Dynamic Competition Networks: detecting alliances and leaders

Dynamic Competition Networks: detecting alliances and leaders
复制标题

动态竞争网络:发现联盟和领导者

DOI:
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发表时间:
2018
期刊:
Workshop on Algorithms and Models for the Web-Graph
影响因子:
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通讯作者:
Rehan Malik
Rehan Malik
中科院分区:
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文献类型:
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作者:
A. Bonato;Nicole Eikmeier;D. Gleich;Rehan Malik

文献摘要

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我们认为社交网络的竞争代理,随着时间的推移动态演变。这样的动态竞争网络是有向的,其中从节点$u$到$v$的有向边对应于负的社会交互。我们提出了一个新的假设,作为一个预测工具,发现动态竞争网络中的联盟和领导者。我们的重点是在目前的研究是验证它的竞争性网络所产生的社会游戏节目,如幸存者和老大哥。
We consider social networks of competing agents that evolve dynamically over time. Such dynamic competition networks are directed, where a directed edge from nodes $u$ to $v$ corresponds a negative social interaction. We present a novel hypothesis that serves as a predictive tool to uncover alliances and leaders within dynamic competition networks. Our focus is in the present study is to validate it on competitive networks arising from social game shows such as Survivor and Big Brother.