多分辨率张量分解用于多空间传递网络

Mar, 2018

多分辨率张量分解用于多空间传递网络

Multiresolution Tensor Decomposition for Multiple Spatial Passing Networks

Shaobo Han, David B. Dunson

TL;DR本文研究足球空间传球数据的建模和分析，开发了一种基于多分辨率数据表示和泊松非负块项分解模型的方法，自动生成网络图案以概括不同球队的传球策略并探究其对战绩的影响，文中应用了2014年世界杯的详细传球记录数据。

Abstract

This article is motivated by soccer positional passing networks collected across multiple games. We refer to these data as replicated spatial passing networks---to accurately model such data it is necessary to ta