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 7):
The method of  claim 1 , further comprising:\n sending the second recommendation list to the second network; and inputting the second state into the second network with the second recommendation list from the first network to generate the second evaluation value that evaluates the performance of recommending the second recommendation list.

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): 0.3973466937157968
- 35 USC 102 Novelty (BERT): 0.4810424966702865
- Combined Prediction Score: 0.4057162740112458
- Mean Citation Score: 121.9289152
- Max Citation Score: 129.77261
- Similarity Product: 82.6699823973006

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