{"id":30,"date":"2026-06-04T15:06:41","date_gmt":"2026-06-04T13:06:41","guid":{"rendered":"https:\/\/psychiatryfoundation.com\/ko\/2026\/06\/04\/%ec%9d%b8%ea%b3%b5%ec%a7%80%eb%8a%a5-%eb%aa%a8%eb%8d%b8%ec%9d%80-%ec%86%8c%ec%85%9c-%eb%af%b8%eb%94%94%ec%96%b4%ec%97%90%ec%84%9c-%ec%9e%90%ec%82%b4-%ec%83%9d%ea%b0%81%ec%9d%84-%ea%b0%90%ec%a7%80\/"},"modified":"2026-06-04T15:07:17","modified_gmt":"2026-06-04T13:07:17","slug":"%ec%9d%b8%ea%b3%b5%ec%a7%80%eb%8a%a5-%eb%aa%a8%eb%8d%b8%ec%9d%80-%ec%86%8c%ec%85%9c-%eb%af%b8%eb%94%94%ec%96%b4%ec%97%90%ec%84%9c-%ec%9e%90%ec%82%b4-%ec%83%9d%ea%b0%81%ec%9d%84-%ea%b0%90%ec%a7%80","status":"publish","type":"post","link":"https:\/\/psychiatryfoundation.com\/ko\/2026\/06\/04\/%ec%9d%b8%ea%b3%b5%ec%a7%80%eb%8a%a5-%eb%aa%a8%eb%8d%b8%ec%9d%80-%ec%86%8c%ec%85%9c-%eb%af%b8%eb%94%94%ec%96%b4%ec%97%90%ec%84%9c-%ec%9e%90%ec%82%b4-%ec%83%9d%ea%b0%81%ec%9d%84-%ea%b0%90%ec%a7%80\/","title":{"rendered":"\uc778\uacf5\uc9c0\ub2a5 \ubaa8\ub378\uc740 \uc18c\uc15c \ubbf8\ub514\uc5b4\uc5d0\uc11c \uc790\uc0b4 \uc0dd\uac01\uc744 \uac10\uc9c0\ud560 \uc218 \uc788\uc744\uae4c?"},"content":{"rendered":"

\"\uc778\uacf5\uc9c0\ub2a5“`html<\/p>\n

\uc778\uacf5\uc9c0\ub2a5 \ubaa8\ub378\uc740 \uc18c\uc15c \ubbf8\ub514\uc5b4\uc5d0\uc11c \uc790\uc0b4 \uc0dd\uac01\uc744 \uac10\uc9c0\ud560 \uc218 \uc788\uc744\uae4c?<\/h1>\n

\ub9e4\ub144 \uc804 \uc138\uacc4\uc5d0\uc11c 72\ub9cc \uba85 \uc774\uc0c1\uc774 \uc790\uc0b4\ub85c \uc0ac\ub9dd\ud558\uba70, \uc774\ub294 \uc80a\uc740 \uc131\uc778\ub4e4\uc758 \uc8fc\uc694 \uc0ac\ub9dd \uc6d0\uc778 \uc911 \ud558\ub098\ub85c \uaf3d\ud78c\ub2e4. \ub808\ub527\uacfc \uac19\uc740 \uc18c\uc15c \ubbf8\ub514\uc5b4\ub294 \uac1c\uc778\uc774 \uc2ec\ub9ac\uc801 \uace0\ud1b5\uc744 \uacf5\uac1c\uc801\uc73c\ub85c \ud45c\ud604\ud558\ub294 \uacf5\uac04\uc774 \ub418\uc5c8\uc73c\uba70, \ub54c\ub85c\ub294 \uac04\uc811\uc801\uc774\uac70\ub098 \ube44\uc720\uc801\uc778 \ubc29\uc2dd\uc73c\ub85c \ud45c\ud604\ub418\uae30\ub3c4 \ud55c\ub2e4. \ucd5c\uadfc \uc5f0\uad6c\uc5d0\uc11c\ub294 \ub2e4\uc591\ud55c \ucef4\ud4e8\ud130 \ub3c4\uad6c\ub4e4\uc774 \uc628\ub77c\uc778 \uac8c\uc2dc\ubb3c\uc5d0\uc11c \uc774\ub7ec\ud55c \uace0\ud1b5 \uc2e0\ud638\ub97c \uc2dd\ubcc4\ud558\ub294 \ub2a5\ub825\uc744 \ud3c9\uac00\ud588\ub2e4.<\/p>\n

