PATENT CLAIM ANALYSIS

Application Number: 15862945
Application Type: Utility
Filing Date: 2018-01
Publication Date: 2019-07
Patent Classification: ["370", "329000"]

Abstract:
In one embodiment, a device identifies a predicted future location of a vehicle. The device uses a machine learning-based model to predict a dwell time for the vehicle at the predicted future location. The device determines, based on the predicted dwell time, whether the vehicle should associate with a wireless access point in the predicted future location. The device selects a particular wireless access point in the predicted future location for association, when the device determines that the vehicle should associate with a wireless access point in the predicted future location. The device initiates an association between the vehicle and the selected wireless access point, prior to the vehicle arriving at the predicted future location.

Claim (Index 10):
An apparatus, comprising:\n one or more network interfaces to communicate with a network; a processor coupled to the network interfaces and configured to execute one or more processes; and a memory configured to store a process executable by the processor, the process when executed configured to:\n identify a predicted future location of a vehicle; \n use a machine learning-based model to predict a dwell time for the vehicle at the predicted future location; \n determine, based on the predicted dwell time, whether the vehicle should associate with a wireless access point in the predicted future location; \n select a particular wireless access point in the predicted future location for association, when the device determines that the vehicle should associate with a wireless access point in the predicted future location; and \n initiate an association between the vehicle and the selected wireless access point, prior to the vehicle arriving at the predicted future location.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 86.0
- Lexical Diversity: 2.60417
- Patent Class: 370.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15782197', '15499201', '15726543', '12530371', '14933693']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.5107796755435182
- 35 USC 102 Novelty (BERT): 0.4567187101210482
- Combined Prediction Score: 0.5053735790012712
- Mean Citation Score: 131.63716000000002
- Max Citation Score: 140.00055
- Similarity Product: 108.2110459932804

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