PATENT CLAIM ANALYSIS

Application Number: 15914532
Application Type: Utility
Filing Date: 2018-03
Publication Date: 2018-09
Patent Classification: ["709", "224000"]

Abstract:
A set of key performance indicators (KPIs) is calculated for a first set of user devices based on device performance data of the first set of more user devices or network performance data of a communication network that provides communication services to the first set of user devices. The device performance data has at least one of temporal or geographical commonality with the network performance data. A machine learning (ML) model is then trained based on training data, in which the training data includes the network performance data and the set of KPIs calculated for the first set of user devices. The ML model is applied to additional network performance data of the communication network to extrapolate one or more extrapolated KPIs for the first set of user devices or a second set of user devices.

Claim (Index 8):
The one or more non-transitory computer-readable media of  claim 1 , wherein the network performance data of the communication network includes one or more of Radio Access Network (RAN) Operation Support System (OSS) counters, Call Detail Records (CDRs), VoLTE call traces, Session Initiation Protocol (SIP) trace data, IP trace data, or Real-Time Transport Protocol (RTP) Control Protocol (RTCP) trace data.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 90.0
- Lexical Diversity: 2.58929
- Patent Class: 709.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['15141664', '15394502', '14803769', '14567044', '15235987']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2964586967314108
- 35 USC 102 Novelty (BERT): 0.4962127119899398
- Combined Prediction Score: 0.3164340982572637
- Mean Citation Score: 214.267534
- Max Citation Score: 249.86252
- Similarity Product: 180.33914284439564

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

Dataset: test