ML21201A370
| ML21201A370 | |
| Person / Time | |
|---|---|
| Issue date: | 07/07/2021 |
| From: | NRC/RES/DSA |
| To: | |
| Matthew D | |
| Shared Package | |
| ML21201A227 | List: |
| References | |
| Download: ML21201A370 (7) | |
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AI Enabling Technologies Grooper and Watson Content Analytics June 29, 2021
Overview Software that provides Thrilling Automation with Intelligent Document Processing*
What is Grooper?
Use Case: Extraction of data from operator licensing (OL) applications Forms:
NRC Form 396 (Certification of Medical Examination by Facility Licensee)
NRC Form 398 (Personal Qualification Statement - Licensee)
Interfaces:
Electronic Information Exchange (document ingestion)
Reactor Program System (authoritative OL data source) 2
Grooper NRC Grooper Features De-skew, Brighten, etc.
Optical Character Recognition (OCR)
Parse and extract data, and write in XML schema Other features used:
Optical Mark Recognition (OMR) - Recognizes checkmarks Fuzzy Logic - Dictionary of defined values that can be OCRed or extracted based on a confidence threshold 3
Grooper Natural Language Processing and Machine Learning finds paragraphs, sentences, or other language elements in documents based on contextual meaning.
AI Grooper Features Use Case: Document sensitivity Method:
Manually review documents for sensitive keywords and identify true positives (in Grooper client)
Start to train Grooper to contextually search around area of true positive Repeat with several document samples until properly trained 4
Grooper AI Grooper Features Contd*
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Overview Software that extrapolates business information from large collections of documents and uses natural language processing to uncover meaningful business insights.
What is Watson Content Analytics?
Use Case: RES - Identify Event Reports that included an outage of two or more units NLP Method:
Define noun/verb combinations and NLP automatically contrives derivations of those combinations 6
References BIS, Inc. (2020-2021). AI-Powered Data Integration.
Retrieved from https://www.bisok.com/.
References (Indicated by an *)
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