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 10):
A computer-implemented method of fraud protection, comprising:\n obtaining an image of a physical document, wherein the document comprises at least one of a written communication or a printed communication; sending the image of the document to a server, wherein the server is configured to: store one or more keywords and a likelihood of fraud associated with the one or more keywords, extract text from the image of the document, compare the extracted text to the one or more stored keywords, store one or more image samples in the database, compare the image of the document to the one or more image samples stored in the database, provide one or more inputs regarding instances of known fraud as input to a machine learning model, and 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; receiving an indication of the confidence level of fraud from the server; and presenting for display, a notification in a user interface if the confidence level of fraud exceeds a threshold value.

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): 0.103479269626969
- 35 USC 102 Novelty (BERT): 0.4763409616995812
- Combined Prediction Score: 0.1407654388342302
- Mean Citation Score: 155.95922000000004
- Max Citation Score: 170.1733
- Similarity Product: 120.20961393486265

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