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Current Result Document :
ÇѱÛÁ¦¸ñ(Korean Title) |
ÁúÀÇ¾î ´ÜÀ§ ÇÁ·ÎÆÄÀϸµÀ» ÀÌ¿ëÇÑ ºÏ¸¶Å© ±â¹Ý °³ÀÎÈ °Ë»ö |
¿µ¹®Á¦¸ñ(English Title) |
Bookmark-Based Personalized Search through Query-Level User Profiling |
ÀúÀÚ(Author) |
±èÇöÁö
¹èµ¿È¯
°í¹Î»ï
À̹®¿ë
Hyun Ji Kim
Dong Hwan Bae
Minsam Ko
Mun Yong Yi
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¿ø¹®¼ö·Ïó(Citation) |
VOL 19 NO. 03 PP. 0153 ~ 0157 (2013. 03) |
Çѱ۳»¿ë (Korean Abstract) |
º» ³í¹®¿¡¼´Â °³ÀÎÈ °Ë»ö ½Ã »ç¿ëÀÚÀÇ ´ÜÀÏ ÇÁ·ÎÆÄÀÏÀÌ °³ÀÎÀÇ ´Ù¾çÇÑ Á¤º¸ ¿ä±¸¸¦ ¸¸Á·½ÃÅ°Áö ¸øÇÏ´Â ¹®Á¦¸¦ °³¼±ÇÏ°íÀÚ, ÁúÀǾ µû¶ó ÇÁ·ÎÆÄÀÏÀ» Á¶Á¤ÇÏ´Â ¹æ¹ýÀ» Á¦¾ÈÇÑ´Ù. ƯÈ÷, Á¦¾ÈÇÏ´Â ¹æ¹ýÀº ÁúÀǾ °üÇØ »ç¿ëÀÚ°¡ Áß¿äÇÏ°Ô »ý°¢ÇÏ´Â ´Ü¾îµéÀ» ºÏ¸¶Å© µ¥ÀÌÅͷκÎÅÍ ÃßÃâÇÏ¿© ÇÁ·ÎÆÄÀÏ Á¶Á¤¿¡ È°¿ëÇÑ´Ù. À¯¸í ºÏ¸¶Å© ¼ºñ½º Á¦°øÀÚÀÎ CiteULikeÀÇ µ¥ÀÌÅ͸¦ È°¿ëÇÑ ½ÇÇè¿¡¼, º» ¿¬±¸¿¡¼ Á¦¾ÈÇÏ´Â ¹æ¹ýÀÌ ´ÜÀÏ ÇÁ·ÎÆÄÀÏ¿¡ ±â¹ÝÇÑ ±âÁ¸ÀÇ ¹æ¹ýº¸´Ù ´õ ¶Ù¾î³ °³ÀÎÈ °Ë»ö °á°ú¸¦ Á¦°øÇÔÀ» È®ÀÎÇÒ ¼ö ÀÖ¾ú´Ù.
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¿µ¹®³»¿ë (English Abstract) |
The approach of a single user profiling for personalized search does not satisfy a person"fs diverse information needs. This paper presents a new approach, query-level user profiling, for personalized search in order to improve the situation. Our proposed method extracts query-related words from each user"fs bookmarking data and makes use of them in the process of adjusting the user"fs profile. We tested our approach using the field data obtained from CiteULike, a popular bookmarking service provider on the Web. Our experiment results show that the proposed approach through querylevel user profiling outperforms the existing personalized search method based on single user profiling.
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Å°¿öµå(Keyword) |
»ç¿ëÀÚ ÇÁ·ÎÆÄÀÏ
°³ÀÎÈ °Ë»ö
ºÏ¸¶Å©
user profile
personalized search
bookmark
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