PATENT CLAIM ANALYSIS

Application Number: 15882490
Application Type: Utility
Filing Date: 2018-01
Publication Date: 2019-08
Patent Classification: ["717", "124000"]

Abstract:
Software applications are tested in different contexts, such as on different devices and under different conditions. During initial testing of an application, conditions of contexts are selected randomly, and the application is tested in each resulting context. After obtaining results from a sufficient number of contexts, the results are analyzed to create a predictive model indicating, for any postulated context, whether testing of the application is most likely to fail or to otherwise produce negative test results. The model is then analyzed to identify contexts that are most likely to produce negative results or failures, and those contexts are emphasized in subsequent application testing.

Claim (Index 7):
One or more non-transitory computer-readable media storing computer-executable instructions that, when executed by one or more processors, cause the one or more processors to perform actions comprising:\n performing multiple test procedures to produce multiple test results, wherein a test procedure comprises:\n randomly selecting, as a randomly selected device state, a device state; \n configuring a device to have the randomly selected device state; \n performing a test of an application; \n determining a context score based at least in part on a performance of the application during the test; and \n recording a test result, the test result indicating the randomly selected device state under which the test was performed, the context score, and whether the application passed the test; \n utilizing the multiple test results to create a predictive model that predicts a predictive test result for a postulated device state; identifying multiple postulated device states that the predictive model predicts will result in a failing context score and negative test results; and performing additional test procedures based at least in part on the multiple postulated device states, to produce additional test results.

Metadata:
- Claim Count in Document: 4.0
- Percentile: 86.0
- Lexical Diversity: 1.85484
- Patent Class: 717.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['11860515', '14683499', '14448435', '14245587', '12034181']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2983084825711047
- 35 USC 102 Novelty (BERT): 0.4770589146520236
- Combined Prediction Score: 0.3161835257791967
- Mean Citation Score: 98.9502608
- Max Citation Score: 105.83582
- Similarity Product: 76.49954549269201

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

Dataset: test