发明名称 Cognitive Operations Based on Empirically Constructed Knowledge Graphs
摘要 Mechanisms are provided for performing a cognitive operation. The mechanisms receive an original graph data structure comprising nodes and edges between nodes and activity log information for nodes of the original graph data structure. The mechanisms identify a set of nodes in the original graph data structure having a predetermined pattern of activity in the activity log information, and a set of edges between these nodes. The mechanisms calculate an importance weight for each edge in the set of edges and modify the original graph data structure based on the calculated importance weights for the edges in the set of edges, to thereby generate a modified graph data structure. The mechanisms then perform a cognitive operation based on the modified graph data structure. The set of edges may comprise actual edges between the nodes and/or potential edges between the nodes.
申请公布号 US2017076206(A1) 申请公布日期 2017.03.16
申请号 US201514855461 申请日期 2015.09.16
申请人 International Business Machines Corporation 发明人 Lastras-Montano Luis A.;Misra Vinith;Soares Livio B.
分类号 G06N5/02;G06F17/30 主分类号 G06N5/02
代理机构 代理人
主权项 1. A method, in a data processing system comprising a processor and a memory, for performing a cognitive operation, the method comprising: receiving, by the data processing system, an original graph data structure comprising nodes and edges between nodes; receiving, by the data processing system, activity log information for nodes of the original graph data structure; identifying, by the data processing system, a set of nodes in the original graph data structure having a predetermined pattern of activity in the activity log information, and a set of edges between these nodes; calculating, by the data processing system, an importance weight for each edge in the set of edges; modifying, by the data processing system, the original graph data structure based on the calculated importance weights for the edges in the set of edges, to thereby generate a modified graph data structure; and performing, by the data processing system, a cognitive operation based on the modified graph data structure, wherein the set of edges comprises at least one of actual edges between the nodes and potential edges between the nodes.
地址 Armonk NY US