New trends in influence maximization models
Witryna31 sie 2024 · 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 justified research on Influence Maximization models and algorithms with their potential to create societal or economic value. Witryna15 mar 2016 · A social network is modelled as a directed graph G.For the purpose of studying the propagation of influence, at a time t each node in G is either active (i.e., has adopted the new information) or inactive.As will be seen in Sect. 2.1 below, in the propagation models we use, the set of active nodes in G increases monotonously …
New trends in influence maximization models
Did you know?
Witryna1 mar 2024 · We investigate influence-diffusion modeling and maximization in the setting of viral marketing, in which a node’s influence is measured by the number of … Witryna5 New Business Trends to Make or Break Success in 2024 1 Maximizing business impact through data insights 2 Understanding the potential and pitfalls of…
Witryna1 cze 2024 · The influence spread under IC and LT models between the algorithms are mostly similar, as can be seen in Fig. 2 and Fig. 3.This benchmark is just used to … Witryna13 kwi 2012 · Time-critical influence maximization under the time-delayed IC model maintains desired properties such as submodularity, which allows a greedy algorithm to achieve an approximation ratio of 1-1/e, to circumvent the NP-hardness of the problem. Influence maximization is a problem of finding a small set of highly influential users …
Witryna2 lut 2024 · Starting with the earliest studies showing that the spread of new trends, information, and innovations is closely related to the social influence exerted on people by their social networks, the research on social influence theory took off, providing remarkable evidence on social influence induced viral phenomena. Witryna21 maj 2016 · This paper introduces a new Online Competitive Influence Maximization problem, where two competing items propagate in the same network and influence probabilities on edges are unknown, and adapts the combinatorial multi-armed bandit framework for the OCIM problem, but unlike the non-competitive setting, the important …
Witryna1 wrz 2024 · Based on different influence propagation models, many new models and methods for influence maximization on networks have been proposed. As an …
Witryna1 maj 2024 · The influence analysis is an essential technique supporting the understanding of real-life activities. Accordingly, certain reviews and surveys have … ily bbgWitryna15 mar 2024 · The influence maximization problem can be modelled as an optimization problem with cost functions such as the influentiality of the nodes and the distance … ilybag reviewsWitrynaThe influence analysis is an essential technique supporting the understanding of real-life activities. Accordingly, certain reviews and surveys have been presented, focusing on … ily bnt statiWitryna18 paź 2024 · The influence maximization problem believes that the top-k nodes with strong propagation ability are influential ... New trends in influence maximization models. Comput Sci Rev 40:100393. Article MATH Google Scholar Rui X, Meng F, Wang Z, Yuan G (2024) A reversed node ranking approach for influence … ilybylh meaningWitryna1 lip 2024 · New trends in influence maximization models. Article. May 2024; Mehdi Azaouzi; Wassim Mnasri; Lotfi Ben Romdhane; The growing popularity of social networks is providing a promising opportunity for ... ilya yashin found guWitryna10 wrz 2014 · New trends in influence maximization models. 2024, Computer Science Review. Show abstract. The growing popularity of social networks is providing a promising opportunity for different practical applications. The influence analysis is an essential technique supporting the understanding of real-life activities. Accordingly, … ily baby videoWitryna1 paź 2024 · Influence maximization is a classic optimization problem to find a subset of seed nodes in a social network that has a maximum influence with respect to a propagation model. ily buffet in 60901