TY - JOUR
T1 - Let the Information Fly
T2 - Reconstructing Social Network After a Node Deleted
AU - Li, Shiou Chi
AU - Huang, Jen Wei
N1 - Publisher Copyright:
© 1989-2012 IEEE.
PY - 2024/3/1
Y1 - 2024/3/1
N2 - Despite considerable research into information diffusion, most models focus on static networks. Networks in the real world change over time and information is lost when a node disappears. We sought to resolve the problem of information loss by defining information and information loss in general terms. Experiments demonstrate the efficacy of the proposed scheme in resolving problems of information loss in real-world networks using only a few edges.
AB - Despite considerable research into information diffusion, most models focus on static networks. Networks in the real world change over time and information is lost when a node disappears. We sought to resolve the problem of information loss by defining information and information loss in general terms. Experiments demonstrate the efficacy of the proposed scheme in resolving problems of information loss in real-world networks using only a few edges.
UR - http://www.scopus.com/inward/record.url?scp=85167783604&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85167783604&partnerID=8YFLogxK
U2 - 10.1109/TKDE.2023.3303488
DO - 10.1109/TKDE.2023.3303488
M3 - Article
AN - SCOPUS:85167783604
SN - 1041-4347
VL - 36
SP - 1198
EP - 1209
JO - IEEE Transactions on Knowledge and Data Engineering
JF - IEEE Transactions on Knowledge and Data Engineering
IS - 3
ER -