\uc5f0\uad6c\uc790\ub4e4\uc740 \uc5ec\ub7ec \uc811\uadfc \ubc29\uc2dd\uc744 \ube44\uad50\ud588\ub2e4: \uc804\ud1b5\uc801\uc778 \uae30\uacc4 \ud559\uc2b5 \ubaa8\ub378, \uc2ec\uce35 \uc2e0\uacbd\ub9dd, \uadf8\ub9ac\uace0 \uc778\uacf5\uc9c0\ub2a5 \uae30\ubc18\uc758 \uace0\uae09 \uc5b8\uc5b4 \ubaa8\ub378\uc774\ub2e4. \uc9c0\uc6d0 \ubca1\ud130 \uba38\uc2e0\uc774\ub098 \ub79c\ub364 \ud3ec\ub808\uc2a4\ud2b8\uc640 \uac19\uc740 \uc804\ud1b5\uc801\uc778 \ubc29\ubc95\ub4e4\uc740 \ud14d\uc2a4\ud2b8\uc758 \uc758\ubbf8\uc801 \ud45c\ud604\uacfc \ud568\uaed8 \ud14c\uc2a4\ud2b8\ub418\uc5c8\ub2e4. CNN \ubc0f LSTM\uacfc \uac19\uc740 \uc2e0\uacbd\ub9dd\ub4e4\ub3c4 \ubb38\ub9e5\uc801 \ubc0f \uac10\uc815\uc801 \ud328\ud134\uc744 \ud3ec\ucc29\ud558\ub294 \ub2a5\ub825\uc744 \ud3c9\uac00\ubc1b\uc558\ub2e4. \ub9c8\uc9c0\ub9c9\uc73c\ub85c, GPT-2 \uc720\ud615\uc758 \ubaa8\ub378\uc774 \uc790\uc0b4 \uad00\ub828 \uba54\uc2dc\uc9c0\uc640 \ube44\uc790\uc0b4 \uad00\ub828 \uba54\uc2dc\uc9c0\ub85c \ubd84\ub958\ud558\uae30 \uc704\ud574 \ud2b9\ubcc4\ud788 \ub9de\ucda4 \uc124\uc815\ub418\uc5b4 \ud6c8\ub828\ub418\uc5c8\ub2e4.<\/p>\n

\uacb0\uacfc\uc5d0 \ub530\ub974\uba74 GPT-2 \ubaa8\ub378\uc774 98.25%\uc758 \uc815\ud655\ub3c4\ub85c \uac00\uc7a5 \uc6b0\uc218\ud55c \uc131\ub2a5\uc744 \ubcf4\uc600\ub2e4. \uc774 \ubaa8\ub378\uc740 \uc704\ud5d8\ud55c \uba54\uc2dc\uc9c0\uc640 \uadf8\ub807\uc9c0 \uc54a\uc740 \uba54\uc2dc\uc9c0\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \uad6c\ubd84\ud560 \ubfd0\ub9cc \uc544\ub2c8\ub77c \ubd84\ub958 \uc624\ub958\ub3c4 \ucd5c\uc18c\ud654\ud588\ub2e4. \uc2e0\uacbd\ub9dd \uc911\uc5d0\uc11c\ub294 CNN\uc774 96.04%\uc758 \uc815\ud655\ub3c4\ub97c \uae30\ub85d\ud588\uc73c\uba70, LSTM\uc740 95.97%\ub85c \uadf8 \ub4a4\ub97c \uc774\uc5c8\ub2e4. \uc804\ud1b5\uc801\uc778 \ubaa8\ub378\ub4e4\uc740 \ubb38\uc7a5 \ubcf4\ud3b8 \uc778\ucf54\ub354\uc640 \uac19\uc740 \uc758\ubbf8\uc801 \ud45c\ud604\uacfc \uacb0\ud569\ub418\uc5c8\uc744 \ub54c 93%\ub97c \ub118\ub294 \uc815\ud655\ub3c4\ub97c \ubcf4\uc774\uba70 \uc88b\uc740 \ud6a8\uc728\uc131\uc744 \uc785\uc99d\ud588\ub2e4.<\/p>\n

