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 16):
The non-transitory computer storage medium of  claim 15 , wherein the execution causes the data processing apparatus to perform further operations comprising:\n obtaining, by the one or more data processors, multiple new observations characterizing operation of the network after performing the one or more actions, the multiple new observations including performance monitoring data and quality of service data for the network after performing the one or more actions; obtaining, by the one or more data processors, one or more network states of the network prior to having performed the one or more actions; determining, by the machine learning model, a new state of the network based on the new observations and the one or more network states prior to having performed the one or more actions, including processing the new observations and the one or more network states prior to having performed the one or more actions in accordance with the current values of the set of machine learning model parameters; logging, by the one or more data processors, the new state of the network; performing, by the one or more processors, one or more new actions based on the new state of the network, including, when the new state of the network is an abnormal state, taking a new 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): 0.4703750628597745
- 35 USC 102 Novelty (BERT): 0.4855493847707995
- Combined Prediction Score: 0.471892495050877
- Mean Citation Score: 176.2632
- Max Citation Score: 185.27437
- Similarity Product: 133.67390810631335

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