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System and method for combining expert knowledge and deep learning to identify and classify regulatory maintenance compliances

專利號(hào)
US10867135B1
公開(kāi)日期
2020-12-15
申請(qǐng)人
Leonardo247, Inc.（US CA Redondo Beach）
發(fā)明人
Daniel Cunningham; Baron R. K. Von Wolfsheild
IPC分類
G06F40/30; G06F40/253; G06F16/33; G06F40/211
技術(shù)領(lǐng)域
phrases,knowledge,alarms,positive,negative,designated,base,smoke,fragment,in
地域： CA CA Redondo Beach

摘要

A computer implemented method includes building a Positive Knowledge Base with directive words, designated verbs and designated objects. A Negative Knowledge Base with designated phrases and designated legal terms is built. Tasks and phrases from the Positive Knowledge Base and the Negative Knowledge Base are built. Regulations are received. Phrases from the regulations are weighted against the Positive Knowledge Base and the Negative Knowledge Base to isolate positive Maintenance Compliances. The positive Maintenance Compliances are matched to tasks to derive ranked Maintenance Compliances. The ranked Maintenance Compliances are supplied.

說(shuō)明書(shū)

1 2 3 4 5 6 7 8 9 10 11 12 13
“installed”, “sleeping purposes”, verbs “required” Positive Designated 0.7 “residential”, “residential units”, objects “alarm”, “alarms”, “smoke alarms”, “alarm system”, “occupant”, “occupant load”, “l(fā)ocations”, “ceiling”, “wall”, “outside”, “sleeping area”, “bedrooms” Negative Designated ?0.4 “application”, “permit holder”, “permit phrases official”, “required” Negative Designated ?0.6 “application for the permit”, “required legal terms by this chapter”, “in writing”, “of such change”, “information required”, “under this subsection”, “commits an offense”

The next operation of FIG. 2 is to build tasks and phrases from the PKB and NKB 204. As previously indicated, a task is a label to group similar MC using selected phrases, while a phrase is one or more words given a positive or negative value by the PKB and NKB.

權(quán)利要求

1
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