\uc774 \uc5f0\uad6c\ub294 GPT-2\uc640 \uac19\uc740 \ud2b8\ub79c\uc2a4\ud3ec\uba38 \uae30\ubc18 \ubaa8\ub378\ub4e4\uc774 \uac10\uc815\uc801 \ub258\uc559\uc2a4\uc640 \uae34 \ubb38\ub9e5\uc801 \uc758\uc874\uc131\uc744 \ud3ec\ucc29\ud558\ub294 \ub370 \ud0c1\uc6d4\ud558\ub2e4\ub294 \uc810\uc744 \uac15\uc870\ud55c\ub2e4. \uc774\ub7ec\ud55c \ub2a5\ub825\ub4e4\uc740 \uc18c\uc15c \ubbf8\ub514\uc5b4 \uac8c\uc2dc\ubb3c\uc5d0 \uc790\uc8fc \ub4f1\uc7a5\ud558\ub294 \uac04\uc811\uc801\uc778 \uace0\ud1b5 \ud45c\ud604\uc744 \uac10\uc9c0\ud558\ub294 \ub370 \ud2b9\ud788 \uc720\uc6a9\ud558\ub2e4. \uc804\ud1b5\uc801\uc778 \ubaa8\ub378\ub4e4\uc740 \uc131\ub2a5\uc740 \ub2e4\uc18c \ub5a8\uc5b4\uc9c0\uc9c0\ub9cc, \uacc4\uc0b0 \uc790\uc6d0 \uba74\uc5d0\uc11c \ub354 \uc811\uadfc\uc131\uc774 \ub192\uace0 \uacbd\uc7c1\ub825 \uc788\ub2e4.<\/p>\n

\uc5f0\uad6c\uc790\ub4e4\uc740 \ub610\ud55c \ub2e4\uc591\ud55c \uad6c\uc131\uacfc \ub370\uc774\ud130 \ubd84\ud560\ub85c \uc2e4\ud5d8\uc744 \ubc18\ubcf5\ud558\uc5ec \uacb0\uacfc\uc758 \uacac\uace0\uc131\uc744 \ud655\uc778\ud588\ub2e4. \ud2b9\ud788 GPT-2\uc640 CNN\uc758 \uc131\ub2a5\uc740 \uc548\uc815\uc801\uc774\uace0 \uc7ac\ud604 \uac00\ub2a5\ud558\ub2e4\ub294 \uac83\uc774 \uc785\uc99d\ub418\uc5b4, \uc774 \ucee8\ud14d\uc2a4\ud2b8\uc5d0\uc11c \uadf8\ub4e4\uc758 \uc2e0\ub8b0\uc131\uc744 \ud655\uc778\ud588\ub2e4.<\/p>\n

\uc774 \uc5f0\uad6c\ub294 \uc18c\uc15c \ubbf8\ub514\uc5b4\uc5d0\uc11c \uc870\uae30 \uace0\ud1b5 \uc2e0\ud638\ub97c \uc2dd\ubcc4\ud558\uae30 \uc704\ud55c \uc778\uacf5\uc9c0\ub2a5 \ub3c4\uad6c\uc758 \uc911\uc694\uc131\uc744 \uac15\uc870\ud55c\ub2e4. \uadf8\ub7ec\ub098 \uc774\ub7ec\ud55c \uacb0\uacfc\ub294 \ub808\ub527 \ud50c\ub7ab\ud3fc\uacfc \uc0ac\uc6a9\ub41c \ub370\uc774\ud130\uc5d0 \ud2b9\ud654\ub418\uc5b4 \uc788\ub2e4. \ub2e4\ub978 \ub124\ud2b8\uc6cc\ud06c\uc640 \ub2e4\uc591\ud55c \uc5b8\uc5b4\ub85c\uc758 \ucd94\uac00 \uac80\uc99d\uc774 \ud544\uc694\ud560 \uac83\uc774\ub2e4.<\/p>\n

“`<\/p>\n

\n

Sources du m\u00e9dia<\/h2>\n

Document de r\u00e9f\u00e9rence<\/h3>\n

DOI\u00a0:<\/strong> https:\/\/doi.org\/10.1186\/s43093-026-00867-w<\/a><\/p>\n

Titre\u00a0:<\/strong> A unified comparative evaluation of machine learning, deep learning and GPT-2 for suicide ideation detection from social media<\/p>\n

