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1 ARG WI2 No.6, 2015 a b b a) yoshitake@nanase.comm.eng.osaka-u.ac.jp b) {naoko, babaguchi}@comm.eng.osaka-u.ac.jp 1 Citizen Sensor [1] Twitter 140 Twitter Sakaki [2] [3] Massoudi [4] [5] Copyright is held by the author(s). The article has been published without reviewing. 2 2 q Twitter q

2 Web 1 q q Step1) Twitter Step2) (w i, w j ) S(w i, w j ) Step3) q I Twitter MeCab[6] URL 2.2 (w i, w j ) S(w i, w j ) I w i w j 1 2 w i w j B(w i, w j ) B(w i, w j ) w i w j B(w i, w j ) β (w i, w j )

3 Proceedings of ARG WI2 3 4 S(w i, w j ) (w i, w j ) (w i, w j ) S(w i, w j ) S(w i, w j ) = 1 (w i, w j ) S x (w i, w j ) S x+1 (w i, w j ) S x+1 (w i, w j ) = c 1 S x (w i, w j ) d1 (1) d 1 < 1 (w i, w j ) S x+1 (w i, w j ) S x+1 (w i, w j ) = c 2 S x (w i, w j ) d2 (2) d 2 > 1 (1) (2) 3 d 1 < 1 (1) S max d 2 > 1 (2) 0 (2) (1) c 1 c 2 S(w i, w j ) S max c 1 = S (1 d 1) max (3) c 2 = S (1 d2) max (4) S(w i, w j ) < 1 (w i, w j ) 2.3 q q q q q w q S(q, w) 1 w a) q q q b) q q q c) 4

4 Web MeCab SVM /10/ /11/ ,134,159 I 24 S max = 10 β = 2.0 d 1 = 0.4 d 2 = /11/ /7 11/16 q P N AP N P N = R N (5) AP N = 1 N R k=1 (P k rel (k)) (6) R N rel(k) 1 q P 10 P 30 P 50 AP 10 AP 30 AP 50 11/ / / P 24 = AP 24 = / / / / / / / k q 11/ q 11/7 q 2 S(q, w) 1.0 w q q q q q S(q, w) 1.0 w 11/7 11/16 q 3 4 q 5 6 q 7 8 q 9 10 q 11/7 2-1

5 Proceedings of ARG WI2 2 11/7 q unko kanto JR ( ) (11/07 09:30) # # /07 17:15 # #Kanto 16:43 (17:09) Y378 #TrainDelay /7 q ( ˆ ˆ;) NHK (URL) 4 11/16 q (URL) (URL) /7 q [22:18 ] N37.1 E km M3.9 (URL) #earthquake /16 q FNN (URL) (URL) M /7 q #AmazonJP # (URL) #8: 10 KM-012 (URL) # #amazon 8 11/16 q ( ;) TBS News (URL) # /

6 Web 9 11/7 q by (URL) #FNN /16 q /11/16 # (URL) (URL) q /7 11/16 11/ q 11/ / q 11/ / /7 4 Twitter Twitter [1] Sheth, A.: Citizen Sensing, Social Signals, and Enriching Human Experience, IEEE Internet Computing, Vol. 13, No. 4, pp , [2] Sakaki, T., Okazaki, M. and Matsuo, Y.: Earthquake Shakes Twitter Users: Real-time Event Detection by Social Sensors, Proc. WWW, pp , [3] IFAT Vol. 111, No. 31, pp. 1-6, [4] Massoudi, K., Tsagkias, M., Dijke, M. D., et al.: Incorporating Query Expansion and Quality Indicators in Searching Microblog Posts, Proc. ECIR, pp , [5] Twitter DEIM forum C9-5, [6] MeCab Japanese morphological analyzer,

FIT2014( 第 13 回情報科学技術フォーラム ) RD-002 Web SNS Yuanyuan Wang Gouki Yasui Yuji Hosokawa Yukiko Kawai Toyokazu Akiyama Kazutoshi Sumiya 1. Twitter 1 Facebo

FIT2014( 第 13 回情報科学技術フォーラム ) RD-002 Web SNS Yuanyuan Wang Gouki Yasui Yuji Hosokawa Yukiko Kawai Toyokazu Akiyama Kazutoshi Sumiya 1. Twitter 1 Facebo RD-002 Web SNS Yuanyuan Wang Gouki Yasui Yuji Hosokawa Yukiko Kawai Toyokazu Akiyama Kazutoshi Sumiya 1. Twitter 1 Facebook 2 SNS SNS SNS Twitter SNS [1] SNS [2] Twitter Web Web Web Web SNS Web Web 2 Web

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