PATENT CLAIM ANALYSIS

Application Number: 15938492
Application Type: Utility
Filing Date: 2018-03
Publication Date: 2019-02
Patent Classification: ["340", "576000"]

Abstract:
Methods and apparatuses for safety enhanced computer-assisted driving. In embodiments, an apparatus for computer-assisted driving may include a neural network to determine a classification for behavior of a driver of a vehicle having the apparatus, based at least in part on data about the vehicle collected in real time, and a current level of stress or drowsiness of the driver determined in real time; and a safety action engine coupled to the neural network to determine a safety related action, based at least in part on the determined driver behavior classification and data related to current traffic or road condition of a route the vehicles is currently traveling on. The safety related action may be performed by an infotainment system or a navigation system of the vehicle to assist the driver in driving the vehicle in a safer manner.

Claim (Index 15):
The method of  claim 14 , wherein the timid class of behavior corresponds to behavior of drivers beyond a negative second standard deviation of a driver profile, a cautious class of behavior corresponds to behavior of drivers between a negative first standard deviation and the negative second standard deviation of the driver profile, the conservative class of behavior corresponds to behavior of drivers between an average and the negative first standard deviation of the driver profile, the neutral class of behavior corresponds to behavior of drivers between the mean and a positive first standard deviation of the driver profile, an assertive class of behavior corresponds to behavior of drivers between the positive first standard deviation and a positive second standard deviation of the driver profile, and the aggressive class of behavior corresponds to behavior of drivers beyond the positive second standard deviation of the driver profile.

Metadata:
- Claim Count in Document: 12.0
- Percentile: 90.0
- Lexical Diversity: 2.16176
- Patent Class: 340.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['14589903', '14581712', '15902729', '12613306', '13755194']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.6623300987083676
- 35 USC 102 Novelty (BERT): 0.4922283839353389
- Combined Prediction Score: 0.6453199272310648
- Mean Citation Score: 127.853322
- Max Citation Score: 135.08174
- Similarity Product: 85.96811061305998

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

Dataset: test