PATENT CLAIM ANALYSIS

Application Number: 15910330
Application Type: Utility
Filing Date: 2018-03
Publication Date: 2019-09
Patent Classification: ["705", "318000"]

Abstract:
A computer-implemented method of fraud protection is described. A server may receive one or more keywords and a likelihood of fraud from an external source. The server may receive an image of a document from a user device, wherein the document comprises at least one of a written communication or a printed communication. The server may extract text from the image of the document, compare the extracted text to the one or more stored keywords, and calculate a confidence level of fraud. The server may send an indication of the confidence level of fraud to the user device.

Claim (Index 16):
A system of fraud protection, comprising:\n a memory; and a processor circuit coupled to the memory and configured to execute instructions causing the processor circuit to:\n receive an image of a document from a user device, wherein the document comprises at least one of a written communication, a printed communication, or an electronic message; \n extract at least one of text and graphics from the image of the document; \n compare the extracted text to the one or more stored keywords; \n store one or more image samples in the database; \n compare the image of the document to the one or more image samples stored in the database;\n provide one or more inputs regarding instances of known fraud to a machine learning model; \n \n obtain, as an output from the machine learning model, a confidence level of fraud based on the comparison of the extracted text to the one or more stored keywords or based on the comparison of the image of the document to the one or more image samples; and \n communicate an indication to display a notification of the confidence level of fraud through a user interface of the user device.

Metadata:
- Claim Count in Document: 45.0
- Percentile: 90.0
- Lexical Diversity: 2.20833
- Patent Class: 705.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['13482841', '15086369', '14970361', '14557802', '14868057']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.1040065281698682
- 35 USC 102 Novelty (BERT): 0.4709419104363728
- Combined Prediction Score: 0.1407000663965187
- Mean Citation Score: 155.95922000000004
- Max Citation Score: 170.1733
- Similarity Product: 126.08812960922124

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

Dataset: test