PATENT CLAIM ANALYSIS

Application Number: 15976689
Application Type: Utility
Filing Date: 2018-05
Publication Date: 2018-11
Patent Classification: ["370", "252000"]

Abstract:
This disclosure describes techniques for optimizing operational performance of femtocell devices deployed within a telecommunications network. More particularly, a femtocell Optimization (FCO) system is described that detects service issues that affect femtocell device(s). In some instances, the FCO system may automatically deploy a service resolution for known service issues or alerts network representatives for unresolved service issues. Moreover, the FCO system may be further configured to optimize resource utilization of a femtocell device network by preemptively correcting femtocell provisioning issues, based on patterns of historic service issues. The FCO system may further optimize resource usage of femtocell devices by selectively intercepting and terminating connectivity requests (i.e. rejecting issuance of Internet Protocol (IP) addresses) from client devices, or client device types, that have not historically overwhelmed femtocell network resources. The FCO system may further generate a femtocell analysis model to preemptively deploy service resolutions that protect against probable degradations in performance.

Claim (Index 4):
The computer-implemented method of  claim 1 , further comprising:\n retrieving, from a data store, historical instances of service resolutions that have resolved one or more historical service issues associated with the telecommunications network; and analyzing the historical instances of service resolutions using one or more trained machine learning algorithms to identify a service resolution to resolve the service issue associated with the impacted femtocell device.

Metadata:
- Claim Count in Document: 37.0
- Percentile: 93.0
- Lexical Diversity: 1.81053
- Patent Class: 370.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['12845131', '15076229', '15212110', '12252202', '13969889']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.5125217707560316
- 35 USC 102 Novelty (BERT): 0.4778929568563596
- Combined Prediction Score: 0.5090588893660644
- Mean Citation Score: 144.269844
- Max Citation Score: 151.00444
- Similarity Product: 100.99349703343869

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