PATENT CLAIM ANALYSIS

Application Number: 15969357
Application Type: Utility
Filing Date: 2018-05
Publication Date: 2018-11
Patent Classification: ["455", "522000"]

Abstract:
A data driven management device of a small cell network is provided, wherein the device includes a data receiver, a data processor and a data configurator. The data receiver receives parameters configured and managed from each of small cells. The data processor is configured to pre-process the received parameters to remove the unnecessary parameters and to calculate at least one performance result based on the pre-processed parameters. The data processor is further configured to establish a model based on at least one of the pre-processed parameters. The data processor determines the optimized parameter based on the best performance result of the model to determine a decision result. The data configurator is connected to the data processor and configures and manages the small cells based on the decision result.

Claim (Index 3):
The data driven management device of  claim 2 , wherein:\n the performance predicting model establishing module further detects the small cells which are not in service to any user devices; and the data processor shuts down the small cells which are not in service to any of the user devices.

Metadata:
- Claim Count in Document: 9.0
- Percentile: 93.0
- Lexical Diversity: 2.47273
- Patent Class: 455.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: True
- Related Applications: ['14643389', '12634057', '16073330', '15808259', '14075516']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.6937199961421813
- 35 USC 102 Novelty (BERT): 0.4887381102023074
- Combined Prediction Score: 0.6732218075481938
- Mean Citation Score: 144.76216000000005
- Max Citation Score: 158.37433
- Similarity Product: 100.77549736260472

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