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METHOD AND SYSTEM FOR BEHAVIOR QUERY CONSTRUCTION IN TEMPORAL GRAPHS USING DISCRIMINATIVE SUB-TRACE MINING
METHOD AND SYSTEM FOR BEHAVIOR QUERY CONSTRUCTION IN TEMPORAL GRAPHS USING DISCRIMINATIVE SUB-TRACE MINING
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机译:区分子轨迹挖掘的时间图表行为查询构建方法和系统
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摘要
A method and system for constructing behavior queries in temporal graphs using discriminative sub-trace mining. The method includes generating system data logs to provide temporal graphs, wherein the temporal graphs include a first temporal graph corresponding to a target behavior and a second temporal graph corresponding to a set of background behaviors, generating temporal graph patterns for each of the first and second temporal graphs to determine whether a pattern exists between a first temporal graph pattern and a second temporal graph pattern, wherein the pattern between the temporal graph patterns is a non-repetitive graph pattern, pruning the pattern between the first and second temporal graph patterns to provide a discriminative temporal graph, and generating behavior queries based on the discriminative temporal graph.
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