PATENT CLAIM ANALYSIS

Application Number: 15962927
Application Type: Utility
Filing Date: 2018-04
Publication Date: 2018-08
Patent Classification: ["709", "217000"]

Abstract:
Embodiments seek to improve prefetch hinting using time-dependent, machine-generated hints. Some embodiments operate in context of client machines in communication hinting machines that can develop information about whether and how resources are used in network transactions over time by collecting “resource samples.” Each resource sample can identify rendering status information of a resource at a sample time. The time-based samples can be used to compute time-based probabilities for the resources, indicating, for example, the likelihood of a resource being used to render a web page at some subsequent time. Time-dependent hints can be generated as a function of the time-based probabilities, and the time-dependent hints can be used to improve prefetching by optimizing the hinting information with respect to a particular request time (e.g., the prefetching hints for rendering a web page can be generated in a manner that accounts for when the web page is being rendered).

Claim (Index 2):
The method of  claim 1 , further comprising:\n receiving a hinting request at the hinting machine from a client machine at a request time in association with the client machine rendering the web page; generating, by the hinting machine in response to the hinting request, a hinting response comprising the time-dependent hint; and communicating the hinting response from the hinting machine to the client machine.

Metadata:
- Claim Count in Document: 80.0
- Percentile: 91.0
- Lexical Diversity: 1.92857
- Patent Class: 709.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15957523', '15758918', '14276936', '14692156', '15469006']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2745475220282665
- 35 USC 102 Novelty (BERT): 0.5110021235326342
- Combined Prediction Score: 0.2981929821787033
- Mean Citation Score: 241.352034
- Max Citation Score: 311.00293
- Similarity Product: 237.2507868975842

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