Information transition management platform
AssigneeAccenture Global Solutions Limited
InventorsRajesh NAGARAJAN, Aditi KULKARNI, Naveen KUMAR, Roopalaxmi MANJUNATH, Parul JAGTAP
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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;
- identifying a set of sections of the transcript of the audio content based on performing natural language processing;
- 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;
- classifying the captured images into the set of sections based on deduplicating the images;
- 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.
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, using a corresponding content analysis model, of the set of content analysis models;
- determining, by the device, a hierarchical position of the segment in the system understanding document based on classifying 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.
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;
- 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.
Dependencies are inferred from the claim text.