二部协作网络中的相关性
Correlations in Bipartite Collaboration Networks
摘要：
合作网络作为一个例子，不断增长的二分网络。这些以前已经观察到的结构，如最近邻度之间的正相关性。然而，对这一现象的起源和增长动力缺乏详细的了解。这两个都是经验分析和模拟使用各种模型。一个新的，纳入经验必要的成分，如二分性和次线性优先附件。这一点，以及最近提出的团队组装模型，都大致符合一些经验观察，并在其他几个方面失败。
英文摘要：
Collaboration networks are studied as an example of growing bipartite networks. These have been previously observed to have structure such as positive correlations between nearest-neighbour degrees. However, a detailed understanding of the origin of this phenomenon and the growth dynamics is lacking. Both of these are analyzed empirically and simulated using various models. A new one is presented, incorporating empirically necessary ingredients such as bipartiteness and sublinear preferential attachment. This, and a recently proposed model of team assembly both agree roughly with some empirical observations and fail in several others.
机构、总结、中文摘要均由AI分析而来，可能存在错误，请以论文正文为准。
