PATENT CLAIM ANALYSIS

Application Number: 15957523
Application Type: Utility
Filing Date: 2018-04
Publication Date: 2018-08
Patent Classification: ["715", "234000"]

Abstract:
Embodiments seek to improve prefetch hinting by using automated browsing clusters to generate and update hinting models used for machine-generated hints. For example, hinting machines can include browsing clusters that autonomously fetch web pages in response to update triggers (e.g., client web page requests, scheduled web crawling, etc.) and generate timing and/or other hinting-related feedback relating to which resources were used to load the fetched web pages. The hinting machines can use the hinting feedback to generate and/or update hinting models, which can be used for machine-generation of hints. Some embodiments can provide preliminary hinting functionality in response to client hinting requests, for example, when hinting models for a requested page are insufficient (e.g., unavailable, outdated, etc.). For example, without having a sufficient hinting model in place, the hinting machine can fetch the page to generate preliminary hinting feedback, which it can use to machine-generate preliminary hints.

Claim (Index 24):
The system of  claim 17 , wherein at least one of the resources for which the automated browsing cluster identifies page fetching data is a uniform resource locator (URL) of a child resource of the web page.

Metadata:
- Claim Count in Document: 80.0
- Percentile: 91.0
- Lexical Diversity: 2.09877
- Patent Class: 715.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['15758918', '14276936', '14692156', '15469006', '14789271']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3239134514629777
- 35 USC 102 Novelty (BERT): 0.5009750075582944
- Combined Prediction Score: 0.3416196070725094
- Mean Citation Score: 206.211794
- Max Citation Score: 255.40782
- Similarity Product: 176.97743765882848

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