音乐团体网络作为成功的预测因素
Networks of Music Groups as Success Predictors
摘要:
1960年至2015年,苏联和后苏联独立国家出现了4,600多个非学术音乐团体,表演了275种流派。一些团体成为传奇并存活了几十年,而另一些团体则消失了,现在只有一些音乐史学者才知道。我们建立了一个网络的基础上共享至少一个表演者的团体。我们发现,主要的网络措施作为合理准确的预测组的成功。所提出的基于网络的成功探索和预测方法可以转移到其他具有中长期团队合作的艺术和人文领域。
英文摘要:
More than 4,600 non-academic music groups emerged in the USSR and post-Soviet independent nations in 1960--2015, performing in 275 genres. Some of the groups became legends and survived for decades, while others vanished and are known now only to select music history scholars. We built a network of the groups based on sharing at least one performer. We discovered that major network measures serve as reasonably accurate predictors of the groups' success. The proposed network-based success exploration and prediction methods are transferable to other areas of arts and humanities that have medium- or long-term team-based collaborations.
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。