PATENT CLAIM ANALYSIS

Application Number: 15890867
Application Type: Utility
Filing Date: 2018-02
Publication Date: 2018-07
Patent Classification: ["709", "217000"]

Abstract:
Systems, methods, and devices for a cyberphysical (IoT) software application development platform based upon a model driven architecture and derivative IoT SaaS applications are disclosed herein. The system may include concentrators to receive and forward time-series data from sensors or smart devices. The system may include message decoders to receive messages comprising the time-series data and storing the messages on message queues. The system may include a persistence component to store the time-series data in a key-value store and store the relational data in a relational database. The system may include a data services component to implement a type layer over data stores. The system may also include a processing component to access and process data in the data stores via the type layer, the processing component comprising a batch processing component and an iterative processing component.

Claim (Index 25):
The method of  claim 24 , wherein improvements or upgrades to one or more of the machine learning algorithms are made substantially instantaneously available to one or more types or applications that utilize said machine learning algorithms, without requiring changes to be made to the one or more types or business logic for those applications.

Metadata:
- Claim Count in Document: 43.0
- Percentile: 88.0
- Lexical Diversity: 2.11429
- Patent Class: 709.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['11171905', '15212061', '15339847', '13708898', '15394462']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2291155671252694
- 35 USC 102 Novelty (BERT): 0.5017359211531601
- Combined Prediction Score: 0.2563776025280585
- Mean Citation Score: 123.287153
- Max Citation Score: 126.17263
- Similarity Product: 69.05818866340518

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