PATENT CLAIM ANALYSIS

Application Number: 16201883
Application Type: Utility
Filing Date: 2018-11
Publication Date: 2019-04
Patent Classification: ["709", "203000"]

Abstract:
Systems and methods for managing content delivery functionalities based on machine learning models are provided. In one aspect, content requests are routed in accordance with clusters of historical content requests to optimize cache performance. In another aspect, content delivery strategies for responding to content requests are determined based on a model trained on data related to historical content requests. The model may also be used to determine above-the-fold configurations for rendering responses to content requests. In some embodiments, portions of the model can be executed on client computing devices.

Claim (Index 13):
The system of  claim 8 , wherein the hardware processor is further configured to update the grouping criterion based on a condition.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 98.0
- Lexical Diversity: 1.61667
- Patent Class: 709.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['14578189', '14578050', '14578099', '15888860', '14942728']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3937197284037864
- 35 USC 102 Novelty (BERT): 0.5313971545906518
- Combined Prediction Score: 0.4074874710224729
- Mean Citation Score: 316.780138
- Max Citation Score: 386.06497
- Similarity Product: 264.44118184778574

Labels:
- Claim Label 101: 1
- Claim Label 102: 0
- Claim Label 103: 1
- Claim Label 112: 1
- Combined Label: 0
- Label 101 Adjusted: 1

Dataset: test