In many coalition formation games the utility of the agents depends on a social network. In such scenarios there might be a manipulative agent that would like to manipulate his connections in the social network in order to increase his utility. We study a model of coalition formation in which a central organizer, who needs to form $k$ coalitions, obtains information about the social network from the agents. The central organizer has her own objective: she might want to maximize the utilitarian social welfare, maximize the egalitarian social welfare, or simply guarantee that every agent will have at least one connection within her coalition. In this paper we study the susceptibility to manipulation of these objectives, given the abilities and information that the manipulator has. Specifically, we show that if the manipulator has very limited information, namely he is only familiar with his immediate neighbours in the network, then a manipulation is almost always impossible. Moreover, if the manipulator is only able to add connections to the social network, then a manipulation is still impossible for some objectives, even if the manipulator has full information on the structure of the network. On the other hand, if the manipulator is able to hide some of his connections, then all objectives are susceptible to manipulation, even if the manipulator has limited information, i.e., when he is familiar with his immediate neighbours and with their neighbours.
翻译:在许多联盟组织游戏中,代理商的效用取决于社会网络。在这种情况下,可能有一个操纵代理人想操纵其在社会网络中的联系,以增加他的效用。我们研究联盟的形成模式,其中中央组织者需要组建美元联盟,从代理商那里获得有关社会网络的信息。中央组织者有自己的目标:她可能想要最大限度地增加功利主义的社会福利,最大限度地扩大平等的社会福利,或仅仅保证每个代理商至少在其联盟中有一个联系。在本文中,我们研究的是,鉴于操纵者所拥有的能力和信息,操纵者是否容易操纵这些目标。具体地说,我们表明,如果操纵者的信息非常有限,即他只熟悉网络中的近邻,那么操纵几乎永远是不可能的。此外,如果操纵者只能增加社交网络的连接,那么,即使操纵者掌握网络结构的全部信息,也仍然无法操纵某些目标。另一方面,如果操纵者能够隐藏某些联系,那么,如果他与其熟悉的邻居的联系是有限的,那么所有目标都有可能被操纵。