… spread of an innovation or behavior within a social network, in the presence of “word-of…
model of influence propagation that we term the decreasing cascade model, generalizing models …

… information diffusion models from recent decades. From a research process view, we
divide the diffusion models into two categories—explanatory models and predictive models—in …

… We therefore introduce a multi-stage diffusion model to cope … diffusion models can recover
the diffusion parameters from the observed diffusion data, which allows us to model diffusion …

… Nevertheless, the current social recommendation models simply developed static models …
without simulating the recursive diffusion in the global social network, leading to suboptimal …

… to the growing literature on diffusion over social networks (eg, [3], [5]–[8]). Our study is most
relevant to the literature which measure the effect of clustering on innovation diffusion [5]–[7], […

… diffusion model (GADM) can also model complex phenomena such as information diffusion.
… modeling information flow in a large, dynamic social network derived from e-mail headers. …

… to analysis of social influence and its diffusion models. … social influence. Finally, We discussed
various information diffusion models such as threshold model, cascading model, epidemic …

… There are numerous factors that a«ect the information di«usion process, and there can be
a number of di«erent models. Model selection is a big challenge in social network analysis …

… social network have an ability to learn from historical information, based on which we propose
a new information diffusion model on social networks… is a simplified diffusion model, it well …

… studies and diffusion models to understand how information propagates in online social
networks; … In this paper, we propose an information diffusion model inspired by information …