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 17):
The apparatus as in  claim 10 , wherein the apparatus uses the machine learning-based model to predict the dwell time for the vehicle at the predicted future location by:\n assigning the vehicle to one of a plurality of dwell time classifications, wherein each dwell time classification is associated with a different range of dwell times.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 86.0
- Lexical Diversity: 2.60417
- Patent Class: 370.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['15782197', '15499201', '15726543', '12530371', '14933693']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.5344780874405745
- 35 USC 102 Novelty (BERT): 0.4810239460064477
- Combined Prediction Score: 0.5291326732971618
- Mean Citation Score: 131.63716000000002
- Max Citation Score: 140.00055
- Similarity Product: 91.03318214524984

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