Revue : <\/strong> Future Business Journal<\/p>\n

\u00c9diteur : <\/strong> Springer Science and Business Media LLC<\/p>\n

Auteurs : <\/strong> Yasmeen Mohamed Saleh; Fahad Kamal Alsheref; Mahmoud Mohamed Bahloul<\/p>\n","protected":false},"excerpt":{"rendered":"

“`html \uc778\uacf5\uc9c0\ub2a5 \ubaa8\ub378\uc740 \uc18c\uc15c \ubbf8\ub514\uc5b4\uc5d0\uc11c \uc790\uc0b4 \uc0dd\uac01\uc744 \uac10\uc9c0\ud560 \uc218 \uc788\uc744\uae4c? \ub9e4\ub144 \uc804 \uc138\uacc4\uc5d0\uc11c 72\ub9cc \uba85 \uc774\uc0c1\uc774 \uc790\uc0b4\ub85c \uc0ac\ub9dd\ud558\uba70, \uc774\ub294 \uc80a\uc740 \uc131\uc778\ub4e4\uc758 \uc8fc\uc694 \uc0ac\ub9dd \uc6d0\uc778 \uc911 \ud558\ub098\ub85c \uaf3d\ud78c\ub2e4. \ub808\ub527\uacfc \uac19\uc740 \uc18c\uc15c \ubbf8\ub514\uc5b4\ub294 \uac1c\uc778\uc774 \uc2ec\ub9ac\uc801 \uace0\ud1b5\uc744 \uacf5\uac1c\uc801\uc73c\ub85c \ud45c\ud604\ud558\ub294 \uacf5\uac04\uc774 \ub418\uc5c8\uc73c\uba70, \ub54c\ub85c\ub294 \uac04\uc811\uc801\uc774\uac70\ub098 \ube44\uc720\uc801\uc778 \ubc29\uc2dd\uc73c\ub85c \ud45c\ud604\ub418\uae30\ub3c4 \ud55c\ub2e4. \ucd5c\uadfc \uc5f0\uad6c\uc5d0\uc11c\ub294 \ub2e4\uc591\ud55c \ucef4\ud4e8\ud130 \ub3c4\uad6c\ub4e4\uc774 \uc628\ub77c\uc778 \uac8c\uc2dc\ubb3c\uc5d0\uc11c \uc774\ub7ec\ud55c \uace0\ud1b5 \uc2e0\ud638\ub97c \uc2dd\ubcc4\ud558\ub294… \uc778\uacf5\uc9c0\ub2a5 \ubaa8\ub378\uc740 \uc18c\uc15c \ubbf8\ub514\uc5b4\uc5d0\uc11c \uc790\uc0b4 \uc0dd\uac01\uc744 \uac10\uc9c0\ud560 \uc218 \uc788\uc744\uae4c?<\/span> \uacc4\uc18d \uc77d\uae30<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5,4,6],"tags":[],"class_list":["post-30","post","type-post","status-publish","format-standard","hentry","category-5","category-4","category-6","entry"],"_links":{"self":[{"href":"https:\/\/psychiatryfoundation.com\/ko\/wp-json\/wp\/v2\/posts\/30","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/psychiatryfoundation.com\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/psychiatryfoundation.com\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/psychiatryfoundation.com\/ko\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/psychiatryfoundation.com\/ko\/wp-json\/wp\/v2\/comments?post=30"}],"version-history":[{"count":1,"href":"https:\/\/psychiatryfoundation.com\/ko\/wp-json\/wp\/v2\/posts\/30\/revisions"}],"predecessor-version":[{"id":31,"href":"https:\/\/psychiatryfoundation.com\/ko\/wp-json\/wp\/v2\/posts\/30\/revisions\/31"}],"wp:attachment":[{"href":"https:\/\/psychiatryfoundation.com\/ko\/wp-json\/wp\/v2\/media?parent=30"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/psychiatryfoundation.com\/ko\/wp-json\/wp\/v2\/categories?post=30"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/psychiatryfoundation.com\/ko\/wp-json\/wp\/v2\/tags?post=30"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}