TY - JOUR
T1 - MIQM:Micro-blog influence quantification model based on linear weight
AU - Sun, Guozi
AU - Qiu, Chengyan
AU - Li, Huakang
N1 - Publisher Copyright:
© 2016, Editorial Department of Journal of Sichuan University (Engineering Science Edition). All right reserved.
PY - 2016/1/20
Y1 - 2016/1/20
N2 - Because of the lack of studies on micro-blog influence quantification, based on the linear weight, a quantitative model, named MIQM, was proposed, which was combined with number of comments, retweets, and the geographical distribution of spreading. The model considered both group's attention and information's diffusion. Impacts were analyzed locally and globally. The result showed that the correlation between MIQM local model and comments rate is 0.43, and the correlation between MIQM global model and number of retweets is 0.98, which means that the local model can highlight posts with high attention, and global model can find posts with wide spreading.
AB - Because of the lack of studies on micro-blog influence quantification, based on the linear weight, a quantitative model, named MIQM, was proposed, which was combined with number of comments, retweets, and the geographical distribution of spreading. The model considered both group's attention and information's diffusion. Impacts were analyzed locally and globally. The result showed that the correlation between MIQM local model and comments rate is 0.43, and the correlation between MIQM global model and number of retweets is 0.98, which means that the local model can highlight posts with high attention, and global model can find posts with wide spreading.
KW - Information analysis
KW - MIQM
KW - Micro-blog
KW - Social networking (online)
UR - http://www.scopus.com/inward/record.url?scp=84960474839&partnerID=8YFLogxK
U2 - 10.15961/j.jsuese.2016.01.012
DO - 10.15961/j.jsuese.2016.01.012
M3 - Article
AN - SCOPUS:84960474839
SN - 1009-3087
VL - 48
SP - 78
EP - 84
JO - Sichuan Daxue Xuebao (Gongcheng Kexue Ban)/Journal of Sichuan University (Engineering Science Edition)
JF - Sichuan Daxue Xuebao (Gongcheng Kexue Ban)/Journal of Sichuan University (Engineering Science Edition)
IS - 1
ER -