论文标题
MFLICA:用于从时间序列推断协调领导的R包装
mFLICA: An R package for Inferring Leadership of Coordination From Time Series
论文作者
论文摘要
领导力是领导者影响追随者实现集体目标的过程。领导的特殊情况之一是协调的模式启动。在这种情况下,领导者是发起每个人都遵循的协调模式的发起人。考虑到一组单独的 - 多元化时间序列的实数,MFlica软件包为R用户提供了一个框架,以推断时间序列中的协调事件,这些协调事件的发起人和追随者以及组合并和分裂的动态。 MFLICA软件包还具有可视化功能,以使领导推理的结果更加易于理解。该软件包可在https://cran.r-project.org/package=mflica上在综合R档案网络(CRAN)上找到。
Leadership is a process that leaders influence followers to achieve collective goals. One of special cases of leadership is the coordinated pattern initiation. In this context, leaders are initiators who initiate coordinated patterns that everyone follows. Given a set of individual-multivariate time series of real numbers, the mFLICA package provides a framework for R users to infer coordination events within time series, initiators and followers of these coordination events, as well as dynamics of group merging and splitting. The mFLICA package also has a visualization function to make results of leadership inference more understandable. The package is available on Comprehensive R Archive Network (CRAN) at https://CRAN.R-project.org/package=mFLICA.