PATENT CLAIM ANALYSIS

Application Number: 15917952
Application Type: Utility
Filing Date: 2018-03
Publication Date: 2019-09
Patent Classification: ["370", "242000"]

Abstract:
Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for telecommunications network troubleshooting. In one aspect, a method includes obtaining multiple current observations characterizing current operation of a telecommunications network, the multiple observations including performance monitoring data for the network and quality of service data for the network. One or more prior network states for the network are obtained. A current state of the network is determined, by a machine learning model, based on the current observations and the one or more prior network states. One or more actions are performed based on the current state of the network, including, when the current state of the network is an abnormal state, taking an action that is mapped to the abnormal state.

Claim (Index 10):
A system, comprising:\n a data processing apparatus; a non-transitory memory storage in data communication with the data processing apparatus and storing instructions executable by the data processing apparatus and that upon such execution cause the data processing apparatus to perform operations comprising: obtaining, by one or more data processors, multiple current observations characterizing current operation of a telecommunications network, the multiple observations including performance monitoring data for the network and quality of service data for the network; obtaining, by the one or more data processors, one or more prior network states for the network; determining, by a machine learning model, a current state of the network based on the current observations and the one or more prior network states, including processing the current observations in accordance with current values of a set of machine learning model parameters; logging, by the one or more data processors, the current state of the network as an additional state of the one or more prior network states; and performing, by the one or more processors, one or more actions based on the current state of the network, including, when the current state of the network is an abnormal state, taking an action that is mapped to the abnormal state.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 90.0
- Lexical Diversity: 2.27419
- Patent Class: 370.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15091840', '15349894', '14821549', '14097862', '15016173']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.4702099005781535
- 35 USC 102 Novelty (BERT): 0.486194328762784
- Combined Prediction Score: 0.4718083433966166
- Mean Citation Score: 176.2632
- Max Citation Score: 185.27437
- Similarity Product: 132.84921200195194

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

Dataset: test