PATENT CLAIM ANALYSIS

Application Number: 15885906
Application Type: Utility
Filing Date: 2018-02
Publication Date: 2018-06
Patent Classification: ["701", "515000"]

Abstract:
A device and associated methods for escaping from a venue when a threat is detected is described. Venues can be buildings or outside areas and contain the area where the threat constitutes a hazard to a protected person. Threats include fire, terrorists, gunmen, explosion, collapse, loss of critical resources and crowd panic. The device incorporates a machine learning system implemented with a neural network or other pattern matching system and is trained in steps. Pre-training is based on general requirements such as edge-detection and audio analysis. Principles and data for venue layouts and human behavior can be included. The produced model is further trained from data gathered from sensors and servers after entry into the venue. Operation of the model produces warnings of threats and a plan of escape with steps of the plan communicated to the protected person by audio, visual or tactile sensory channels.

Claim (Index 4):
The device of  claim 3  wherein:\n the information from the server is selected on the basis of the information acquired from the sensor.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 88.0
- Lexical Diversity: 1.63265
- Patent Class: 701.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['15885684', '15692990', '15828629', '14664734', '10701506']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.4179094380782746
- 35 USC 102 Novelty (BERT): 0.5066253231068159
- Combined Prediction Score: 0.4267810265811287
- Mean Citation Score: 146.038344
- Max Citation Score: 236.94627000000003
- Similarity Product: 141.0060580792415

Labels:
- Claim Label 101: 1
- Claim Label 102: 1
- Claim Label 103: 0
- Claim Label 112: 1
- Combined Label: 1
- Label 101 Adjusted: 1

Dataset: test