PATENT CLAIM ANALYSIS

Application Number: 16057438
Application Type: Utility
Filing Date: 2018-08
Publication Date: 2019-02
Patent Classification: ["706", "016000"]

Abstract:
Users may request assistance or information from a limited number of resources, such as submitting a user request by speaking or entering text. A user request from among the pending user requests may be selected using a selection model. A selection model may process features relating to each of the pending user requests and generate a probability distribution for the pending user requests. A user request may then be selected using the probability distribution, such as by making a random selection. The selection model may be updated over multiple time periods by computing reward scores for the selection decisions made by the selection model and using the reward scores to update the parameters of the selection model.

Claim (Index 5):
The method of  claim 4 , wherein the reward score is:\n positive if the performance of the first selection model during the first time period is better than the performance of the third selection model during the third period; and negative if the performance of the first selection model during the first time period is worse than the performance of the third selection model during the third period.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 96.0
- Lexical Diversity: 2.13793
- Patent Class: 706.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['15254086', '15678890', '15254041', '15254008', '15254061']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3591207884688729
- 35 USC 102 Novelty (BERT): 0.5149104835378759
- Combined Prediction Score: 0.3746997579757732
- Mean Citation Score: 141.890778
- Max Citation Score: 157.01259
- Similarity Product: 72.8088197351888

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

Dataset: test