PATENT CLAIM ANALYSIS

Application Number: 16444064
Application Type: Utility
Filing Date: 2019-06
Publication Date: 2019-10
Patent Classification: ["705", "007110"]

Abstract:
An approach is provided for rationalizing operational data. Persisted knowledge of previous data transactions is determined to not include a previous data profile matching a current data profile. Stochastic data sampling generates a sample of a current dataset. Data size and shape corrections are determined and updated by iterations of a statistical inference technique. Data in the sample is corrected by using the data size and shape corrections to provide a confidence level exceeding a threshold. Persisted knowledge configurations are updated with parameters of the statistical inference technique, the data size and shape corrections, and filtering rule(s). A recommended modification of a query of a current data transaction is determined to provide data in the current dataset with the level of confidence exceeding the threshold. The recommended modification is applied to the query.

Claim (Index 5):
The method of  claim 1 , further comprising the step of:\n providing at least one support service for at least one of creating, integrating, hosting, maintaining, and deploying computer-readable program code in the computer system, the program code being executed by a processor of the computer system to implement the steps of (i) determining that the current data transaction is not the new transaction, (ii) determining that the persisted knowledge does not include the previous data profile that matches the current data profile, (iii) generating the sample of the current dataset, (iv) determining and updating the data size correction and the data shape correction, (v) correcting the data in the sample, (vi), updating the configurations in the persisted knowledge, (vii) generating the recommendations of the modifications to the one or more queries, (viii) determining that the application of the recommendations provides the data in the current dataset with the level of confidence that exceeds the threshold, and (ix) modifying the one or more queries.

Metadata:
- Claim Count in Document: 29.0
- Percentile: 100.0
- Lexical Diversity: 2.28125
- Patent Class: 705.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['14590261', '14982376', '13200880', '14610521', '15615116']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.0906473755547522
- 35 USC 102 Novelty (BERT): 0.6054434226505667
- Combined Prediction Score: 0.1421269802643336
- Mean Citation Score: 218.48983200000004
- Max Citation Score: 540.5174
- Similarity Product: 496.69855328208206

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