0000000000856066

AUTHOR

Matteo Castiglioni

showing 2 related works from this author

Election Manipulation on Social Networks: Seeding, Edge Removal, Edge Addition

2021

We focus on the election manipulation problem through social influence, where a manipulator exploits a social network to make her most preferred candidate win an election. Influence is due to information in favor of and/or against one or multiple candidates, sent by seeds and spreading through the network according to the independent cascade model. We provide a comprehensive study of the election control problem, investigating two forms of manipulations: seeding to buy influencers given a social network, and removing or adding edges in the social network given the seeds and the information sent. In particular, we study a wide range of cases distinguishing for the number of candidates or the…

Social and Information Networks (cs.SI)FOS: Computer and information sciencesArtificial Intelligence (cs.AI)Artificial IntelligenceComputer scienceComputer Science - Artificial IntelligenceSeedingComputer Science - Social and Information NetworksEdge (geometry)Topology
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Election Manipulation on Social Networks with Messages on Multiple Candidates

2019

We study the problem of election control through social influence when the manipulator is allowed to use the locations that she acquired on the network for sending \emph{both} positive and negative messages on \emph{multiple} candidates, widely extending the previous results available in the literature that study the influence of a single message on a single candidate. In particular, we provide a tight characterization of the settings in which the maximum increase in the margin of victory can be efficiently approximated and of those in which any approximation turns out to be impossible. We also show that, in simple networks, a large class of algorithms, mainly including all approaches recen…

FOS: Computer and information sciencesComputer Science - Computer Science and Game TheoryComputer Science and Game Theory (cs.GT)
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