PATENT CLAIM ANALYSIS

Application Number: 15947441
Application Type: Utility
Filing Date: 2018-04
Publication Date: 2018-09
Patent Classification: ["726", "004000"]

Abstract:
A server computer receives an indication of an interaction between a first user device of a first user and a second user device of a second user, where the interaction includes a message for transmission from the first user to the second user. The server computer performs a verification process on the message, including performing one or more binary checks on the message. The server computer then generates a response indicating whether the message is a legitimate message based on the verification process. When the response indicates that the message is a legitimate message, the server computer transmits the message to the second user device of the second user for display.

Claim (Index 33):
An apparatus, comprising:\n a processor; and a non-transitory machine-readable storage medium coupled with the processor that stores instructions that, when executed by the processor, cause said processor to perform the following:\n receive a first indication of a first interaction between a first user device of a first user and a second user device of a second user, the first interaction including a first message for transmission from the first user to the second user; \n perform, by a message verification system, a verification process on the first message, the verification process on the first message including:\n identifying keywords in voice content or text content of the first message, \n performing a binary check on the first message, including:\n comparing the keywords to information stored in a database, and \n determining whether one or more of the keywords is a blacklisted keyword, \n \n when there is not a blacklisted keyword in the first message,\n applying the keywords to a predictive model, and \n generating a likelihood value representing a probability of the first message being legitimate based on the application of the keywords to the predictive model; \n \n \n generate a first response indicating that the first message is a legitimate message based on the verification process; \n responsive to the first response indicating that the first message is legitimate, performing the following:\n transmitting the first message to the second user device of the second user for display on the second user device, and \n determining that the first message is a response message to a previous message sent from the second user device to the first user device, and responsive to this determination, modifying a user account associated with the second user including posting a charge to the user account.

Metadata:
- Claim Count in Document: 41.0
- Percentile: 91.0
- Lexical Diversity: 2.36
- Patent Class: 726.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15446370', '14133567', '11444203', '12878470', '13524024']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2456037518273386
- 35 USC 102 Novelty (BERT): 0.4719005319884192
- Combined Prediction Score: 0.2682334298434466
- Mean Citation Score: 134.256916
- Max Citation Score: 233.35733
- Similarity Product: 214.6477154113275

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