Á¤º¸Ã³¸®ÇÐȸ ³í¹®Áö ¼ÒÇÁÆ®¿þ¾î ¹× µ¥ÀÌÅÍ °øÇÐ
Current Result Document :
ÇѱÛÁ¦¸ñ(Korean Title) |
Æ®À§Å͸¦ ÀÌ¿ëÇÑ ÁúÀÇ¾î °ü·Ã À̽´ ŽÁö¸¦ À§ÇÑ ÀÎÁ¢µµ Çà·Ä ±â¹Ý ¿¬°ü ¾îÈÖ ÃßÃâ |
¿µ¹®Á¦¸ñ(English Title) |
Related Term Extraction with Proximity Matrix for Query Related Issue Detection using Twitter |
ÀúÀÚ(Author) |
±èÁ¦»ó
Á¶È¿±Ù
±èµ¿¼º
±èº´¸¸
ÀÌÇö¾Æ
Je-Sang Kim
Hyo-Geun Jo
Dong-Sung Kim
Byeong Man Kim
Hyun Ah Lee
|
¿ø¹®¼ö·Ïó(Citation) |
VOL 03 NO. 01 PP. 0031 ~ 0036 (2014. 01) |
Çѱ۳»¿ë (Korean Abstract) |
Æ®À§ÅÍ¿Í ÆäÀ̽ººÏ µîÀÇ SNS(Social Network Service)´Â ÀÏ¹Ý ´ëÁßÀÇ °ü½É»ç³ª Æ®·»µå µîÀÇ À̽´¸¦ ŽÁöÇϱâ ÁÁÀº Áö½Ä¿øÀÌ´Ù. º» ³í¹®¿¡¼´Â °Ë»ö ÁúÀǾ °ü·ÃµÈ À̽´³ª ÈÁ¦¸¦ ÁúÀǾ ´ëÇÑ ¿¬°ü ¾îÈÖ·Î º¸°í, À̸¦ Æ®À§ÅÍ¿¡¼ ÃßÃâÇϱâ À§ÇÑ ¹æ¹ýÀ» Á¦¾ÈÇÑ´Ù. Á¦¾ÈÇÏ´Â ¹æ¹ý¿¡¼´Â ÁúÀǾî¿Í ¿¬°ü¼ºÀÌ ³ôÀº ´Ü¾î´Â ÁúÀǾî¿Í °¡±î¿î À§Ä¡¿¡¼ ÀÚÁÖ ¹ß»ýÇÑ´Ù°í °¡Á¤ÇÏ°í, ´Ü¾î °£ °Å¸®¿¡ ¹Ýºñ·ÊÇÏ°í °ø±â ºóµµ¿¡ ºñ·ÊÇÏ´Â ´Ü¾î °£ ÀÎÁ¢µµÀÇ ÇÕÀ¸·Î ´Ü¾î°£ ¿¬°üµµ¸¦ ±¸ÇÑ´Ù. ±¸ÇØÁø ¿¬°üµµ °ªÀÌ ÀÓ°èÄ¡¸¦ ³Ñ´Â ¾îÈÖ¸¦ ¿¬°ü ¾îÈÖ·Î º¸°í ³×Æ®¿öÅ©ÀÇ ÇüÅ·Π°ü·Ã À̽´¸¦ Á¦½ÃÇÑ´Ù. Á¦¾ÈÇÑ ¹æ¹ý¿¡¼´Â ³×Æ®¿öÅ©ÀÇ Æ¯¼ºÀ» ºÐ¼®ÇÏ¿© º¹Çվ ¼Õ½±°Ô ŽÁöÇÒ ¼ö ÀÖ´Ù. |
¿µ¹®³»¿ë (English Abstract) |
Social network services(SNS) including Twitter and Facebook are good resources to extract various issues like public interest, trend and topic. This paper proposes a method to extract query-related issues by calculating relatedness between terms in Twitter. As a term that frequently appears near query terms should be semantically related to a query, we calculate term relatedness in retrieved documents by summing proximity that is proportional to term frequency and inversely proportional to distance between words. Then terms, relatedness of which is bigger than threshold, are extracted as query-related issues, and our system shows those issues with a connected network. By analyzing single transitions in a connected network, compound words are easily obtained. |
Å°¿öµå(Keyword) |
¿¬°ü ¾îÈÖ
ÀÎÁ¢µµ Çà·Ä
ÁúÀÇ¾î °ü·Ã À̽´
Related Term
Proximity Matrix
À̽´ ÀÚµ¿ ŽÁö
SNS
Query Related Issue
Issue Detection
SNS
|
ÆÄÀÏ÷ºÎ |
PDF ´Ù¿î·Îµå
|