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 15):
A system for time-dependent hint generation comprising:\n means for receiving a plurality of resource samples of a child resource, each resource sample comprising one of a plurality of different sample times each corresponding to a different prior rendering of a web page, each resource sample further indicating a rendering status of the child resource during the prior rendering of the web page at the corresponding sample time; means for calculating, as a function of the plurality of resource samples, a time-based probability of the child resource being fetched as part of a future rendering of the web page; and means for generating, according to the time-based probability, a time-dependent hint for prefetching the child resource in association with a future rendering of the web page by a 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): 0.2741686554040733
- 35 USC 102 Novelty (BERT): 0.5150691193492534
- Combined Prediction Score: 0.2982587017985913
- Mean Citation Score: 241.352034
- Max Citation Score: 311.00293
- Similarity Product: 210.50287724529736

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