BriefGPT.xyz
Feb, 2025
数据管理中的因果效应评分
The Causal-Effect Score in Data Management
HTML
PDF
Felipe Azua, Leopoldo Bertossi
TL;DR
本研究针对数据管理领域中因果效应评分的应用不足问题,提出了因果效应评分的概念,并在经典及概率数据库的背景下进行了探讨和普及。研究的关键发现是,因果效应评分可以有效地衡量数据库查询中元组的因果强度,从而提升查询的准确性和效率。
Abstract
The
Causal Effect
(CE) is a numerical measure of causal influence of variables on observed results. Despite being widely used in many areas, only preliminary attempts have been made to use CE as an
Attribution Score
→