> </div> <span class="viewer_related_comment"> <span class="blind">댓글</span> <a href="/kbd/kabalstory/comment/241129085629044go" class="viewer_related_comment_count _COMMENT_COUNT_LIST" data-ticket="scs" data-object-id="p_kbd_kabalstory_241129085629044go" data-zero-allow="false"></a> </span> </div> </div> </div> </li> <li class="viewer_related_item _LAZY_LOADING_WRAP" aria-current="page"> <div class="viewer_related_thumb _LAZY_LOADING_ERROR_HIDE"> <a href="/kbd/kabalstory/contents/241122083334019sr" class="viewer_related_thumb_link _BA_CLICK" data-clk="chlh_cont.ctgrother" data-ba-classifier="same_category_content" data-ba-scene-id="content" data-ba-params='{"cp_id":"kbd","channel_id":"kabalstory","contents_id":"241122083334019sr","category_id":"003010","content_category_id":"18df8ae4a73000hkk","referer_contents_id":"241122083334019sr"}'> <img data-src="https://scs-phinf.pstatic.net/MjAyNDExMjJfODMg/MDAxNzMyMjA3NTUxNTIy.r1AefsWpjfKI8Fp32dwScMXuGZpk2g0eCokVne-N88Yg.Y0FtypiuFY-L2oGcRn7MGAOkwBBIzepOE9t7d9ELCzEg.PNG/SE-83247f83-8bf2-40ab-8d5d-464a2da7c7c9.png?type=nfs260_260" class="_LAZY_LOADING _LAZY_LOADING_INIT_HIDE" alt="최고의 AI를 위해서는 최고의 데이터가 필요하다" width="94" height="94" style="display:none;"> <i class="viewer_related_thumb_badge">PICK</i> </a> </div> <div class="viewer_related_text"> <a href="/kbd/kabalstory/contents/241122083334019sr" class="viewer_related_title_link _BA_CLICK" data-clk="chlh_cont.ctgrother" data-ba-classifier="same_category_content" data-ba-scene-id="content" data-ba-params='{"cp_id":"kbd","channel_id":"kabalstory","contents_id":"241122083334019sr","category_id":"003010","content_category_id":"18df8ae4a73000hkk","referer_contents_id":"241122083334019sr"}'> <strong class="viewer_related_title">최고의 AI를 위해서는 최고의 데이터가 필요하다</strong> </a> <div class="viewer_related_info_wrap"> <div class="viewer_related_info"> <span class="viewer_related_date">2024.11.22.</span> </div> <div class="viewer_related_count"> <div class="u_likeit_list_module _reactionModule" data-sid="SCS" data-cid="p_kbd_kabalstory_241122083334019sr"> <a href="#" class="u_likeit_list_btn _button" data-type="like" aria-pressed="false" data-ishiddenlabel="false" data-isHiddenZeroCount="true"> <span class="u_ico _icon"></span> <em class="u_txt _label">좋아요</em> <em class="u_cnt _count"></em> </a> </div> <span class="viewer_related_comment"> <span class="blind">댓글</span> <a href="/kbd/kabalstory/comment/241122083334019sr" class="viewer_related_comment_count _COMMENT_COUNT_LIST" data-ticket="scs" data-object-id="p_kbd_kabalstory_241122083334019sr" data-zero-allow="false"></a> </span> </div> </div> </div> </li> <li class="viewer_related_item _LAZY_LOADING_WRAP"> <div class="viewer_related_thumb _LAZY_LOADING_ERROR_HIDE"> <a href="/kbd/kabalstory/contents/241027233008246of" class="viewer_related_thumb_link _BA_CLICK" data-clk="chlh_cont.ctgrother" data-ba-classifier="same_category_content" data-ba-scene-id="content" data-ba-params='{"cp_id":"kbd","channel_id":"kabalstory","contents_id":"241027233008246of","category_id":"003010","content_category_id":"18df8ae4a73000hkk","referer_contents_id":"241122083334019sr"}'> <img data-src="https://scs-phinf.pstatic.net/MjAyNDEwMjdfMzAw/MDAxNzMwMDM5Njg1NjI1.VJ43SVSEfOGaZ6YB1FZgcYMbhP1xUl860l5o6qjAiQsg.8fEB8YsOvqyf_NPoSG6k7ToUkLiMECJrompPF9kV7LYg.PNG/SE-c157abe5-f11f-4fa9-a299-574569aeda07.png?type=nfs260_260" class="_LAZY_LOADING _LAZY_LOADING_INIT_HIDE" alt="알파고가 사라졌다.... 