{"title":"Stability and Efficiency of Social Networks with Strategic, Resource Constrained Nodes","authors":"Ramasuri Narayanam, Y. Narahari","doi":"10.1109/CEC.2009.59","DOIUrl":null,"url":null,"abstract":"Recently, the topic of social network formation has received significant attention since the structure of thenetworks has a profound impact on the economic outcomes inmany real world applications such as large exchange markets, sponsored search auctions, and viral marketing. Stability and efficiency are two important properties which are sought in such networks. These two properties are both desirable but not always compatible. This paper investigates the tradeoff between stability and efficiency in a noncooperative game model of social network formation. In our model, we consider network formation in which each node can form at most k links due toscarcity of the resources. We formulate the network formation process as a strategic form game.We view the notion of stability as obtaining a Nash equilibrium outcome and efficiency as maximizing the value of the network. In this setting, we show that all efficient networks are stable in both the cases: (i) k = 1 and (ii) k = 2.","PeriodicalId":384060,"journal":{"name":"2009 IEEE Conference on Commerce and Enterprise Computing","volume":"96 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2009-07-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2009 IEEE Conference on Commerce and Enterprise Computing","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CEC.2009.59","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
Abstract
Recently, the topic of social network formation has received significant attention since the structure of thenetworks has a profound impact on the economic outcomes inmany real world applications such as large exchange markets, sponsored search auctions, and viral marketing. Stability and efficiency are two important properties which are sought in such networks. These two properties are both desirable but not always compatible. This paper investigates the tradeoff between stability and efficiency in a noncooperative game model of social network formation. In our model, we consider network formation in which each node can form at most k links due toscarcity of the resources. We formulate the network formation process as a strategic form game.We view the notion of stability as obtaining a Nash equilibrium outcome and efficiency as maximizing the value of the network. In this setting, we show that all efficient networks are stable in both the cases: (i) k = 1 and (ii) k = 2.
最近,社会网络形成的话题受到了极大的关注,因为网络的结构对许多现实世界的应用(如大型交易市场、赞助搜索拍卖和病毒式营销)的经济结果产生了深远的影响。稳定性和效率是这类网络所追求的两个重要特性。这两种特性都是可取的,但并不总是兼容的。本文研究了社会网络形成的非合作博弈模型中稳定性与效率的权衡问题。在我们的模型中,由于资源的稀缺性,我们考虑每个节点最多只能形成k个链路的网络结构。我们将网络的形成过程表述为一种战略形式博弈。我们认为稳定性的概念是获得纳什均衡结果,效率的概念是最大化网络的价值。在这种情况下,我们证明了所有有效网络在(i) k = 1和(ii) k = 2两种情况下都是稳定的。