发明名称 REASONING OVER CYCLICAL DIRECTED GRAPHICAL MODELS
摘要 According to an aspect, a cyclical directed graphical model that includes a plurality of nodes connected by directed edges is accessed. Each directed edge has an edge strength indicating a degree of relation between the nodes, and each node has a value and a state of either active or inactive. A first node that has at least one directed incoming edge from a second node having a state of active is selected. At least a subset of the nodes in the cyclical directed graphical model are traversed in a reverse direction relative to the directed edges. The traversing is performed along a path starting from the second node and ending at a third node having a state of active. If the path does not include the first node, an inference about a value of the first node is proposed based on a value of the second node.
申请公布号 US2016055411(A1) 申请公布日期 2016.02.25
申请号 US201414463774 申请日期 2014.08.20
申请人 International Business Machines Corporation 发明人 Buchanan David W.
分类号 G06N5/04;G06N7/00 主分类号 G06N5/04
代理机构 代理人
主权项
地址 Armonk NY US