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Log-Aided Automatic Query Expansion Based on Model Mapping

机译:基于模型映射的日志辅助自动查询扩展

摘要

Methods, systems, and computer program products for log-aided automatic query expansion based on model mapping are provided herein. A computer-implemented method includes generating a vector representation for each of multiple words derived from historical user queries, wherein each of said vector representations is based on one or more system logs; generating a vector representation for each of multiple documents in a corpus of documents related to solutions to one or more hardware problems and/or one or more software problems; generating a vector representation for a user query based on the generated vector representation for each of the multiple words derived from the historical user queries; comparing the vector representation for the user query to the vector representation for each of multiple documents in the corpus; and determining one or more documents from the corpus to output in response to the user query based on said comparing.
机译:本文提供了用于基于模型映射的日志辅助自动查询扩展的方法,系统和计算机程序产品。一种计算机实现的方法,包括为从历史用户查询派生的多个单词的每一个生成矢量表示,其中,每个所述矢量表示基于一个或多个系统日志。为与一个或多个硬件问题和/或一个或多个软件问题的解决方案有关的文档集中的多个文档中的每个文档生成矢量表示;基于从历史用户查询导出的多个单词中的每一个生成的矢量表示,为用户查询生成矢量表示;将用户查询的矢量表示与语料库中多个文档中的每个文档的矢量表示进行比较;基于所述比较,响应于用户查询,从语料库确定要输出的一个或多个文档。

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