PATENT CLAIM ANALYSIS

Application Number: 16455902
Application Type: Utility
Filing Date: 2019-06
Publication Date: 2019-10
Patent Classification: ["704", "009000"]

Abstract:
Training data including a first and second group of questions each associated with an answer is read into memory by a computer. A class of answers including the answer to a question for each question is determined, where each class of answers has a class label that is associated with each of the questions, and each of the questions are classified into a respective class of answers, accordingly. First and second training data is generated including the first and second groups of questions and corresponding classes of answers for use in first and second classifiers, respectively. Each question of the first and second group of questions is classified by the second and first classifiers, respectively, where the classifying generates corresponding classification results. The first or second training data is updated based on the classification results to generate corresponding updated first or second training data, respectively.

Claim (Index 11):
The computer-implemented method of  claim 1 , wherein the first and second classification results include degree of confidence values corresponding to the classifying of each question with respect to corresponding classifications by the first and second classifiers, respectively, and wherein updating the first and second training data comprises:\n reclassifying a question from one class into another class when a degree of confidence value for the question exceeds a predetermined threshold value.

Metadata:
- Claim Count in Document: 2.0
- Percentile: 100.0
- Lexical Diversity: 2.61667
- Patent Class: 704.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['15845031', '16455959', '15705596', '14603019', '14955547']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3207564905951891
- 35 USC 102 Novelty (BERT): 0.6487711122731279
- Combined Prediction Score: 0.3535579527629829
- Mean Citation Score: 457.083546
- Max Citation Score: 617.2985
- Similarity Product: 590.3522974675892

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