PATENT CLAIM ANALYSIS

Application Number: 16029052
Application Type: Utility
Filing Date: 2018-07
Publication Date: 2020-01
Patent Classification: ["706", "012000"]

Abstract:
Approaches, techniques, and mechanisms are disclosed for generating, enhancing, applying and updating knowledge neurons for providing decision making information to a wide variety of client applications. Domain keywords for knowledge domains are generated from domain data of selected domain data sources, along with keyword values for the domain keywords, and are used to generate knowledge artifacts for inclusion in knowledge neurons. These knowledge neurons may be enhanced by domain knowledge data sets found in various data sources and used to generate neural responses to neural queries received from the client applications. Neural feedbacks may be used to update and/or generate knowledge neurons. Any ML algorithm can use, or operate in conjunction with, a neural knowledge artifactory comprising the knowledge neurons to enhance or improve baseline accuracy, for example during a cold start period, for augmented decision making and/or for labeling data points or establishing ground truth to perform supervised learning.

Claim (Index 10):
The non-transitory computer readable medium of  claim 8 , wherein the one or more artifact significance score thresholds relates to one or more of: similarity-based scores, support-based scores, interlink-based scores, confidence-based scores, lift-based scores, knowledge relevance scores, or natural language processing generated scores.

Metadata:
- Claim Count in Document: 39.0
- Percentile: 95.0
- Lexical Diversity: 1.85393
- Patent Class: 706.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['16029032', '16029087', '14456985', '14985557', '14796838']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.347544283090042
- 35 USC 102 Novelty (BERT): 0.5083883381002194
- Combined Prediction Score: 0.3636286885910598
- Mean Citation Score: 192.8354468
- Max Citation Score: 284.632
- Similarity Product: 215.0733951063156

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