Evimaria Terzi and 博士学位 candidate Iasonas Nikolaou prepare to present new paper “通过概率图形模型理解团队崩溃” at ACM SIGKDD 2025
Professor Evimaria Terzi of 波士顿大学, 博士学位 candidate Iasonas Nikolaou, and University of Pittsburgh’s Konstantinos Pelechrinis have developed a groundbreaking computational model that delves into the phenomenon of “team collapse” in professional basketball. Their recent paper, titled 通过概率图形模型理解团队崩溃, has been accepted for presentation at the ACM SIGKDD 2025 conference in Toronto this August.
传统的团队表现分析通常侧重于个人数据和比赛结果。 然而，本新濠影汇线上赌场研究引入了一种新颖的方法，即采用概率图形模型来检验个人行为（如投篮不中或失误）如何影响队友的行为和决策，从而可能导致集体表现下降。 该模型捕捉了团队互动的复杂动态，提供了一个计算视角，说明协调中的动量变化和中断如何极大地改变了游戏的结果。
A key insight from the research is the identification of “pillar” players—individuals whose performance and behavior are crucial in maintaining team stability and momentum. These players act as anchors, and their actions can significantly impact the overall team’s dynamics. 了解这些关键参与者的角色可以为提高团队弹性和防止绩效崩溃的策略提供见解。 虽然这项新濠影汇线上赌场研究的重点是篮球，但它的含义可以延伸到团队合作至关重要的各个领域。