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US 11,455,497 B2Granted
Information transition management platform
AssigneeAccenture Global Solutions Limited
InventorsRajesh Nagarajan, Aditi Kulkarni, Naveen Kumar, Roopalaxmi Manjunath, Parul Jagtap
Life of this patent
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Abstract
A device may receive audio-video content regarding a system; segment the audio-video content to generate audio content and video content; process the audio content based on generating the audio content; process the video content based on generating the video content; identify a hierarchy for the set of sections based on processing the audio content and the video content; generate a system understanding document based on the hierarchy of the set of sections and based on the audio content and the video content; and store the system understanding document in a knowledge base.
Claims20
A device, comprising:
- one or more memories;
- and
- one or more processors, communicatively coupled to the one or more memories, to:
- receive audio-video content regarding a system;
- segment the audio-video content to generate audio content and video content;
- process the audio content based on generating the audio content,
- wherein processing the audio content includes:
- generating a transcript of the audio content;
- performing natural language processing on the transcript of the audio content;
- and
- identifying one or more portions of the transcript of the audio content that are predictive of a set of sections of a system understanding document;
- process the video content based on generating the video content,
- wherein processing the video content includes:
- capturing images from the video content;
- deduplicating the captured images from the video content;
- and
- classifying the captured images into the set of sections of the system understanding document based on deduplicating the images;
- assign the identified one or more portions of the transcript of the audio content and the classified captured images to the set of sections of the system understanding document;
- identify a hierarchy for the set of sections of the system understanding document based on processing the audio content and the video content;
- generate the system understanding document based on the hierarchy of the set of sections of the system understanding document and based on the assignment of the audio content and the video content;
- and
- store the system understanding document in a knowledge base.
19 more elements
A method, comprising:
- receiving, by a device, content;
- segmenting, by the device, the content into a set of segments, wherein each segment of the set of segments is a different content type of a set of content types,
- wherein the set of content types includes at least one of audio content, video content, or image content;
- processing, by the device, the set of segments to generate a system understanding document for a subject of the content using a corresponding content analysis model of a set of content analysis models, wherein each content analysis model corresponds to a content type of the set of content types,
- wherein the processing includes:
- classifying, by the device, a segment, of the set of segments, as predictive of a set of sections of the system understanding document using a corresponding content analysis model, of the set of content analysis models;
- assigning the segment to the set of sections of the system understanding document;
- determining, by the device, a hierarchical position of the segment in the system understanding document based on the assignment of the segment;
- and
- labeling, by the device, the segment based on classifying the segment and based on the hierarchical position of the segment;
- and
- providing, by the device, the system understanding document for display via a user interface.
9 more elements
A non-transitory computer-readable medium storing instructions, the instructions comprising:
- one or more instructions that, when executed by one or more processors, cause the one or more processors to:
- receive content relating to a system;
- process the content using a machine learning model to classify the content into a set of sections of a system understanding document;
- generate the system understanding document based on processing the content to classify segments of the content as predictive of the set of sections of the system understanding document and assign the segments to the set of sections of the system understanding document;
- generate, for the system understanding document and using a question generation technique, an evaluation of system understanding;
- generate, for the system understanding document, a data transition plan,
- wherein the data transition plan includes at least one of a scheduling component, a role assignment component, or an approval component;
- generate, for the system understanding document, a set of training sessions for a set of topics of the system understanding document;
- generate, for the system understanding document, a knowledge base of the set of topics of the system understanding document;
- and
- provide, via a user interface, access to the evaluation, the data transition plan, the set of training sessions, and the knowledge base.
8 more elements
Dependencies are inferred from the claim text.