PATENT CLAIM ANALYSIS

Application Number: 15985473
Application Type: Utility
Filing Date: 2018-05
Publication Date: 2019-11
Patent Classification: ["725", "009000"]

Abstract:
A method receives user behavior information at a first system. The user behavior information is determined by user interaction with a first list sent to the user by a first network on a video delivery service. A first state is generated using the received user behavior information and prior user behavior information by the user from cells that store the prior user behavior. The method inputs the first state into a second network with the first recommendation list to generate a value that evaluates a performance of recommending the first recommendation list. An update to parameters is generated for the first network and provided to the first network. The first network generates a second state from the received user behavior information and prior user behavior information derived from cells that store the prior user behavior and outputs a second recommendation list using the second state and updated parameters.

Claim (Index 1):
A method comprising:\n receiving, by a computing device, user behavior information for a user at a first system, the user behavior information determined by user interaction with a first recommendation list sent to the user by a first network on a video delivery service; generating, by the computing device, a first state using the received user behavior information and prior user behavior information by the user from a first set of cells that store the prior user behavior; inputting, by the computing device, the first state into a second network with the first recommendation list from the first network to generate a value that evaluates a performance of recommending the first recommendation list; generating, by the computing device, a first evaluation score for the first network, wherein first network parameters are updated based on the first evaluation score to generate a first update to the first network parameters; generating, by the computing device, a second state using the received user behavior information and the prior user behavior information by the user from a second set of cells that store the prior user behavior; and outputting, by the computing device, a second recommendation list using the first network based on the first update to the first network parameters and the second state without being prompted by the user, wherein the second network uses the second recommendation list to generate a second evaluation score for the first network.

Metadata:
- Claim Count in Document: 1.0
- Percentile: 93.0
- Lexical Diversity: 2.8
- Patent Class: 725.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15427873', '13530728', '15594121', '15352310', '15399702']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.4008847835179984
- 35 USC 102 Novelty (BERT): 0.4675353811545981
- Combined Prediction Score: 0.4075498432816584
- Mean Citation Score: 121.9289152
- Max Citation Score: 129.77261
- Similarity Product: 92.01313420948324

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

Dataset: test