- Patent Title: Automated email classification in an information management system
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Application No.: US16988457Application Date: 2020-08-07
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Publication No.: US11494417B2Publication Date: 2022-11-08
- Inventor: Mrityunjay Upadhyay , Pavan Kumar Reddy Bedadala , Marcelo dos Reis Mansano
- Applicant: Commvault Systems, Inc.
- Applicant Address: US NJ Tinton Falls
- Assignee: Commvault Systems, Inc.
- Current Assignee: Commvault Systems, Inc.
- Current Assignee Address: US NJ Tinton Falls
- Agency: Knobbe Martens Olson & Bear LLP
- Main IPC: G06F17/00
- IPC: G06F17/00 ; G06F16/28 ; G06F16/13 ; G06N20/00 ; G06N5/04 ; H04L51/42

Abstract:
An improved information management system is described herein that can use artificial intelligence to classify data files (e.g., emails, documents, audio files, video files, etc.) and/or surface in a user interface the classification assigned to the data files. For example, a lightweight training or a heavyweight training can be employed to train classifiers to classify the data files. Use of artificial intelligence to classify data files may reduce the amount of computing resources that the information management system allocates to the data file review process because an auditor may be able to quickly identify those data files that meet the desired criteria using the classification and only request access to those data files. Thus, the information management system may be able to allocate more computing resources to normal or routine tasks, ensuring that such tasks are completed and/or completed in an appropriate amount of time.
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