PATENT CLAIM ANALYSIS

Application Number: 16112541
Application Type: Utility
Filing Date: 2018-08
Publication Date: 2018-12
Patent Classification: ["370", "252000"]

Abstract:
An analytic application may automatically determine a root cause of an issue with a wireless carrier network and generate a solution for the root cause. Initially, a data management platform may receive performance data regarding user device and network components of a wireless carrier network from multiple data sources. Subsequently, the analytic application may receive an indication of an issue affecting one or more user devices that are using the wireless carrier network. The analytic application may analyze the performance data using a trained machine learning model to determine a root cause for the issue affecting the one or more user devices. The trained machine learning model may employ multiple types of machine learning algorithms to analyze the performance data. The analytic application may provide the root cause or the solution that resolves the root cause for presentation.

Claim (Index 1):
One or more non-transitory computer-readable media storing computer-executable instructions that upon execution cause one or more processors to perform acts comprising:\n receiving performance data regarding user device and network components of a wireless carrier network from multiple data sources; receiving an indication of an issue affecting one or more user devices that are using the wireless carrier network, the issue impacting a quality of service experienced by at least one user of the one or more user devices as the one or more user devices are used to make voice calls, make multimedia calls, upload data, or download data using the wireless carrier network; analyzing the performance data using a trained machine learning model to determine a root cause for the issue affecting the one or more user devices, the trained machine learning model employing multiple types of machine learning algorithms to analyze the performance data; and providing at least one of the root cause and a solution that resolves the root cause for presentation.

Metadata:
- Claim Count in Document: 1.0
- Percentile: 96.0
- Lexical Diversity: 2.47458
- Patent Class: 370.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15212061', '15212110', '15625007', '15625028', '15019947']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.5266613679085032
- 35 USC 102 Novelty (BERT): 0.4958652201456567
- Combined Prediction Score: 0.5235817531322186
- Mean Citation Score: 191.098406
- Max Citation Score: 282.60855
- Similarity Product: 246.7696586996913

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

Dataset: test