어디로 간 것일까?" width="94" height="94" style="display:none;"> </a> </div> <div class="viewer_related_text"> <a href="/kbd/kabalstory/contents/241027233008246of" class="viewer_related_title_link _BA_CLICK" data-clk="chlh_cont.ctgrother" data-ba-classifier="same_category_content" data-ba-scene-id="content" data-ba-params='{"cp_id":"kbd","channel_id":"kabalstory","contents_id":"241027233008246of","category_id":"003010","content_category_id":"18df8ae4a73000hkk","referer_contents_id":"241122083334019sr"}'> <strong class="viewer_related_title">알파고가 사라졌다.... 어디로 간 것일까?</strong> </a> <div class="viewer_related_info_wrap"> <div class="viewer_related_info"> <span class="viewer_related_date">2024.10.30.</span> </div> <div class="viewer_related_count"> <div class="u_likeit_list_module _reactionModule" data-sid="SCS" data-cid="p_kbd_kabalstory_241027233008246of"> <a href="#" class="u_likeit_list_btn _button" data-type="like" aria-pressed="false" data-ishiddenlabel="false" data-isHiddenZeroCount="true"> <span class="u_ico _icon"></span> <em class="u_txt _label">좋아요</em> <em class="u_cnt _count"></em> </a> </div> <span class="viewer_related_comment"> <span class="blind">댓글</span> <a href="/kbd/kabalstory/comment/241027233008246of" class="viewer_related_comment_count _COMMENT_COUNT_LIST" data-ticket="scs" data-object-id="p_kbd_kabalstory_241027233008246of" data-zero-allow="false"></a> </span> </div> </div> </div> </li> <li class="viewer_related_item _LAZY_LOADING_WRAP"> <div class="viewer_related_thumb _LAZY_LOADING_ERROR_HIDE"> <a href="/kbd/kabalstory/contents/241022014655919wo" class="viewer_related_thumb_link _BA_CLICK" data-clk="chlh_cont.ctgrother" data-ba-classifier="same_category_content" data-ba-scene-id="content" data-ba-params='{"cp_id":"kbd","channel_id":"kabalstory","contents_id":"241022014655919wo","category_id":"003010","content_category_id":"18df8ae4a73000hkk","referer_contents_id":"241122083334019sr"}'> <img data-src="https://scs-phinf.pstatic.net/MjAyNDEwMjNfMTcg/MDAxNzI5NjQwODMzODcw.IMZPoko0BWYaAgrZVCXEKJWtLPn0BB9joPGHchpnfN4g.DkJftsD6Ty8h4hV4M3P-1bwrx_aOYwsHHyZHI1MCadcg.PNG/SE-ab67cc9e-32d9-4b40-9ee8-5e25cfa656f7.png?type=nfs260_260" class="_LAZY_LOADING _LAZY_LOADING_INIT_HIDE" alt="노벨상을 받은 딥러닝의 선구자들..." width="94" height="94" style="display:none;"> </a> </div> <div class="viewer_related_text"> <a href="/kbd/kabalstory/contents/241022014655919wo" class="viewer_related_title_link _BA_CLICK" data-clk="chlh_cont.ctgrother" data-ba-classifier="same_category_content" data-ba-scene-id="content" data-ba-params='{"cp_id":"kbd","channel_id":"kabalstory","contents_id":"241022014655919wo","category_id":"003010","content_category_id":"18df8ae4a73000hkk","referer_contents_id":"241122083334019sr"}'> <strong class="viewer_related_title">노벨상을 받은 딥러닝의 선구자들...</strong> </a> <div class="viewer_related_info_wrap"> <div class="viewer_related_info"> <span class="viewer_related_date">2024.10.28.