광고 소재 심사 과정에 AI를 도입하여 광고 서비스 생산성 향상시키기

ޙઁ੿੄ "*ݽ؛بੑTVNNBSZ ҕాबࢎ೒ۖಬࣗѐ ਃҳࢎ೦࠙ࢳ ޙઁ೧Ѿҗ੿ 1BSU৉ೡҗ଼੐੄҃҅оݺഛೠ੗زबࢎ೐۽ࣁࢲ 1BSULTDMVTUFSMFWFM۽Ӧਸాೠؘ੉ఠࣻ૘౵੉೐ۄੋ "*ݽ؛بੑীٮܲѾҗࢿҗܻ࠭ җઁഥҊ

ҟҊࣗ੤बࢎदझమ੄"4 - 8"4 3JTL "ET EBZ ੹ࣻबࢎ बࢎदझమ ዗ ,O8बࢎ਍৔੗ডݺ

"*ݽ؛بੑ4VNNBSZ ੗زࣗ੤बࢎदझమী "*ݽ؛بੑҗ ਕ௼೒۽਋Ҋبചبੑਵ۽ࢤ࢑ࢿೱ࢚ য়೑ࣗझݣ౭ݽ׳ݽ؛੸ਊ ੌрড݅Ѥ୊ܻী .ܻࣗझైੑ ೟णؘ੉ఠ੗زোز "*ݽ؛ಣоदझమبੑ बࢎѾҗܳҊಿ૕
೟णؘ੉ఠ۽োزೞৈ झझ۽૓ചೞח"*ݽ؛ഛࠁ Ҋಿ૕ݽ؛ഛࠁܳਤೠ ಣоदझమبੑ ੉ݽٚѱ ҕాबࢎ೒ۖಬ੄ਬোೠदझమࢸ҅оӝ߈੉غҊ੓਺ "*ݽ؛بੑ ਕ௼೒۽਋Ҋبച ର੸ਊݽ؛য়೑ࣗझݣ౭ݽ׳ݽ؛CZLBOBOB ੉޷૑ఫझ౟ҙ҅بب୹ݽ؛ਸాೠ࠙ܨࣻ೯ ҟҊࣗ੤੄ળࢿੋ੸೤بܳ߈۰थੋਵ۽࠙ܨ

ҕాबࢎ೒ۖಬ੉ۆ ҟҊ बࢎ ࢎস੗ ݒ੢ ,BLBPCVTJOFTT बࢎ ஠஠য়੄׮নೠ࠺ૉפझ৔৉ীࢲtबࢎuۄחਃҳࢎ೦੉ઓ੤ пп੄बࢎ؀࢚਷׮ܰ૑݅ ୭ઙ੸ਵ۽थੋ߈۰੄ഋ࢚ਸо૗
बࢎझಖਸ಴ળചೞৈੌҙػबࢎӝמਸઁҕೞݶযڄө ҕాबࢎ೒ۖಬ$PODFQU

যוզզইٚਃҳࢎ೦ 2ҕాबࢎ೒ۖಬীࢲౠ੿बࢎী؀೧"*ݽ؛ਸبੑೡࣻ੓ਸөਃ "ݽ؛݅ઁҕ೧઱दݶӘߑ੸ਊ೧ܾ٘ࣻ੓যਃ যڌѱౠ੿बࢎীೠೞৈӘߑ"*੗زबࢎܳ૑ਗೞҊ بݫੋয়৏হ੉ਗೞחEBUBTFUਸࣻ૘ೡࣻ੓঻ਸө 2ݽ؛'JOFUVOJOHਸਤೠ%BUBTFUࣻ૘ب೧઱पࣻ੓ਸөਃ "बࢎبݫੋয়৏হ੉рױ൤ࣻ૘೧ܾ٘ࣻ੓णפ׮ 1BSU৉ೡҗ଼੐੄҃҅оݺഛೠ੗زबࢎ೐۽ࣁࢲ 1BSULTDMVTUFSMFWFM۽Ӧਸాೠؘ੉ఠࣻ૘౵੉೐ۄੋ য়ט੉ঠӝೡ઱ઁ

