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 15):
A method for processing natural language, comprising:\n transforming ground truth (GT) data by an artificial intelligence platform, including: constructing a training module to identify one or more taxonomy tags related to an ontology path of the GT data; executing the constructed training module, and applying the identified taxonomy tags to the GT, including appending the identified tags to the GT; and constructing a query, the query including a string of the GT with one or more of the identified taxonomy tags prepended to the string, the query including at least one synset and an immediate hypernym to an ontology path of the GT data.

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): 0.2567092424739352
- 35 USC 102 Novelty (BERT): 0.5013276340666557
- Combined Prediction Score: 0.2811710816332072
- Mean Citation Score: 190.750198
- Max Citation Score: 220.75908
- Similarity Product: 135.1700036514044

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