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

專利號
US10867135B1
公開日期
2020-12-15
申請人
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.

說明書

1 2 3 4 5 6 7 8 9 10 11 12 13

The next operation of FIG. 2 is to receive regulations 206. For example, regulation processor 146 may be supplied with regulations for parsing and evaluation. Consider the following exemplary regulation:

[HEADER]

    • 13-64-120 Smoke alarms—Required in all residential units.
      [END]
      [FRAGMENT]
    • (b) Required locations. Single- or multiple-station smoke alarms shall be installed and maintained, regardless of occupant load, at all of the following locations:
      [END]
      [FRAGMENT]
    • (1) On the ceiling or wall outside of each sleeping area in the immediate vicinity of bedrooms.
      [END]
      [FRAGMENT]
    • (2) In each room used for sleeping purposes.
      [END]
      [HEADER]
    • 5.13.030-Application.
      [END]
      [FRAGMENT]

The application for the permit required by this chapter shall be made in writing to the permit official.

[END]

[FRAGMENT]

    • H. The permit holder must notify the permit official in writing of any change of the information required in the application for registration within twenty days of such change. A person who continues to operate an alarm system without providing changes to the information required under this sub-section commits an offense;
      [END]

權(quán)利要求

1
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