PATENT CLAIM ANALYSIS

Application Number: 15747806
Application Type: Utility
Filing Date: 2018-01
Publication Date: 2018-08
Patent Classification: ["340", "576000"]

Abstract:
The invention is directed to a prediction device for use in combination with a human being where the human being issues data. The prediction device comprises a means to acquire the data from inside or outside the human being for one or more time periods located in a time interval from a moment in the past to the present moment to obtain an acquired data set, a means to model the acquired data set as a geometric Brownian motion random process model to obtain a fitted random process model, and a means to predict a state of the human being using the fitted random process model to obtain a predicted state of the human being.

Claim (Index 13):
The prediction device comprising\n a means to acquire data from inside or outside a human being for one or more time periods in the past to obtain an acquired data set, wherein the data is a level of drowsiness or an ocular parameter indicative for drowsiness, a computer means configured to model the acquired data set as a geometric Brownian motion (GBM) random process model or an Ito process (IP) random process model to obtain a fitted random process model, and a computer means configured to predict in real time a state of drowsiness of the human being using the fitted random process model to obtain a predicted state of drowsiness of the human being, wherein the device further comprises at least two means to predict at least two predicted states of the human being as described in any one of  claims 9 - 13  based on the same or different acquired data sets and means to generate a combined predicted state of the human being based on the at least two predicted states of the human being.

Metadata:
- Claim Count in Document: 2.0
- Percentile: 86.0
- Lexical Diversity: 2.16364
- Patent Class: 340.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: True
- Related Applications: ['11950765', '13157292', '12739653', '12026781', '13011411']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.6301184356865609
- 35 USC 102 Novelty (BERT): 0.4903535570913564
- Combined Prediction Score: 0.6161419478270405
- Mean Citation Score: 151.171532
- Max Citation Score: 157.4797
- Similarity Product: 104.36181555754544

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

Dataset: test