Current Result Document :
ÇѱÛÁ¦¸ñ(Korean Title) |
¼Ò¼È ³×Æ®¿öÅ© ¼ºñ½º µ¥ÀÌÅÍ¿¡¼ Bi-LSTM ±â¹Ý ¾à¹° ºÎÀÛ¿ë °Ô½Ã¹° ŽÁö ¸ðµ¨ ¿¬±¸ |
¿µ¹®Á¦¸ñ(English Title) |
A Study on Bi-LSTM-Based Drug Side Effects Post Detection Model in Social Network Service Data |
ÀúÀÚ(Author) |
ÀÌÃæõ
À̽ÂÈñ
¼Û¹ÌÈ
À̼öÇö
Suehyun Lee
Chung-Chun Lee
Seunghee Lee
Mi-Hwa Song
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¿ø¹®¼ö·Ïó(Citation) |
VOL 29 NO. 01 PP. 0397 ~ 0400 (2022. 05) |
Çѱ۳»¿ë (Korean Abstract) |
º» ¿¬±¸¿¡¼´Â ¼Ò¼È ³×Æ®¿öÅ© ¼ºñ½º(Social Network Service, SNS) µ¥ÀÌÅͷκÎÅÍ ¾à¹° ºÎÀÛ¿ë °Ô½Ã±ÛÀ» ÃßÃâÇϱâ À§ÇÑ ¼øȯ ½Å°æ¸Á(Recurrent Neural Network, RNN) ±â¹Ý ºÐ·ù ¸ðµ¨À» Á¦¾ÈÇÑ´Ù. ¸ÕÀú, ó¹æ ºóµµ°¡ ³ôÀ¸¸ç °Ô½Ã±ÛÀ» ¸¹ÀÌ È®º¸ÇÒ ¼ö ÀÖ´Â ÄÉÅäÇÁ·ÎÆæ ¾à¹°¿¡ ´ëÇÏ¿© ±¹³» ÃÖ´ë ¼Ò¼È ³×Æ®¿öÅ© Ç÷§ÆûÀÎ ³×À̹ö ºí·Î±×¿Í Ä«ÆäÀÇ °Ô½Ã±Û(2005 ³â~2020 ³â)À» È®º¸ÇÏ°í ÃÖÁ¾ 3,828 °ÇÀ» ºÐ¼®ÇÏ¿´´Ù. °á°úÀûÀ¸·Î ÄÉÅäÇÁ·ÎÆæ¿¡ ´ëÇÑ 3 Á¾(¾à¹°, ºÎÀÛ¿ë, ºÒ¿ë¾î)ÀÇ ·º½ÃÄÜÀ» Á¤ÀÇÇÏ¿´À¸¸ç À̸¦ ±â¹ÝÀ¸·Î Bi-LSTM ºÐ·ù¸ðµ¨ ±âÁØ 87%ÀÇ Á¤È®µµ¸¦ ¾ò¾ú´Ù. º» ¿¬±¸¿¡¼ Á¦¾ÈÇÏ´Â ¸ðµ¨Àº SNS µ¥ÀÌÅÍ°¡ ¾à¹° ºÎÀÛ¿ë Á¤º¸ ȹµæÀ» À§ÇÑ ±âÁ¸ (ÀüÀÚÀǹ«±â·Ï, ÀÚ¹ßÀû ¾à¹° ºÎÀÛ¿ë º¸°í ½Ã½ºÅÛ µî) ÀÚ·á¿ø¿¡ ´ëÇÑ º¸¿ÏÀû Á¤º¸¿øÀÌ µÇ¸ç, °³¹ßµÈ Bi-LSTM ºÐ·ù¸ðµ¨À» ÅëÇØ ¾à¹° ºÎÀÛ¿ë °Ô½Ã±Û ÃßÃâÀÇ Æí¸®¼ºÀ» Á¦°øÇÒ °ÍÀ¸·Î ±â´ëµÈ´Ù. |
¿µ¹®³»¿ë (English Abstract) |
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Å°¿öµå(Keyword) |
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