PATENT CLAIM ANALYSIS

Application Number: 15904656
Application Type: Utility
Filing Date: 2018-02
Publication Date: 2019-08
Patent Classification: ["704", "009000"]

Abstract:
A system, computer program product, and method are provided to leverage a taxonomy service to format ground truth data. An artificial intelligence platform processes ground truth data, including identification of one or more applicable taxonomy tags. The identified tags are filtered and applied to the ground truth data, thereby constructing an output string that incorporates the ground truth data together with one or more of the identified tags, effectively transforming the ground truth data. Application of the transformed ground truth data is employed to accurately identify the source and/or meaning of the natural language, and in one embodiment, to product a physical action or transformation of a physical hardware device.

Claim (Index 16):
The method of  claim 15 , wherein execution of the constructed training module further comprising applying the identified tags to a confidence assessment.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 88.0
- Lexical Diversity: 1.80597
- Patent Class: 704.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15866706', '11368130', '15866698', '10562044', '14623846']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2569401781261033
- 35 USC 102 Novelty (BERT): 0.5000716191571845
- Combined Prediction Score: 0.2812533222292115
- Mean Citation Score: 190.750198
- Max Citation Score: 220.75908
- Similarity Product: 137.53113615838768

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

Dataset: test