</span> </div> <div class="viewer_related_count"> <div class="u_likeit_list_module _reactionModule" data-sid="SCS" data-cid="p_kbd_kabalstory_241022014655919wo"> <a href="#" class="u_likeit_list_btn _button" data-type="like" aria-pressed="false" data-ishiddenlabel="false" data-isHiddenZeroCount="true"> <span class="u_ico _icon"></span> <em class="u_txt _label">좋아요</em> <em class="u_cnt _count"></em> </a> </div> <span class="viewer_related_comment"> <span class="blind">댓글</span> <a href="/kbd/kabalstory/comment/241022014655919wo" class="viewer_related_comment_count _COMMENT_COUNT_LIST" data-ticket="scs" data-object-id="p_kbd_kabalstory_241022014655919wo" data-zero-allow="false"></a> </span> </div> </div> </div> </li> <li class="viewer_related_item _LAZY_LOADING_WRAP"> <div class="viewer_related_thumb _LAZY_LOADING_ERROR_HIDE"> <a href="/kbd/kabalstory/contents/241014020506849vr" class="viewer_related_thumb_link _BA_CLICK" data-clk="chlh_cont.ctgrother" data-ba-classifier="same_category_content" data-ba-scene-id="content" data-ba-params='{"cp_id":"kbd","channel_id":"kabalstory","contents_id":"241014020506849vr","category_id":"003010","content_category_id":"18df8ae4a73000hkk","referer_contents_id":"241122083334019sr"}'> <img data-src="https://scs-phinf.pstatic.net/MjAyNDEwMTRfMTY3/MDAxNzI4ODM5NjM2OTkx.PHHgJ8oj_UBn2r7XiLJRqbuq756G3YBV_L_p41Di7Gsg.XFpv8u48V7AEgIAkC7-L9pJ--8R7gJF8LUYAJCeAV3Ug.PNG/image.png?type=nfs260_260" class="_LAZY_LOADING _LAZY_LOADING_INIT_HIDE" alt="데이터로 만들어지는 맞춤형 세상: AI와 개인화 기술의 진화" width="94" height="94" style="display:none;"> </a> </div> <div class="viewer_related_text"> <a href="/kbd/kabalstory/contents/241014020506849vr" class="viewer_related_title_link _BA_CLICK" data-clk="chlh_cont.ctgrother" data-ba-classifier="same_category_content" data-ba-scene-id="content" data-ba-params='{"cp_id":"kbd","channel_id":"kabalstory","contents_id":"241014020506849vr","category_id":"003010","content_category_id":"18df8ae4a73000hkk","referer_contents_id":"241122083334019sr"}'> <strong class="viewer_related_title">데이터로 만들어지는 맞춤형 세상: AI와 개인화 기술의 진화</strong> </a> <div class="viewer_related_info_wrap"> <div class="viewer_related_info"> <span class="viewer_related_date">2024.10.23.</span> </div> <div class="viewer_related_count"> <div class="u_likeit_list_module _reactionModule" data-sid="SCS" data-cid="p_kbd_kabalstory_241014020506849vr"> <a href="#" class="u_likeit_list_btn _button" data-type="like" aria-pressed="false" data-ishiddenlabel="false" data-isHiddenZeroCount="true"> <span class="u_ico _icon"></span> <em class="u_txt _label">좋아요</em> <em class="u_cnt _count"></em> </a> </div> <span class="viewer_related_comment"> <span class="blind">댓글</span> <a href="/kbd/kabalstory/comment/241014020506849vr" class="viewer_related_comment_count _COMMENT_COUNT_LIST" data-ticket="scs" data-object-id="p_kbd_kabalstory_241014020506849vr" data-zero-allow="false"></a> </span> </div> </div> </div> </li> </ul> </div> <div class="viewer_more_content_wrap is_hidden _TEMPLATE" data-template-id="SCS_PREMIUM_CONTENT_NEXT_PREMIUM" data-grid-template-column-aside="true"> <div class="viewer_more_content_title"> <h3 class="viewer_more_content_title_h"> 함께 볼만한 프리미엄 </h3> </div> <ul class="viewer_more_list"> <li class="viewer_more_item"> <a href="https://contents.premium.naver.com/kbd/kabalstory/contents/241201093736019gj?from=news_arp_in_cp" class="viewer_more_link _BA_CLICK" data-clk="chlh_cont.rcont" data-score="0.6191003938881988" data-recommended-type="IN_CP" data-ba-classifier="suggested_premium" data-ba-scene-id="content" data-ba-params='{"cp_id":"kbd","channel_id":"kabalstory","contents_id":"241201093736019gj","category_id":"003010","referer_contents_id":"241122083334019sr","recommend_type":"in_cp"}'> <div class="viewer_more_thumb_wrap"> <div class="viewer_more_thumb"> <img data-src="https://scs-phinf.pstatic.net/MjAyNDEyMDJfODMg/MDAxNzMzMDY1ODA0Nzk5.tQ7F0Ipdgmt-IQG3wbyAs8w7OcAPDpRro6DCt3rqgT4g.YSZyjSpf7iuHfkQp_AV6HDhR4wpRPY-DM3rxe-KS25Mg.PNG/SE-3f392987-54b4-4713-a7f7-00a0b81da56c.png?type=nfs324_216" class="_LAZY_LOADING" alt="" onerror="this.outerHTML='<span class="no_image"></span>'"> </div> </div> <div class="viewer_more_text"> <strong class="viewer_more_title">로봇 철학... 