发明名称 SYSTEM AND METHOD FOR UTILIZING A LOGICAL GRAPHICAL MODEL FOR SCENARIO ANALYSIS
摘要 A system and method for utilizing a logical graphical model for data analysis are described. The system provides a “PGM authoring tool” that enables a user to employ a logical graphical model to create, edit, and browse the assertions and inferences in a probabilistic graphical model.
申请公布号 US2015363705(A1) 申请公布日期 2015.12.17
申请号 US201514738690 申请日期 2015.06.12
申请人 Clados Management LLC 发明人 Moore Peter;Pleshakov Andrey
分类号 G06N7/00;G06N5/04 主分类号 G06N7/00
代理机构 代理人
主权项 1. A method for analyzing a probabilistic graphical model, comprising: retrieving a logical graph model, the logical graph model having one or more variables wherein each variable is represented as a logical class with attributes, wherein the logical graph model includes the variables of a probabilistic graphical model; selecting a variable in the logical graph model and comparing the selected variable to other variables in the logical graph model; generating, for one or more variables in the logical graph model, a value subclass for each of the variable's scenarios when the user asserts discrete scenarios for a variable; generating, for each template variable, index subclasses, each index subclass having at least one attribute comprised of a property and an object, the latter a subclass of the index object class; asserting at least one scenario or factor for a variable; creating edges with labels between the variables of the logical graph model, wherein the labeled edges correspond to influence relationships in the probabilistic graphical model, wherein the labels include “influences” and “influenced by” inverse properties; and creating additional index subclasses for one or more variables of the logical graph model, wherein the additional index subclasses of the one or more variables are influenced by additional index subclasses of one or more other variables in the probabilistic graphical model.
地址 San Mateo CA US