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Phase Transitions in Coevolving Helping Networks - Google Sites
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Phase Transitions in Coevolving Helping Networks - Google Sites
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in evolving weighted networks. PLoS ONE 6, e22687 (2011) ... t â 1 t â 2. Target! (p. GA. ) Ρi!j â wij. Target &a
Emergence of bursts and communities in evolving weighted networks PLoS ONE 6, e22687 (2011)
Hang-Hyun Jo, Raj Kumar Pan, and Kimmo Kaski Department of Biomedical Engineering and Computational Science Aalto University, Finland
weight
burst
?
community
Burst
Community
¿ (inter-event time)
P (¿) » ¿
¡ 0:7
Oij =
j¤ i \ ¤ j j (overlap) j¤ i [ ¤ j j
O(w) [Karsai et al., PRE ’11]
[Onnela et al., PNAS ’07]
event
strong link
weak link
inter-event time
time
time
Weight = Events
Community Model [Kumpula et al., PRL ’07]
global attachment
local attachment
(1)
(pLA )
reset node global attachment (pGA )
preferential neighboring interaction
Triangular Chain Interaction (TCI) = temporal extension of local attachment
t (pLA )
t¡ 1
i
t+1
k t¡ 2
(1)
j
Target & Call At time step t
Target!
t¡ 2 t¡ 1 First, TCI is continued.
t t¡ 1
(pGA )
Pi!j / wij
t¡ 2 t (pLA )
Call!
busy! always AND protocol
OR protocol
Original OR model
AND model
Without links with w=1
OR Model hki ¼ 10:1; hci ¼ 0:08
! pLA = 0:013; pGA = 0:1
c(k) » k¡ 1
s(k) » k
P(¿) » ¿¡ ® exp(¡ ¿=¿c)
® ¼ 2:5 for pLA = 0:013 ® ¼ 1:2 for pLA = 0:1
AND Model hki ¼ 9:6; hci ¼ 0:13
! pLA = 0:07; pGA = 0:1
® ¼ 0:8 for pLA = 0:07 ® ¼ 0:6 for pLA = 0:4 c(k) » k¡ 1
s(k) » k
c(k) =
2e » k¡ 2 k(k ¡ 1)
Link Percolation OR model
Mobile phone call network
AND model
Why Bursty?
Pi!j / wij → preferential selection of neighbor
~ priority queuing process [Barabasi, Nature ’05] t=0
0.6
0.8
0.1
0.9
0.3
t=1
0.6
0.8
0.1
0.5
0.3
t=2
0.6
0.2
0.1
0.5
0.3
t=3
0.4
0.2
0.1
0.5
0.3
¿=2
weight
burst
Tri-Chain Interaction
community
(Pi!j / wij )
Thank you!
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