1BSU৉ೡҗ଼੐੄҃҅оݺഛೠ੗زबࢎ೐۽ࣁࢲ ҕాबࢎ೒ۖಬ੄੹߈੸ੋबࢎ୊ܻ൒ܴ बࢎਃ୒ ੹୊ܻ੗زबࢎ؀࢚౸ױറबࢎࢤࢿ ਃ୒ನݘѨૐ ࣻӝबࢎ੹ജ Ѻܻػ੹୊ܻ੗زबࢎࣻ೯ बࢎ୊ܻ৮ܐ .FTTBHF  
2VFVF &YUFSOBM"1* $POTVNFS 3FRVFTU3FWJFXBOE.FTTBHF7BMJEBUJPO$IFDL 3FWJFX 3FRVFTU .FTTBHF   2VFVF $POTVNFS $SFBUF3FWJFXBOE4UBUVT.BQQJOH 1SF"VUP3FWJFX 1SPDFTTPS 3FWJFX $PNQMFUF 3FWJFX .BOVBMPS"VUPNBUFE1SPDFTTJOHBOE$PNQMFUFE3FWJFX .BOVBM3FWJFX 4ZTUFN3FWJFX $POWFSUUPNBOVBM

public interface ComputingProcessChain { default void callNextChain(ComputingProcessChain nextChain, DraftReview data)
{ if (nextChain != null) { nextChain.process(data); } } void setNextChain(ComputingProcessChain chain); void process(DraftReview data); } 1BSU৉ೡҗ଼੐੄҃҅оݺഛೠ੗زबࢎ೐۽ࣁࢲ Ѻܻػ੹୊ܻ੗زबࢎࣻ೯ ੗زबࢎ؀࢚ "1SPDFTTPS #1SPDFTTPS $1SPDFTTPS %1SPDFTTPS $ " % बࢎ৮ܐ #Z"1SPDFTT $PNQVUJOH1SPDFTT$IBJO ੹୊ܻ੗زबࢎࣻ೯ٜৈ׮ࠁӝ੗زबࢎ୓੉׬җ੿җ೐۽ࣁࢲJOUFSGBDFࣗѐ

1BSU৉ೡҗ଼੐੄҃҅оݺഛೠ੗زबࢎ೐۽ࣁࢲ "*ݽ؛ਸࢎਊೞח੗زबࢎ೐۽ࣁࢲܳبੑೞӝਤೠѐߊߧਤ "1SPDFTTPS #1SPDFTTPS $1SPDFTTPS %1SPDFTTPS "*1SPDFTTPS 2ҕాबࢎ೒ۖಬীࢲౠ੿बࢎী؀೧"*ݽ؛ਸبੑೡࣻ੓ਸөਃ "ݽ؛݅ઁҕ೧઱दݶӘߑ੸ਊ೧ܾ٘ࣻ੓যਃ नӏ೐۽ࣁࢲ੄৉ೡী૘઺ೞৈѐߊೞӝীഛ੢ীਊ੉
୶о"*ݽ؛੉૑ਗؼ҃਋नࣘೞѱѨૐоמ

1BSU৉ೡҗ଼੐੄҃҅оݺഛೠ੗زबࢎ೐۽ࣁࢲ ಣоदझమبੑਵ۽਋ܻ࠺ૉפझীݏחҊಿ૕ݽ؛ഛࠁ ਋ܻ݅੄Ѩૐؘ੉ఠࣇਸҳ୷ೞৈઁҕغחݽ؛р੿ഛبѨૐ बࢎীо੢੸೤ೠҊಿ૕ݽ؛بੑ #1SPDFTTPS $1SPDFTTPS %1SPDFTTPS "*1SPDFTTPS ".PEFM #.PEFM
$.PEFM 3FQSFTFOUBUJWF5FTU%BUB 3FWJFXFECZSFWJFXFS #FODINBSLJOH3FTVMU .PEFM"BDDVSBDZ .PEFM#BDDVSBDZ .PEFM$BDDVSBDZ "1SPDFTTPS #FODINBSLJOH

1BSULTDMVTUFSMFWFM۽Ӧਸాೠؘ੉ఠࣻ૘౵੉೐ۄੋ 'JOFUVOJOH%BUBTFUࣻ૘ਸਤೠEBUB - QJQFMJOF "*.PEFM 'JOF - UVOJOH %BUBTFU )BEPPQ
-BCFMMFE %BUBTFU LT$MVTUFS ҕాबࢎ೒ۖಬ %BUB $PMMFDUPS %BUB $PMMFDUPS %BUB $PMMFDUPS ݽ؛੄Ҋبചܳਤ೧EBUBTFU਷ҭ੢൤઺ਃೞ૑݅ बࢎبݫੋীࢲחҙबহחؘ੉ఠ ٮۄࢲҕాबࢎ೒ۖಬ੄࠺ૉפझܳয়৏दః૑ঋҊ੿ઁػ೟णؘ੉ఠоࣻ૘غযঠೣ ੉ޙઁܳDMVTUFS - MFWFMMPHHJOHҗ۽Ӓࣻ૘ӝ۽೧Ѿ 2ݽ؛'JOFUVOJOHਸਤೠ%BUBTFUࣻ૘ب೧઱पࣻ੓ਸөਃ

