PATENT CLAIM ANALYSIS

Application Number: 16116799
Application Type: Utility
Filing Date: 2018-08
Publication Date: 2019-01
Patent Classification: ["455", "456300"]

Abstract:
A network system analyzes data samples using embeddings based on, for example, symbolic representations of the data samples or representations in latent dimension space. The network system coordinates providers who provide geographical location-based services to users. The network system may receive data samples from the client device of a provider. For instance, a sensor of the client device captures the data samples during a transportation service along a particular route. To verify that the data samples accurately indicate the location or movement of the provider, the network system can generate a test embedding representing the data samples and compare the test embedding with a reference embedding. The reference embedding is generated based on data samples captured for other similar services, e.g., corresponding to providers who also provided transportation services along the same particular route.

Claim (Index 9):
A computer program product comprising a non-transitory computer readable storage medium having instructions, for verifying a trip for a user and a trip provider, encoded thereon that, when executed by one or more processors, cause the one or more processors to:\n receive data associated with sensor information of a client device and associated with a trip record, the trip record being associated with the trip for the user and the trip provider, the data including (i) a data sample for a set of sensors of the client device and (ii) one or more characteristics of the data sample; generate a test embedding for the data sample, the test embedding using a plurality of latent dimensions that represent at least a portion of the data sample; identify a reference embedding for a set of reference characteristics, the set of reference characteristics corresponding to at least one of the one or more characteristics of the data sample, the reference embedding being based on a set of embeddings each using the plurality of latent dimensions that represent sensor data for a set of trip records different than the trip record, the set of trip records being associated with the set of reference characteristics; determine a similarity score between the test embedding corresponding to the trip record and the reference embedding by comparing each latent dimension of the test embedding and a corresponding latent dimension of the reference embedding; and in response to determining that the similarity score is less than a threshold score, determine that the data sample indicates that the trip provider and the user did not travel together along at least a portion of a route of the trip.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 96.0
- Lexical Diversity: 1.92105
- Patent Class: 455.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15495686', '15478184', '15684537', '14984956', '15367737']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.5907419738487523
- 35 USC 102 Novelty (BERT): 0.5168609019214842
- Combined Prediction Score: 0.5833538666560255
- Mean Citation Score: 164.44389399999997
- Max Citation Score: 319.44858
- Similarity Product: 307.6813821715343

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