KSC 2020
Current Result Document :
ÇѱÛÁ¦¸ñ(Korean Title) |
¿Â¶óÀÎ Çൿ ·Î±×¸¦ È°¿ëÇÑ Variational Autoencoders ±â¹ÝÀÇ Ãßõ ¸ðµ¨ °³¹ß |
¿µ¹®Á¦¸ñ(English Title) |
A Variational Autoencoders based Recommendation using the Online Behavior Log |
ÀúÀÚ(Author) |
±è°¡¿µ
°ûÁöÀ±
È«´Ù¿µ
±èÇöÈñ
GaYeong Kim
JeeYoon Kwak
DaYoung Hong
HyonHee Kim
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¿ø¹®¼ö·Ïó(Citation) |
VOL 47 NO. 02 PP. 1147 ~ 1149 (2020. 12) |
Çѱ۳»¿ë (Korean Abstract) |
Ãßõ ¸ðµ¨Àº ÀüÀÚ»ó°Å·¡ »ó¿¡¼ °í°´µé¿¡°Ô ÆíÀǸ¦ Á¦°øÇÏ°í ±¸¸Å¸¦ À¯µµÇϹǷΠ°¡Àå À¯¿ëÇÏ°Ô »ç¿ëµÇ´Â ¹æ¹ýÀÌ´Ù. ±âÁ¸ÀÇ Çù¾÷ÇÊÅ͸µ Ãßõ ¸ðµ¨Àº ÆòÁ¡ Á¤º¸¸¦ ÀÌ¿ëÇÏ¿© °í°´ÀÇ ¼±È£µµ¿Í À¯»çÇÑ ´Ù¸¥ °í°´ÀÌ ¼±È£ÇÏ´Â »óÇ°À» ÃßõÇÏ´Â ¹æ½ÄÀ̸ç, Ãßõ¿¡ ´ëÇ¥ÀûÀ¸·Î È°¿ëµÇ´Â ±â¹ýÀÌ´Ù. ÀÌ¿Í ´õºÒ¾î, ÃÖ±Ù µö·¯´× ±â¹ÝÀÇ Ãßõ ¸ðµ¨ÀÇ ¼º´ÉÇâ»óÀÌ ÀÔÁõµÇ´Â ¿¬±¸°¡ È°¹ßÈ÷ ÁøÇàµÇ°í ÀÖ´Ù. ÇÏÁö¸¸ ¾Õ¼ ¾ð±ÞÇÑ ÆòÁ¡ ±â¹Ý Ãßõ ¸ðµ¨Àº µ¥ÀÌÅÍ ¼öÁý¿¡ ¸¹Àº ½Ã°£°ú ºñ¿ëÀÌ µé°í, °´°ü¼ºÀ» º¸ÀåÇÏÁö ¸øÇÏ¿© ±âȸºñ¿ëÀÌ Å©´Ù. ±×¸®ÇÏ¿© º» ¿¬±¸¿¡¼´Â ¿Â¶óÀÎ Çൿ ·Î±×¸¦ ÀÌ¿ëÇÏ¿© ±âÁ¸ ÆòÁ¡ ±â¹Ý Ãßõ ¸ðµ¨ÀÇ ¹®Á¦Á¡À» ÇØ°áÇÑ´Ù. ¶ÇÇÑ, Ãßõ ¸ðµ¨ÀÇ ¼º´ÉÇâ»óÀ» À§ÇÏ¿© Variational Autoencoders (VAE) ¾Ë°í¸®ÁòÀ» Àû¿ëÇØ »õ·Î¿î Ãßõ ¸ðµ¨À» Á¦½ÃÇÑ´Ù. Á¦¾È ¸ðµ¨ÀÇ ¼º´ÉÆò°¡¸¦ À§ÇØ ±âÁ¸ Feature Distance (FD)¿Í ºñ±³ ºÐ¼®À» ½Ç½ÃÇÏ¿´À¸¸ç Á¦¾È ¸ðµ¨ÀÌ ±âº»ÀûÀÎ VAE Ãßõ ¸ðµ¨º¸´Ù ¿ì¼öÇÑ ¼º´ÉÀ» º¸¿© Çâ»óµÈ ¸ðµ¨ÀÓÀ» Áõ¸íÇÏ¿´´Ù.
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¿µ¹®³»¿ë (English Abstract) |
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Å°¿öµå(Keyword) |
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ÆÄÀÏ÷ºÎ |
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