PATENT CLAIM ANALYSIS

Application Number: 16281538
Application Type: Utility
Filing Date: 2019-02
Publication Date: 2019-06
Patent Classification: ["709", "219000"]

Abstract:
Methods, systems, and apparatus include computer programs encoded on a computer-readable storage medium, including a system that controls content distribution using a feedback loop. Content is distributed over multiple different online channels using a same initial selection value for distribution over each different online channel. An observed user actions required for distribution of the content over the multiple different online channels is received through a feedback loop and for multiple different distributions of the content. Based on the observed user actions received through the feedback loop, a predicted user action rate is determined for the multiple different distributions across the multiple different online channels. The selection value is adjusted based on a difference between the predicted user action rate and a reference distribution amount specified by a provider of the content. The content is distributed over the multiple different online channels using the adjusted selection value.

Claim (Index 8):
A system comprising:\n a third-party content corpus database that stores information for various content that are available to be distributed to client devices; and a distributed computing environment, including multiple computing devices and a feedback loop wherein the distributed computing environment interacts with the third-party content corpus database and performs operations comprising:\n distributing, by one or more servers in a distributed computing environment, content over multiple different online channels using a same reference distribution amount specified by a provider of the content for distribution over the multiple different online channels, wherein a feedback loop is configured to obtain feedback about the distributions and adjust a transmission of content over the multiple different online channels by adjusting a selection value used to distribute content over the multiple different online channels; \n receiving, through a feedback loop and for multiple different distributions of the content over the multiple different online channels, observed user actions with the content distributed to client devices over the multiple different online channels; \n determining, by the one or more servers and based on the observed user actions received through the feedback loop, a predicted user action rate for the multiple different distributions across the multiple different online channels; \n adjusting, by the one or more servers, the selection value for the multiple different online channels based on and the predicted user action rate and the same reference distribution amount specified by the provider of the content; and \n distributing, by the one or more servers, the content using the adjusted selection value.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 99.0
- Lexical Diversity: 2.4
- Patent Class: 709.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['16015873', '15290940', '15215587', '15642994', '15721671']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2310961928122171
- 35 USC 102 Novelty (BERT): 0.513218754104386
- Combined Prediction Score: 0.259308448941434
- Mean Citation Score: 216.56248
- Max Citation Score: 322.17856
- Similarity Product: 306.8441948226929

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

Dataset: test