PATENT CLAIM ANALYSIS

Application Number: 16162666
Application Type: Utility
Filing Date: 2018-10
Publication Date: 2019-10
Patent Classification: ["701", "424000"]

Abstract:
Aspects of the disclosure relate to enhanced telematics processing systems with improved third party source data integration features and enhanced customized driving output determinations. A computing platform may receive telematics data and third party source data. The computing platform may enrich the telematics data using the third party source data. After generating the enriched telematics data, the computing platform may use machine learning algorithms and datasets to validate the enriched telematics data. The computing platform may ingest, via a batch ingestion process, the enriched telematics data. For example, the computing platform may store the enriched telematics data and generate additional enriched telematics data until expiration of a predetermined period of time. The computing platform may ingest the enriched telematics data associated with each trip. Once the enriched telematics data has been ingested, the computing platform may generate a standardized common trip format output for each trip.

Claim (Index 1):
A computing platform comprising:\n at least one processor; a communication interface communicatively coupled to the at least one processor; and memory storing computer-readable instructions that, when executed by the at least one processor, cause the computing platform to:\n receive, from a plurality of telematics sensors and via the communication interface, telematics output data; \n receive, from a plurality of third party sources and via the communication interface, third party source data; \n generate an enriched telematics output by combining the telematics output data and the third party source data; \n determine whether the enriched telematics output should be ingested in a streaming mode or a batch mode; \n in response to determining that the enriched telematics output should be ingested in the batch mode:\n determine that the enriched telematics output is associated with a first event, \n store, for a predetermined period of time, the enriched telematics output along with a machine learning dataset associated with the first event, and \n in response to an expiration of the predetermined period of time, generate, based on enriched telematics outputs, including the enriched telematics output, stored along with the machine learning dataset associated with the first event, a standardized common trip format (CTF) output, wherein the standardized CTF output comprises a JavaScript Object Notation (JSON) spreadsheet comprising the enriched telematics outputs in a uniform format; and \n \n send, to a customized driver output generation computing platform, the standardized CTF output and one or more commands directing the customized driver output generation computing platform to generate a customized driver output based on the standardized CTF output, wherein the customized driving output is configured for display and includes a description of driver safety.

Metadata:
- Claim Count in Document: 41.0
- Percentile: 97.0
- Lexical Diversity: 2.30435
- Patent Class: 701.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15160208', '15372690', '15928320', '15241826', '15995191']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3961755347825091
- 35 USC 102 Novelty (BERT): 0.4709871900476597
- Combined Prediction Score: 0.4036567003090242
- Mean Citation Score: 168.961444
- Max Citation Score: 181.05942
- Similarity Product: 136.75729616703984

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

Dataset: test