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Current Result Document :
ÇѱÛÁ¦¸ñ(Korean Title) |
¹®¼¸¦ ¾ó¸¶ µ¿¾È º¸Á¸ÇØ¾ß ÇÒ±î? - ¼øȯ ½Å°æ¸Á ±â¹ÝÀÇ ¹®¼ º¸Á¸±â°£ ÀÚµ¿ ºÐ·ù |
¿µ¹®Á¦¸ñ(English Title) |
How Long Should We Preserve the Documents? - Automatic Classification of Archiving Periods using RNN |
ÀúÀÚ(Author) |
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Jinseop Shin
Eunsu Mo
Jaekyo Choi
Seongchan Kim
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¿ø¹®¼ö·Ïó(Citation) |
VOL 46 NO. 01 PP. 0850 ~ 0852 (2019. 06) |
Çѱ۳»¿ë (Korean Abstract) |
°ø°ø±â·Ï¹° °ü¸®¿¡ °üÇÑ ¹ý·ü¿¡ µû¶ó °ø°ø±â°ü¿¡¼ »ý»êµÇ´Â ±â·Ï¹°Àº º¸Á¸±â°£, °ø°³ ¹× ºñ°ø°³ ¿©ºÎ µîÀ» ºÐ·ùÇÏ¿© °ü¸®ÇÏ¿©¾ß ÇÑ´Ù. ±â°ü¸¶´Ù ´ã´çÀÚ°¡ ±â·Ï¹°À» Æò°¡ÇÏ¿© ºÐ·ùÇÏ°í ÀÖÀ¸³ª Á¤È®ÇÑ ºÐ·ù¸¦ À§Çؼ´Â ½Ã°£°ú ³ë·ÂÀÌ ¸¹ÀÌ ¼Ò¿äµÈ´Ù. ÀÌ ¿¬±¸¿¡¼´Â ±¹°¡±â·Ï¿ø ±â·Ï¹°ÀÇ »ý»ê³âµµ, Á¦¸ñ, »ý»êºÎ¼¸íÀ¸·Î ±¸¼ºµÈ ªÀº ÇÑ±Û ÅؽºÆ®¸¸À» ÀÌ¿ëÇÏ¿© ±â·Ï¹°ÀÇ º¸Á¸±â°£¿¡ ´ëÇÑ ÀÚµ¿ ºÐ·ù¸¦ ¼öÇàÇÏ¿´´Ù. LSTM (Long Short-Term Memory) ¹æ½ÄÀÇ RNN (Recurrent Neural Network)À» ÀÌ¿ëÇÏ¿© º¸Á¸±â°£À» ºÐ·ùÇÏ´Â ¸ðµ¨À» °³¹ßÇÏ¿´´Ù. ±×¸®°í ÀԷ Ư¼º º¤Å͸¦ ¾îÀý, À½Àý, ÇüżҷΠ±¸ºÐÇÏ¿© °³¹ßµÈ ¸ðµ¨¿¡ Àû¿ëÇÏ¿´À¸¸ç, À̸¦ ÅëÇØ º¸Á¸±â°£ ºÐ·ùÀÇ Á¤È®µµ°¡ ÇüżÒ, À½Àý, ¾îÀý ¼øÀ¸·Î ³ô°Ô ³ªÅ¸³²À» Áõ¸íÇÏ¿´´Ù. |
¿µ¹®³»¿ë (English Abstract) |
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