PATENT CLAIM ANALYSIS

Application Number: 16028183
Application Type: Utility
Filing Date: 2018-07
Publication Date: 2020-01
Patent Classification: ["704", "002000"]

Abstract:
Systems, methods and computer program products related to aligning heterogeneous sequential data. A first sequential data stream and a second sequential data stream are received. An action related to aligning the first sequential data stream and the second sequential data stream is determined using an alignment neural network. The alignment neural network includes a fully connected layer that receives as input: data from the first sequential data stream, data from the second sequential data stream, and data relating to a previously determined action by the alignment neural network related to aligning the first sequential data stream and the second sequential data stream.

Claim (Index 16):
A system, comprising:\n a processor; and a memory containing a program that, when executed on the processor, performs an operation, the operation comprising:\n receiving a first sequential data stream comprising a first plurality of segments and a second sequential data stream comprising a second plurality of segments; \n determining a first alignment action related to aligning the first plurality of segments in the first sequential data stream with the second plurality of segments in the second sequential data stream using an alignment neural network, the alignment neural network comprising:\n a fully connected layer that receives as input:\n data from the first sequential data stream, \n data from the second sequential data stream, and \n data, retrieved from storage, relating to a plurality of previously determined alignment actions by the alignment neural network related to aligning the first sequential data stream and the second sequential data stream, wherein the alignment neural network is configured to determine a first alignment action based, at least in part, on the data related to the plurality of previously determined alignment actions; and \n \n \n aligning a first segment in the first plurality of segments with a second segment in the second plurality of segments by performing the determined first alignment action.

Metadata:
- Claim Count in Document: 17.0
- Percentile: 95.0
- Lexical Diversity: 2.44444
- Patent Class: 704.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['12789720', '15267621', '15249280', '15670021', '15058264']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2173514018182506
- 35 USC 102 Novelty (BERT): 0.4851367168881795
- Combined Prediction Score: 0.2441299333252435
- Mean Citation Score: 160.28133599999995
- Max Citation Score: 166.50276000000005
- Similarity Product: 115.0506655021191

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

Dataset: test