WebGiven a social network G, a cost associated with each node, and a budget B, the budgeted influence maximization (BIM) problem aims to find a set S of nodes, denoted as the seed set, that maximizes the expected number of influenced users under the constraint that the total cost of the users in S is no larger than B. The current state-of-the-art practical … WebMar 1, 2024 · Given a social network G , a cost associated with each node, and a budget B , the budgeted influence maximization (BIM) problem aims to find a set S of nodes, denoted as the seed set, that ...
Budgeted Competitive Influence Maximization on Online ... - Spring…
WebMay 1, 2024 · Given a social network where the users are associated with non-uniform selection cost, the problem of Budgeted Influence Maximization (BIM in short) asks for selecting a subset of the nodes within an allocated budget for initial activation, such that due to the cascading effect, influence in the network is maximized.In this paper, we study … WebApr 24, 2024 · We apply CO to a new budgeted variant of the Influence Maximization (IM) semi-bandits with linear generalization of edge weights. Combining CO with the oracle we designed for the offline problem, our online learning algorithm tackles the budget allocation, parameter learning, and reward maximization challenges simultaneously. emergency window glass repair
[PDF] Budgeted Online Influence Maximization Semantic …
WebNov 18, 2024 · In this paper, we introduce the problem named Budgeted Competitive Influence Maximization (\({\mathsf {BCIM}}\)) which takes into account both arbitrary cost for selecting a node in set seed and … WebApr 19, 2012 · Abstract: Given a budget and arbitrary cost for selecting each node, the budgeted influence maximization (BIM) problem concerns selecting a set of seed nodes … WebJun 1, 2024 · In order to develop an optimal strategy to the competitive diffusions of information, a problem named dominated competitive influence maximization (DCIM) is … emergency window