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 8):
A device for facilitating escape from a venue comprising:\n (a) a sensor adapted to be carried by a person entering the venue and to acquire information about potential escape routes from the venue, (b) a memory containing at least one of prerecorded information concerning physical layout of the venue and information acquired from a communication system concerning physical layout of the venue, (c) a first processor with a program to calculate an escape route based on the memory and the information gathered by the sensor, and (d) an output device to guide the person escaping from the venue when a threat is detected by the device comprising at least one of a visual display and of an audible transducer; wherein:\n (a) the program comprises a machine learning model transferred from a second processor subsequent to training concerning methods of escape from venues in hazardous conditions; and \n (b) the program has been trained using the information.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 88.0
- Lexical Diversity: 1.63265
- Patent Class: 701.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15885684', '15692990', '15828629', '14664734', '10701506']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3881296747296972
- 35 USC 102 Novelty (BERT): 0.5096729276607088
- Combined Prediction Score: 0.4002840000227984
- Mean Citation Score: 146.038344
- Max Citation Score: 236.94627000000003
- Similarity Product: 128.9246655241567

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