1BSULTDMVTUFSMFWFM۽Ӧਸాೠؘ੉ఠࣻ૘౵੉೐ۄੋ $MVTUFS - MFWFMMPHHJOHBSDIJUFDUVSFTVTJOHBTJEFDBSDPOUBJOFSXJUIUIFMPHHJOHBHFOU LT8PSLFS/PEF 1PE" 1PE# BQQMJDBUJPO DPOUBJOFS TUSFBNJOH
DPOUBJOFS BQQMJDBUJPO DPOUBJOFS TUSFBNJOH DPOUBJOFS 1PE$ BQQMJDBUJPO DPOUBJOFS DPOUBJOFSFOHJOF LVCFMFU TUEPVU   TUEFSS WBSMPHDPOUBJOFSQPE - B - BQQ - DPOUBJOFSMPH XSJUF WBSMPHDPOUBJOFSQPE - B - TUSFBN - DPOUBJOFSMPH WBSMPHDPOUBJOFSQPE - C - BQQ - DPOUBJOFSMPH WBSMPHDPOUBJOFSQPE - C - TUSFBN - DPOUBJOFSMPH WBSMPHDPOUBJOFSQPE - D - BQQ - DPOUBJOFSMPH OPEF fi MFTZTUFN WPMVNF   WBS MPH WPMVNF   WBS MPH XSJUF XSJUF SFBE SFBE 1PE   EBFNPO EBUB DPMMFDUPS fl VFOUE IPTUQBUI _ TUSFBN MPH SFBE ,BLBP*OGSB &4 )BEPPQ XSJUF "*.PEFM 'JOF - UVOJOH EBUBTFU SFBE 4VQQMZOFXUVOFENPEFM ,VCFSOFUFTMPHP୹୊IUUQT FONXJLJQFEJBPSHXJLJ'JMF,VCFSOFUFT@MPHP@XJUIPVU@XPSLNBSLTWH

"*ݽ؛بੑীٮܲѾҗܻ࠭ बࢎ؀࢚ੋੑ "*೙ఠ݂ बࢎ੗Ѩࣻ बࢎ৮ܐ Ѥ %BJMZ Ѥ
Ҋਤ೷ҵ ઺ਤ೷ҵ .. Ѥ ੹ࣻѨࣻ Ѥ റѨࣻ Aࢿੋ੉޷૑౸߹बࢎ؀࢚ Ѥ Ѥ Ѥ Ѥ -BCFMJOH ؀ࠗ࠙੄ޖ೧ೠ੉޷૑ח"*੄ب਑ਵ۽೙ఠ݂ Ӓ৻ਤ೷ೞ׮౸ױغחࣗ੤ܳࢎۈ੉Ѩࣻ ରݽ؛ "*৬बࢎ੗੄౸ױ੉э਷Ѫ ׮ܲѪݽفݽ؛ࢿמҊبചܳਤೠ೟णؘ੉ఠ۽ഝਊ઺ "*ݽ؛೟णҊبചী੓যݒ਋о஖о֫਷%BUB ੷ਤ೷ҵ ߈۰ ߈۰ ߈۰ ߈۰

"*ݽ؛بੑীٮܲࢿҗܻ࠭ ਘ ਘ ਘ ైੑ..
ੌबࢎ$PWFSBHF "*ݽ؛بੑਸా೧࠺ਊૐоহ੉بੑ੹റੌबࢎழߡܻ૑ߓ੉࢚ೱ࢚ "*ݽ؛ بੑ੹ "*ݽ؛ بੑറ %41   ഛ؀

җઁഥҊ ,BLBP"*/BUJWF$PNQBOZ "*ݽ؛োҳ ݽ؛੸ਊҊبച ࢲ࠺झѐߊ੗ "*ݽ؛۞ j j "*ݽ؛ਸࢲ࠺झীࡅܰѱ੸ਊೡࣻ੓חইఃఫ୊ҳࢿ ࢲ࠺झ੄ਬ੄޷ೠ߸ചܳஏ੿ೡࣻ੓ח૑಴ࣻ૘
ݽ؛੄'JOF - UVOJOHਸਤೠ੿ઁػ೟णؘ੉ఠࣻ૘ ҕాबࢎ೒ۖಬ ೱറबࢎࢤ࢑ࢿೱ࢚ীب਑੉ؼࣻ੓חݽ؛૑ࣘبੑ )FBETUBSUPO ӝઓࢎਊ઺ੋݽ؛Ҋبച߂੸ਊߧਤഛ؀ "*/BUJWF$PNQBOZীࢲӝઓࢲ࠺झܳ׸׼ೞҊ੓חѐߊ੗חनӏݽ؛੉औҊࡅܰѱ੸ਊؼࣻ੓חҳઑ۽҅ࣘ೧ࢲҊبചೞחѪী૘઺

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광고 소재 심사 과정에 AI를 도입하여 광고 서비스 생산성 향상시키기