로봇 3원칙의 생활화</strong> <div class="viewer_more_info"> <div class="viewer_more_info_text">까뒤집는 발명/특허 이야기</div> </div> </div> </a> </li> <li class="viewer_more_item"> <a href="https://contents.premium.naver.com/itooza/snowball/contents/241129184506348ge?from=news_arp_global" class="viewer_more_link _BA_CLICK" data-clk="chlh_cont.rcont" data-score="0.9176494251142063" data-recommended-type="GLOBAL" data-ba-classifier="suggested_premium" data-ba-scene-id="content" data-ba-params='{"cp_id":"itooza","channel_id":"snowball","contents_id":"241129184506348ge","category_id":"001010","referer_contents_id":"241122083334019sr","recommend_type":"global"}'> <div class="viewer_more_thumb_wrap"> <div class="viewer_more_thumb"> <img data-src="https://scs-phinf.pstatic.net/MjAyNDEyMDJfMTY2/MDAxNzMzMTAxNjMxNjk3.IXx1SjxPm-k06RhFP_gGCZxgtqA_fU54WUWsDT3HBK0g.7Hrj9sM92s-9O57xKVwB2tFIaC5didIPxlXUXn7JhKMg.JPEG/image%7Cpremium%7Cthumbnail%7Citooza_snowball%7C2024%7C12%7C02%7C1733101631660.jpg?type=nfs324_216" class="_LAZY_LOADING" alt="" onerror="this.outerHTML='<span class="no_image"></span>'"> </div> </div> <div class="viewer_more_text"> <strong class="viewer_more_title">[유망주] TKG휴켐스, 고배당 매력 부각</strong> <div class="viewer_more_info"> <div class="viewer_more_info_text">아이투자의 스노볼</div> </div> </div> </a> </li> <li class="viewer_more_item"> <a href="https://contents.premium.naver.com/efocus/efocusnews/contents/241129212152083rm?from=news_arp_global" class="viewer_more_link _BA_CLICK" data-clk="chlh_cont.rcont" data-score="0.7774540323116924" data-recommended-type="GLOBAL" data-ba-classifier="suggested_premium" data-ba-scene-id="content" data-ba-params='{"cp_id":"efocus","channel_id":"efocusnews","contents_id":"241129212152083rm","category_id":"003010","referer_contents_id":"241122083334019sr","recommend_type":"global"}'> <div class="viewer_more_thumb_wrap"> <div class="viewer_more_thumb"> <img data-src="https://scs-phinf.pstatic.net/MjAyNDExMjlfMTQ2/MDAxNzMyODgyODcyODE2.0N8MwlIpCSvYsdxDC3wokCuGPqQ1xJBwY60pTR1YrBog.WJzE78Js9n2owEE4gn4L9tKZk9E55phfKlouqpCJ4-kg.JPEG/image%7Cpremium%7Cthumbnail%7Cefocus_efocusnews%7C2024%7C11%7C29%7C1732882872728.jpg?type=nfs324_216" class="_LAZY_LOADING" alt="" onerror="this.outerHTML='<span class="no_image"></span>'"> </div> </div> <div class="viewer_more_text"> <strong class="viewer_more_title">리눅스 첫 UEFI 부트킷 발견…보안 위협 신호탄 될까?</strong> <div class="viewer_more_info"> <div class="viewer_more_info_text">이포커스</div> </div> </div> </a> </li> <li class="viewer_more_item"> <a href="https://contents.premium.naver.com/textwithme/koreantoeic/contents/241129153556338zr?from=news_arp_global" class="viewer_more_link _BA_CLICK" data-clk="chlh_cont.rcont" data-score="0.8081852698956374" data-recommended-type="GLOBAL" data-ba-classifier="suggested_premium" data-ba-scene-id="content" data-ba-params='{"cp_id":"textwithme","channel_id":"koreantoeic","contents_id":"241129153556338zr","category_id":"004010","referer_contents_id":"241122083334019sr","recommend_type":"global"}'> <div