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» Inferring networks of diffusion and influence
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ECAI
2010
Springer
13 years 10 months ago
Context-Specific Independence in Directed Relational Probabilistic Models and its Influence on the Efficiency of Gibbs Sampling
Abstract. There is currently a large interest in relational probabilistic models. While the concept of context-specific independence (CSI) has been well-studied for models such as ...
Daan Fierens
KDD
2003
ACM
269views Data Mining» more  KDD 2003»
14 years 9 months ago
Maximizing the spread of influence through a social network
Models for the processes by which ideas and influence propagate through a social network have been studied in a number of domains, including the diffusion of medical and technolog...
David Kempe, Jon M. Kleinberg, Éva Tardos
HICSS
2000
IEEE
144views Biometrics» more  HICSS 2000»
14 years 1 months ago
Diffusion Follows Structure - A Network Model of the Software
By conducting simulations, we show that the structure of the personal networks significantly influences the diffusion processes in network effect markets like the software market....
Falk von Westarp, Oliver Wendt
HICSS
2003
IEEE
117views Biometrics» more  HICSS 2003»
14 years 2 months ago
The German Mobile Standards Battle
The diffusion of innovations has long been a research domain in IS research. Yet, there is no sound theory nor practice to fully understand the complex mechanisms behind networks ...
Roman Beck, Daniel Beimborn, Tim Weitzel
ICWSM
2010
13 years 10 months ago
Sequential Influence Models in Social Networks
The spread of influence among individuals in a social network can be naturally modeled in a probabilistic framework, but it is challenging to reason about differences between vari...
Dan Cosley, Daniel P. Huttenlocher, Jon M. Kleinbe...