International audienceWe address the problem of influence maximization when the social network is accompanied by diffusion cascades. In the literature, such information is used to compute influence probabilities, which is utilized by stochastic diffusion models in influence maximization. Motivated by the recent criticism on diffusion models and the galloping advancements in influence learning, we propose IMINFECTOR (Influence Maximization with INFluencer vECTORs), a method that uses representations learned from diffusion cascades to perform model-independent influence maximization. The first part of our methodology is a multi-task neural network that learns embeddings of nodes that initiate cascades (influencer vectors) and embeddings of no...
Can we learn the influence of a set of people in a social network from cascades of informa-tion diff...
Can we learn the influence of a set of people in a social network from cascades of informa-tion diff...
The objective of viral marketing is to leverage a social network to spread awareness about a specifi...
International audienceWe address the problem of influence maximization when the social network is ac...
International audienceWe address the problem of influence maximization when the social network is ac...
International audienceFinding a set of users that can maximize the spread of information in a social...
International audienceFinding a set of users that can maximize the spread of information in a social...
International audienceThe problem of maximizing or minimizing the spreading in a social network has ...
International audienceThe problem of maximizing or minimizing the spreading in a social network has ...
International audienceThe problem of maximizing or minimizing the spreading in a social network has ...
International audienceThe problem of maximizing or minimizing the spreading in a social network has ...
International audienceThe problem of maximizing or minimizing the spreading in a social network has ...
International audienceThe problem of maximizing or minimizing the spreading in a social network has ...
Influence maximization (IM) is the process of choosing a set of seeds from a social network so that ...
Can we learn the influence of a set of people in a social network from cascades of informa-tion diff...
Can we learn the influence of a set of people in a social network from cascades of informa-tion diff...
Can we learn the influence of a set of people in a social network from cascades of informa-tion diff...
The objective of viral marketing is to leverage a social network to spread awareness about a specifi...
International audienceWe address the problem of influence maximization when the social network is ac...
International audienceWe address the problem of influence maximization when the social network is ac...
International audienceFinding a set of users that can maximize the spread of information in a social...
International audienceFinding a set of users that can maximize the spread of information in a social...
International audienceThe problem of maximizing or minimizing the spreading in a social network has ...
International audienceThe problem of maximizing or minimizing the spreading in a social network has ...
International audienceThe problem of maximizing or minimizing the spreading in a social network has ...
International audienceThe problem of maximizing or minimizing the spreading in a social network has ...
International audienceThe problem of maximizing or minimizing the spreading in a social network has ...
International audienceThe problem of maximizing or minimizing the spreading in a social network has ...
Influence maximization (IM) is the process of choosing a set of seeds from a social network so that ...
Can we learn the influence of a set of people in a social network from cascades of informa-tion diff...
Can we learn the influence of a set of people in a social network from cascades of informa-tion diff...
Can we learn the influence of a set of people in a social network from cascades of informa-tion diff...
The objective of viral marketing is to leverage a social network to spread awareness about a specifi...