class="viewer_more_thumb_wrap"> <div class="viewer_more_thumb"> <img data-src="https://scs-phinf.pstatic.net/MjAyNDExMjlfMjQw/MDAxNzMyODYxODA1NTIx.p82KjucXmMnotEOZTE350i6tncM_iKqVzAsRJ5z1odAg.boq3pUdIJMI8MwC77MySv7reVGycHooqkc-mDhVxlTMg.PNG/n86.png?type=nfs324_216" class="_LAZY_LOADING" alt="" onerror="this.outerHTML='<span class="no_image"></span>'"> </div> </div> <div class="viewer_more_text"> <strong class="viewer_more_title">어른들의 국어독해 5개</strong> <div class="viewer_more_info"> <div class="viewer_more_info_text">어른들의 국어문제집, 토익국어</div> </div> </div> </a> </li> </ul> </div> <div class="viewer_channel_list_wrap is_hidden _TEMPLATE _LAZY_LOADING_TEMPLATE" data-template-id="SCS_PREMIUM_CONTENT_CHANNEL_LIST_WRAP" data-template="SCS_PREMIUM_COMMON,SCS_PREMIUM_CONTENT_CHANNEL_LIST" data-query='{"categoryId":"003010","cpName":"kbd","subId":"kabalstory"}' data-grid-template-column-aside="true"> </div> <div class="business_info_wrap is_hidden _STICKY_FOOTER" data-grid-template-column-outside="true"> <div class="business_info"> <h4 class="business_info_title">판매자 <span class="business_info_title_sub">정보</span></h4> <dl class="business_info_list"> <div class="business_info_item"> <dt class="business_item_info_title">대표자</dt> <dd class="business_item_info_text">조영빈</dd> </div> </dl> <div class="business_info_button_wrap"> <button type="button" class="business_info_button _PROVIDER_INFO_LAYER" data-target="_SCS_PREMIUM_PROVIDER_INFO_LAYER" data-cp-name="kbd" data-sub-id="kabalstory" data-clk="chlh_fot.cpinfomore">상세 정보 확인</button> <a href="https://talk.naver.com/w4d35d" class="business_info_talk" data-clk="chlh_fot.cpinfotalk">톡톡상담</a> </div> </div> </div> </div> <div class="container_aside _CONTAINER_ASIDE"> <div class="container_aside_inner _GRID_TEMPLATE_COLUMN_ASIDE _CONTAINER_ASIDE_INNER"></div> </div> </div> <div class="_GRID_TEMPLATE_COLUMN_OUTSIDE"></div> </div> </div> <div id="frontDetect"></div> <div class="_reactionModule" data-sid="SCS" data-cid="p_default" style="display: none;"></div> <footer role="contentinfo" class="footer _STICKY_FOOTER"> <a href="#" class="page_top show _MOVE_TOP" style="display:none;">맨위로</a> <div class="footer_link_wrap"> <div class="footer_main_link"> <a href="https://nid.naver.com/nidlogin.login" class="footer_link" data-clk="fot.login">로그인</a> <a href="https://www.naver.com/more.html" class="footer_link" data-clk="fot.sitemap">전체서비스</a> </div> <div class="footer_sub_link"> <a href="https://policy.naver.com/policy/privacy.html" class="footer_link" data-clk="fot.privacy"><strong>개인정보처리방침</strong></a> <a href="https://policy.naver.com/rules/service.html" class="footer_link" data-clk="fot.agreement">네이버 이용약관</a> <a href="https://policy.naver.com/policy/service_group.html" class="footer_link" data-clk="fot.policy">네이버 운영정책</a> <a href="/ch/agreement/service" class="footer_link" data-clk="fot.pcagreement">프리미엄콘텐츠 판매회원 이용약관</a> <a href="/ch/agreement/service?type=policy" class="footer_link" data-clk="fot.pcpolicy">프리미엄콘텐츠 운영정책</a> <a href="https://policy.naver.com/rules/disclaimer.html" class="footer_link" data-clk="fot.legal">법적고지</a> <a href="https://help.naver.com/alias/contents1/premium/premium_01.naver" class="footer_link" data-clk="fot.pccs">고객센터</a> </div> </div> <div class="footer_naver_info_wrap"> <button id="_NAVER_INFO" type="button" class="footer_naver_info_button is_active _TOGGLE _IFRAME_RESIZE" data-target="_NAVER_INFO" data-classvalue="is_active" data-show-clk="fot.ninfoopen" data-hide-clk="fot.ninfoclose" data-cookie-name="P_NF">네이버(주) 사업자 정보</button> <div class="footer_naver_info_list"> <dl class="footer_naver_info_dl"> <div class="footer_naver_info_item"> <dt class="footer_naver_info_title">대표이사</dt> <dd class="footer_naver_info_text">최수연</dd> </div> <div class="footer_naver_info_item"> <dt class="footer_naver_info_title">주소</dt> <dd class="footer_naver_info_text">경기도 성남시 분당구 정자일로 95,<br> NAVER 1784, 13561 </dd> </div> <div class="footer_naver_info_item"> <dt class="footer_naver_info_title">전화번호</dt> <dd class="footer_naver_info_text"><a href="javascript:;" class="_LINK" data-url="tel:1588-3820" data-clk="fot.ninfotel">1588-3820</a></dd> </div> <div class="footer_naver_info_item"> <dt class="footer_naver_info_title">이메일</dt> <dd class="footer_naver_info_text"><a href="javascript:;" class="_LINK" data-url="mailto:ccnaver@naver.com" data-clk="fot.ninfomail">ccnaver@naver.com</a></dd> </div> <div class="footer_naver_info_item"> <dt class="footer_naver_info_title">사업자등록번호</dt> <dd class="footer_naver_info_text">220-81-62517</dd> </div> <div class="footer_naver_info_item"> <dt class="footer_naver_info_title">통신판매업 <span class="footer_naver_info_title_sub">신고번호</span></dt> <dd class="footer_naver_info_text">제2006-경기성남-0692호</dd> </div> <div class="footer_naver_info_item"> <dt class="footer_naver_info_title">호스팅 서비스 제공</dt> <dd class="footer_naver_info_text">NAVER Cloud</dd> </div> </dl> </div> </div> <div class="footer_sub_wrap"> <p class="footer_naver_info_desc">네이버(주)는 통신판매중개시스템의 제공자로서 통신판매의 당사자가 아닙니다. 콘텐츠판매, 환불 등과 관련한 의무와 책임은 판매자에게 있습니다.</p> <div class="footer_logo"> <a href="/" class="footer_logo_link" data-clk="fot.pclogo">Premium Contents</a><a href="https://www.navercorp.com/" class="footer_naver_link" data-clk="fot.navercorp">ⓒ NAVER Corp.</a> </div> </div> </footer> <div id="_LAYER_DIMMED" class="layer_dimmed" style="display:none;"></div> <div id="_MODAL_WRAP"></div> <script type="x-tmpl-mustache" class="_MODAL_TEMPLATE"> <div class="popup_layer{{#isClose}} as_close_button{{/isClose}}{{#popupClass}} {{popupClass}}{{/popupClass}} _MODAL"> {{#description}} <strong class="popup_tit">{{{title}}}</strong> <p class="popup_sub_desc">{{{description}}}</p> {{/description}} {{^description}} {{#itemList.length}} <strong class="popup_tit">{{{title}}}</strong> <dl class="popup_dl"> {{#itemList}} <div class="popup_description_wrap"> <dt class="popup_dt">{{{key}}}</dt> <dd class="popup_dd">{{{value}}}</dd> </div> {{/itemList}} </dl> {{/itemList.length}} {{^itemList.length}} <p class="popup_desc">{{{title}}}</p> {{/itemList.length}} {{/description}} {{#linkButtonList.length}} <div class="popup_link_wrap"> {{#linkButtonList}} <a href="{{url}}" class="popup_link"> <div class="popup_link_text">{{{title}}}</div> {{#description}} <div class="popup_link_desc">{{{description}}}</div> {{/description}} </a> {{/linkButtonList}} </div> {{/linkButtonList.length}} {{#isClose}} <button type="button" class="popup_close_button _MODAL_CANCEL"><i class="icon_close">닫기</i></button> {{/isClose}} {{^isHiddenConfirm}} <div class="popup_button_wrap"> {{#isCancel}} <button type="button" class="button_layer _MODAL_CANCEL"> {{cancelMessage}} </button> {{/isCancel}} <button type="button" class="button_layer type_confirm _MODAL_CONFIRM"> {{confirmMessage}} </button> </div> {{/isHiddenConfirm}} </div> </script> <div