PATENT CLAIM ANALYSIS

Application Number: 16149689
Application Type: Utility
Filing Date: 2018-10
Publication Date: 2019-01
Patent Classification: ["700", "236000"]

Abstract:
Systems, methods, and apparatuses for optimizing performance of a product dispenser are provided herein. Depending on the circumstances surrounding the product dispenser (e.g., the environment, the type or habits of users or individual users, etc.), initial dispensing parameter settings of the product dispenser may be undesirable. Using monitored usage data, optimized dispensing parameters can be determined to achieve more desirable usage of the product dispenser (e.g., decrease waste, power save, increase efficiency, etc.). Additionally, using bounding parameters and/or information from the environment (e.g., nearby product dispensers) can lead to further optimized performance of the product dispenser. User or group specific optimized dispensing parameters can also be determined and used.

Claim (Index 16):
The method according to  claim 15 , wherein determining the second estimated number of unique users comprises dividing the total number of dispenses in the second subset by 2.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 97.0
- Lexical Diversity: 1.86111
- Patent Class: 700.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['15213910', '14604232', '15481113', '15247019', '12567266']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.4923681458970402
- 35 USC 102 Novelty (BERT): 0.5314028242201125
- Combined Prediction Score: 0.4962716137293474
- Mean Citation Score: 290.5578720000001
- Max Citation Score: 391.49115
- Similarity Product: 261.9040673856765

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