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Stability of Influence Maximization

Published on Oct 07, 20142200 Views

Xinran He

In the well-studied Influence Maximization problem, the goal is to identify a set of k nodes in a social network whose joint influence on the network is maximized. A large body of recent work has just

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Data MiningKnowledge Extraction

Chapter list

Stability of Influence Maximization00:00
Diffusion In Social Networks - 100:03
Diffusion In Social Networks - 200:15
Diffusion In Social Networks - 300:20
Diffusion In Social Networks - 400:30
Diffusion In Social Networks - 500:40
Diffusion In Social Networks - 600:46
Diffusion In Social Networks - 700:54
Diffusion In Social Networks - 800:54
Diffusion In Social Networks - 900:56
Diffusion In Social Networks - 1000:56
IC Model & Influence Maximization - 100:58
IC Model & Influence Maximization - 202:36
Uncertainty in Influence Strength - 102:49
Uncertainty in Influence Strength - 203:15
Uncertainty in Influence Strength - 303:30
Uncertainty in Influence Strength - 403:42
Uncertainty in Influence Strength - 503:45
Uncertainty in Influence Strength - 603:51
Uncertainty in Influence Strength - 704:09
Uncertainty in Influence Strength - 804:36
Uncertainty in Influence Strength - 904:46
Uncertainty in Influence Strength - 1004:58
An Extreme Example - 105:02
An Extreme Example - 205:16
An Extreme Example - 305:25
An Extreme Example - 405:32
An Extreme Example - 505:43
An Extreme Example - 605:44
An Extreme Example - 705:53
An Extreme Example - 805:55
An Extreme Example - 905:59
An Extreme Example (Cont.) - 106:05
An Extreme Example (Cont.) - 206:13
An Extreme Example (Cont.) - 306:20
An Extreme Example (Cont.) - 406:21
An Extreme Example (Cont.) - 506:23
Diagnosing Instability - 106:45
Diagnosing Instability - 207:01
Diagnosing Instability - 307:14
Diagnosing Instability - 407:26
Diagnosing Instability - 507:43
Diagnosing Instability - 607:50
Diagnosing Instability - 708:06
Diagnosing Instability - 808:21
Diagnosing Instability - 908:35
Diagnosing Instability - 1008:46
Influence Difference Maximization - 109:13
Influence Difference Maximization - 209:50
Influence Difference Maximization - 310:04
Main Theory Result10:39
Conclusion12:27
Future work13:54
Questions?15:36