id="_TOAST_WRAP"></div> <script type="x-tmpl-mustache" class="_TOAST_TEMPLATE"> <div class="toast_popup_layer"> <p class="toast_popup_desc">{{{text}}}</p> </div> </script> <div id="_SCS_PREMIUM_PROVIDER_INFO_LAYER" data-template="SCS_PREMIUM_PROVIDER_INFO_LAYER" style="display: none;"></div> <div id="_SCS_PREMIUM_SHARE_PROMOTION_LAYER" data-template="SCS_PREMIUM_SHARE_PROMOTION_LAYER" style="display: none;"></div> <script src="https://static-nnews.pstatic.net/js/min/20241121a/premium_library.min.js" crossorigin="anonymous" onerror="neloSender.sendErrorToNelo('스크립트 로딩 에러 : ' + this.src);"></script> <script src="https://static-nnews.pstatic.net/js/min/20241121a/premium_read.min.js" crossorigin="anonymous" onerror="neloSender.sendErrorToNelo('스크립트 로딩 에러 : ' + this.src);"></script> <script> var needsContentLog = true; $(window).on("load", function() { var $content = $("#_SE_VIEWER_CONTENT, ._VOD_PLAYER_WRAP"); if ($content.length > 0 && $content.hasClass("_NIL_SEND") === true) { window.ntm = window.ntm || []; var ntmOption = {}; var cpName = $content.data("cp-name"); var subId = $content.data("sub-id"); var contentId = $content.data("content-id"); var contentAuth = $content.data("content-auth"); var isMembership = $content.data("is-membership"); var isPromotion = $content.data("is-promotion"); var isPreview = $content.data("is-preview"); var partnerChannel = $content.data("partner-channel"); var partnerType = $content.data("partner-type"); var type = $content.data("type"); var subType = $content.data("sub-type"); var category = $content.data("category"); var userType = 0; if (contentAuth === true) { userType = 1; } var source = ""; var sourceId = ""; ntmOption["hitType"] = "cv"; ntmOption["eventCategory"] = "post_view"; ntmOption["channelId"] = cpName + "_" + subId; ntmOption["uri"] = "https://contents.premium.naver.com/" + cpName + "/" + subId + "/contents/" + contentId; ntmOption["userType"] = userType; ntmOption["dimension1"] = cpName; ntmOption["dimension2"] = isMembership == true ? "original" : "preview"; if (isPromotion == true) { ntmOption["dimension3"] = "free"; } if (source) { ntmOption["dimension4"] = source; if (sourceId) { ntmOption["dimension5"] = sourceId; } } if (partnerChannel) { ntmOption["dimension6"] = partnerChannel === "Y" ? "partner" : "premium"; } if (partnerType) { ntmOption["dimension7"] = partnerType.toLowerCase(); } if ("VIDEO" === subType) { ntmOption["dimension8"] = "video"; } ntmOption["dimension9"] = category; if (needsContentLog === true && !!!isPreview) { ntm.push({ event: "nilSend", ni: ntmOption }); var eventType = "onpagehide" in window ? "pagehide" : "beforeunload"; $(window).on(eventType, function() { ntmOption["hitType"] = "event"; ntmOption["eventCategory"] = "action"; ntmOption["eventAction"] = "leave"; ntm.push({ event: "nilSend", ni: ntmOption }); }); } } }); </script> </body> <script> // NLog pageview 전송 var eventType = "onpageshow" in window ? "pageshow" : "load"; $(window).on(eventType, function() { window.ntm_premium_analytics = window.ntm_premium_analytics || []; var sti = ""; var $content = $("#_SE_VIEWER_CONTENT, ._VOD_PLAYER_WRAP"); var gdid = $content.data("gdid"); var pageviewInfo = { nLogPageshow: true, nLogPageviewSti: sti, nLogPageviewGdid: gdid, nlogEvt: { page_layout: layoutName } }; window.ntm_premium_analytics.push(pageviewInfo); }); </script> </html>