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公开(公告)号:US12135788B1
公开(公告)日:2024-11-05
申请号:US17390290
申请日:2021-07-30
Applicant: Splunk Inc.
Inventor: Namratha Sreekanta , Nikesh Padakanti
IPC: G06F16/2457 , G06F16/245 , G06F21/57 , G06F40/56
Abstract: Techniques are described for enabling an application to automatically generate text narratives explaining risk scores assigned to risk objects. The application uses natural language generation (NLG) techniques to enable the automatic create text narratives providing context and explanation for risk scores. The described approaches use data from a variety of data sources (e.g., risk event indexes, correlation search data, attack framework data, etc.) to create compelling and useful explanations of the risk analysis associated with identified risk objects. These automatically generated text narratives can be readily presented in any number of different interfaces without the need for complex visualizations or user effort to derive the same information. The automatically created text narratives enable users to better understand the risk analysis for particular risk objects, obtain storylines detailing risk objects' activity patterns over time, and to better analyze, triage, and mitigate IT environment risks based on such information.
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公开(公告)号:US11829378B1
公开(公告)日:2023-11-28
申请号:US17733056
申请日:2022-04-29
Applicant: Splunk Inc.
Inventor: Namratha Sreekanta , Nikesh Padakanti , Anudeep Chennupati
IPC: G06F16/248 , G06F16/2455 , G06F16/2457
CPC classification number: G06F16/248 , G06F16/24568 , G06F16/24578
Abstract: A data processing platform generates visualizations for data streams to visually represent a portion of data in the data stream. The platform performs an analysis of a change in values of data contained in the data stream and generates, using a result of the analysis, metadata identifying an insight into the data in the data stream. The insight indicates a characteristic of the change in values. A natural language representation of the insight is generated using the metadata and output for display in association with the visualization.
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