광고 소재 심사 과정에 AI를 도입하여 광고 서비스 생산성 향상시키기

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ޙઁ੿੄ "ݽ؛بੑTVNNBSZ ҕాबࢎ೒ۖಬࣗѐ ਃҳࢎ೦࠙ࢳ ޙઁ೧Ѿҗ੿ 1BSU৉ೡҗ଼੐੄҃҅оݺഛೠ੗زबࢎ೐۽ࣁࢲ 1BSULTDMVTUFSMFWFM۽Ӧਸాೠؘ੉ఠࣻ૘౵੉೐ۄੋ "ݽ؛بੑীٮܲѾҗࢿҗܻ࠭ җઁഥҊ

ҟҊࣗ੤बࢎदझమ੄"4 - 8"4 3JTL "ET EBZ ੹ࣻबࢎ बࢎदझమ ዗ ,O8बࢎ਍৔੗ডݺ

"ݽ؛بੑ4VNNBSZ ੗زࣗ੤बࢎदझమী "ݽ؛بੑҗ ਕ௼೒۽਋Ҋبചبੑਵ۽ࢤ࢑ࢿೱ࢚ য়೑ࣗझݣ౭ݽ׳ݽ؛੸ਊ ੌрড݅Ѥ୊ܻী .ܻࣗझైੑ ೟णؘ੉ఠ੗زোز "*ݽ؛ಣоदझమبੑ बࢎѾҗܳҊಿ૕

ҕాबࢎ೒ۖಬ੉ۆ ҟҊ बࢎ ࢎস੗ ݒ੢ ,BLBPCVTJOFTT बࢎ ஠஠য়੄׮নೠ࠺ૉפझ৔৉ীࢲtबࢎuۄחਃҳࢎ೦੉ઓ੤ пп੄बࢎ؀࢚਷׮ܰ૑݅ ୭ઙ੸ਵ۽थੋ߈۰੄ഋ࢚ਸо૗

1BSU৉ೡҗ଼੐੄҃҅оݺഛೠ੗زबࢎ೐۽ࣁࢲ ҕాबࢎ೒ۖಬ੄੹߈੸ੋबࢎ୊ܻ൒ܴ बࢎਃ୒ ੹୊ܻ੗زबࢎ؀࢚౸ױറबࢎࢤࢿ ਃ୒ನݘѨૐ ࣻӝबࢎ੹ജ Ѻܻػ੹୊ܻ੗زबࢎࣻ೯ बࢎ୊ܻ৮ܐ .FTTBHF

public interface ComputingProcessChain { default void callNextChain(ComputingProcessChain nextChain, DraftReview data)

1BSU৉ೡҗ଼੐੄҃҅оݺഛೠ੗زबࢎ೐۽ࣁࢲ ಣоदझమبੑਵ۽਋ܻ࠺ૉפझীݏחҊಿ૕ݽ؛ഛࠁ ਋ܻ݅੄Ѩૐؘ੉ఠࣇਸҳ୷ೞৈઁҕغחݽ؛р੿ഛبѨૐ बࢎীо੢੸೤ೠҊಿ૕ݽ؛بੑ #1SPDFTTPS $1SPDFTTPS %1SPDFTTPS "*1SPDFTTPS ".PEFM #.PEFM

1BSULTDMVTUFSMFWFM۽Ӧਸాೠؘ੉ఠࣻ૘౵੉೐ۄੋ 'JOFUVOJOH%BUBTFUࣻ૘ਸਤೠEBUB - QJQFMJOF "*.PEFM 'JOF - UVOJOH %BUBTFU )BEPPQ

1BSULTDMVTUFSMFWFM۽Ӧਸాೠؘ੉ఠࣻ૘౵੉೐ۄੋ $MVTUFS - MFWFMMPHHJOHBSDIJUFDUVSFTVTJOHBTJEFDBSDPOUBJOFSXJUIUIFMPHHJOHBHFOU LT8PSLFS/PEF 1PE" 1PE# BQQMJDBUJPO DPOUBJOFS TUSFBNJOH

"ݽ؛بੑীٮܲѾҗܻ࠭ बࢎ؀࢚ੋੑ "೙ఠ݂ बࢎ੗Ѩࣻ बࢎ৮ܐ Ѥ %BJMZ Ѥ

"*ݽ؛بੑীٮܲࢿҗܻ࠭ ਘ ਘ ਘ ైੑ..

җઁഥҊ ,BLBP"/BUJWF$PNQBOZ "ݽ؛োҳ ݽ؛੸ਊҊبച ࢲ࠺झѐߊ੗ "ݽ؛۞ j j "ݽ؛ਸࢲ࠺झীࡅܰѱ੸ਊೡࣻ੓חইఃఫ୊ҳࢿ ࢲ࠺झ੄ਬ੄޷ೠ߸ചܳஏ੿ೡࣻ੓ח૑಴ࣻ૘

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