KSC 2019
Current Result Document :
ÇѱÛÁ¦¸ñ(Korean Title) |
°¡ÁßÄ¡ ±×·¡ÇÁ¸¦ À§ÇÑ LSTM ¿ÀÅäÀÎÄÚ´õ ±â¹Ý ÀÓº£µù ±â¹ý |
¿µ¹®Á¦¸ñ(English Title) |
A Weighted Graph Embedding Technique Based on LSTM Autoencoders |
ÀúÀÚ(Author) |
¼¹ÎÁö
À̱â¿ë
Minji Seo
Ki Yong Lee
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¿ø¹®¼ö·Ïó(Citation) |
VOL 46 NO. 02 PP. 0464 ~ 0466 (2019. 12) |
Çѱ۳»¿ë (Korean Abstract) |
º» ³í¹®Àº °¡ÁßÄ¡ ±×·¡ÇÁ¸¦ À§ÇÑ »õ·Î¿î ÀÓº£µù ±â¹ýÀ» Á¦¾ÈÇÑ´Ù. Áö±Ý±îÁö ±×·¡ÇÁ ÀÓº£µù¿¡ ´ëÇؼ´Â ¿¬±¸µÈ ¹Ù°¡ ÀÖ¾úÀ¸³ª °¢ °£¼±¿¡ °¡ÁßÄ¡°¡ ºÎ¿©µÈ °¡ÁßÄ¡ ±×·¡ÇÁÀÇ ÀÓº£µù¿¡ ´ëÇؼ´Â ¸¹Àº ¿¬±¸°¡ ÀÌ·ç¾îÁöÁö ¾Ê¾Ò´Ù. º» ³í¹®¿¡¼ Á¦¾ÈÇÏ´Â ÀÓº£µù ±â¹ýÀº °¡ÁßÄ¡ ±×·¡ÇÁµéÀÌ ÁÖ¾îÁ³À» ¶§, °¢ °¡ÁßÄ¡ ±×·¡ÇÁ·ÎºÎÅÍ ±× ³»ºÎ¿¡ Á¸ÀçÇÏ´Â ³ëµå-°¡ÁßÄ¡ ½ÃÄö½º(node-weight sequence)µéÀ» ÃßÃâÇÏ°í, À̵éÀ» ÈÆ·Ã µ¥ÀÌÅÍ·Î »ç¿ëÇÏ¿© LSTM ¿ÀÅäÀÎÄÚ´õ(autoencoder)¸¦ ÇнÀ½ÃŲ´Ù. ÀÌÈÄ ÇнÀµÈ LSTM ¿ÀÅäÀÎÄÚ´õ¸¦ »ç¿ëÇÏ¿© °¢ ³ëµå-°¡ÁßÄ¡ ½ÃÄö½ºµéÀ» ÀÓº£µùÇÏ°í, ÇØ´ç °á°úµéÀ» ¸ð¾Æ °¢ °¡ÁßÄ¡ ±×·¡ÇÁÀÇ ÃÖÁ¾ ÀÓº£µù °á°ú¸¦ ¾ò´Â´Ù. ÀÌ·¸°Ô ¾ò¾îÁø °¡ÁßÄ¡ ±×·¡ÇÁÀÇ ÀÓº£µù °á°ú´Â °¡ÁßÄ¡ ±×·¡ÇÁ °£ À¯»çµµ ÃøÁ¤À̳ª À¯»ç °¡ÁßÄ¡ ±×·¡ÇÁ Ž»ö µî¿¡ È°¿ëµÉ ¼ö ÀÖ´Ù. ½ÇÁ¦ ¼·Î ´Ù¸¥ ±¸Á¶¿Í °¡ÁßÄ¡¸¦ °¡Áø ±×·¡ÇÁ µ¥ÀÌÅÍ¿¡ ´ëÇÑ ½ÇÇèÀ» ÅëÇØ, Á¦¾ÈÇÏ´Â ÀÓº£µù ±â¹ýÀÌ À¯»çÇÑ °¡ÁßÄ¡ ±×·¡ÇÁ¸¦ Ž»öÇϴµ¥ ¸Å¿ì È¿°úÀûÀÓÀ» È®ÀÎÇÏ¿´´Ù.
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¿µ¹®³»¿ë (English Abstract) |
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Å°¿öµå(Keyword) |
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