PATENT CLAIM ANALYSIS

Application Number: 16010305
Application Type: Utility
Filing Date: 2018-06
Publication Date: 2019-01
Patent Classification: ["713", "193000"]

Abstract:
Computer-implemented methods and systems are provided for generating a distributed representation of electronic transaction data. Consistent with disclosed embodiments, generation may include receiving electronic transaction data including first and second entity identifiers. Generation may also include generating an output distributed representation by iteratively updating a distributed representation using the electronic transaction data. The distributed representation may include rows corresponding to first entity identifiers and rows corresponding to second entity identifiers. An iterative update may include generating a training sample and an embedding vector using the components and the distributed representation; determining, by a neural network, a predicted category from the embedding vector, and updating the distributed representation using the predicted category and the training sample. The embodiments may also include outputting the output distributed representation to determine authorization of electronic transactions. Disclosed embodiments may also receive an electronic transaction and determine whether to authorize the electronic transaction based on a distributed representation of electronic transaction data.

Claim (Index 31):
The authorization system of  claim 24 , wherein determining the location of the electronic transaction includes:\n identifying rows of the distributed representation, the identified rows including one of the first rows corresponding to a value of the entity identifier component and one of the second rows corresponding to a value of the amount component; and determining the location of the electronic transaction as a linear combination of the identified rows.

Metadata:
- Claim Count in Document: 59.0
- Percentile: 94.0
- Lexical Diversity: 2.47059
- Patent Class: 713.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['15632158', '15182096', '14667865', '11054348', '12507750']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.4150415967477736
- 35 USC 102 Novelty (BERT): 0.5448995067981527
- Combined Prediction Score: 0.4280273877528115
- Mean Citation Score: 230.18254
- Max Citation Score: 400.89133
- Similarity Product: 284.32877200963134

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

Dataset: test