PATENT CLAIM ANALYSIS

Application Number: 16029000
Application Type: Utility
Filing Date: 2018-07
Publication Date: 2020-01
Patent Classification: ["455", "456500"]

Abstract:
In one embodiment, a device determines that location accuracy performance of an indoor positioning system deployment is below a predefined threshold. The device obtains characteristic data for the indoor positioning system deployment. The device identifies, by using the characteristic data as input to a machine learning model, one or more contributing factors from the characteristic data for the location accuracy performance of the indoor positioning system deployment being below the predefined threshold. The device initiates a remediation action based on the identified one or more contributing factors for the location accuracy performance of the indoor positioning system deployment being below the predefined threshold.

Claim (Index 19):
A tangible, non-transitory, computer-readable medium storing program instructions that cause a node in a network to execute a process comprising:\n determining, by the node, that location accuracy performance of an indoor positioning system deployment is below a predefined threshold, wherein an indoor positioning system associated with the indoor positioning system deployment is configured to estimate a location of one or more mobile devices inside of a building using measurements collected by the indoor positioning system, and the location accuracy performance is a distance range indicating how accurate an indoor positioning system is in estimating the location of one or more mobile devices in the building; in response to determining that the location accuracy performance is below a predefined threshold:\n obtaining, by the node, characteristic data for the indoor positioning system deployment; \n identifying, by the node and by using the characteristic data as input to a machine learning model, one or more contributing factors from the characteristic data for the location accuracy performance of the indoor positioning system deployment being below the predefined threshold; and \n initiating, by the node, a remediation action based on the identified one or more contributing factors for the location accuracy performance of the indoor positioning system deployment being below the predefined threshold.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 95.0
- Lexical Diversity: 2.2449
- Patent Class: 455.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15132049', '15132051', '15447864', '15549336', '12815973']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.6497747883665456
- 35 USC 102 Novelty (BERT): 0.4774850600801899
- Combined Prediction Score: 0.63254581553791
- Mean Citation Score: 119.084408
- Max Citation Score: 124.24582
- Similarity Product: 80.3262397653675

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