µ¥ÀÌÅͺ£À̽º ¿¬±¸È¸Áö(SIGDB)
ÇѱÛÁ¦¸ñ(Korean Title) |
SNS¿¡¼ Á¤º¸ÃßõÀ» Áö¿øÇÏ´Â MongoDB ½ºÅ°¸¶ÀÇ ¼³°è ¹× ±¸Çö |
¿µ¹®Á¦¸ñ(English Title) |
A MongoDB Schema Supporting Information Recommendation for SNS |
ÀúÀÚ(Author) |
±è¿¬Á¤
Tian Lianhua
±èº¸Çö
À̹μö
Yeunjung Kim
Bohyun Kim
Minsoo Lee
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¿ø¹®¼ö·Ïó(Citation) |
VOL 29 NO. 01 PP. 0107 ~ 0118 (2013. 04) |
Çѱ۳»¿ë (Korean Abstract) |
¼Ò¼È ³×Æ®¿öÅ©¿¡¼ »ý¼ºÇÏ´Â ºò µ¥ÀÌÅÍ¿¡´Â »ç¶÷µéÀÇ °ü°è, ½Ã°£, °ø°£ µî ½ÇÁ¦ ¼¼»óÀÇ ¸ðµç °Í¿¡ °üÇÑ Á¤º¸°¡ ´ã°Ü ÀÖÀ¸¸ç, ¿ì¸®´Â ÀÌ ¹æ´ëÇÑ ¾çÀÇ µ¥ÀÌÅ͵éÀ» ¼öÁýÇÏ°í ÀúÀåÇÒ ¼ö ÀÖ°Ô µÇ¾ú´Ù. ÇÏÁö¸¸ µ¥ÀÌÅÍ°¡ ¸¹¾ÆÁú¼ö·Ï ±× ¾È¿¡¼ Àڽſ¡°Ô Àǹ̰¡ ÀÖ°í ÇÊ¿äÇÑ Á¤º¸¸¦ ¾ò´Â °ÍÀº ´õ¿í ¾î·Á¿öÁø´Ù. ÀÌ¿¡ ºò µ¥ÀÌÅ͸¦ ÀÌ¿ëÇÏ¿© °³°³ÀÎÀÇ Æ¯¼ºÀ» ¹Ý¿µÇÑ Á¤È®µµ ³ôÀº ¸ÂÃãÇü Á¤º¸Ãßõ ½Ã½ºÅÛÀÌ ÇÊ¿äÇÏ´Ù. º» ³í¹®¿¡¼´Â SNS¿¡¼ Á¦°øµÇ°í ÀÖ´Â ºò µ¥ÀÌÅÍÀÇ Æ¯¼ºÀ» ºÐ¼®ÇÏ¿© Á¤º¸Ãßõ¿¡ ¿µÇâÀ» ÁÖ´Â ¿ä¼ÒµéÀ» ã¾Æ³»°í ¿ä¼Òµé °£ÀÇ º¹ÀâÇÑ °ü°è¼ºÀ» ÆľÇÇÏ¿´À¸¸ç ÀÌ·¸°Ô ºÐ¼®µÈ ¿ä¼Ò¿Í °ü°è¸¦ ±â¹ÝÀ¸·Î Á¤º¸ Ãßõ ½Ã½ºÅÛ¿¡¼ »ç¿ëÇÒ ºò µ¥ÀÌÅÍ ¸ðµ¨À» ¼³°èÇÏ¿´´Ù. ¶ÇÇÑ ¼³°èµÈ ºò µ¥ÀÌÅÍ ¸ðµ¨À» ±â¹ÝÀ¸·Î Ãßõ ½Ã½ºÅÛ¿¡ ÀûÇÕÇÑ µ¥ÀÌÅͺ£À̽º ½ºÅ°¸¶¸¦ ¼³°èÇÏ°í ³ôÀº À¯¿¬¼ºÀ» °¡Áö´Â MongoDB¸¦ »ç¿ëÇÏ¿© ±¸ÇöÇÏ¿´´Ù.
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¿µ¹®³»¿ë (English Abstract) |
Big data created by Social network contains all sorts of information of the real world such as human relations, time, space and etc. Now it is possible to collect huge amount of data and store it. But the more data we get, the more difficult it is to get the meaningful and requisite information for each person. Thus, it is necessary for us to have a customized information recommendation system with a high degree of accuracy which reflects personal characteristics using big data. In this paper, we organized key factors that affect the information recommendation by analyzing the characteristics of big data provided by SNS and grasped the intricate relations between them. On the basis of these key factors and relations, we designed a big data model and embodied it for information recommendation systems using MongoDB.
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Å°¿öµå(Keyword) |
ºò µ¥ÀÌÅÍ
¼Ò¼È ³×Æ®¿öÅ©
Á¤º¸Ãßõ
µ¥ÀÌÅÍ ¸ðµ¨¸µ
Big data
Social network
Information recommendation
Data modeling
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ÆÄÀÏ÷ºÎ |
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