PATENT CLAIM ANALYSIS

Application Number: 16259831
Application Type: Utility
Filing Date: 2019-01
Publication Date: 2019-08
Patent Classification: ["705", "002000"]

Abstract:
Systems and methods for formulating a personalized skincare product for a user. Data inputs reflecting dermal information of the user (e.g., hydration level measurements, oil level measurements, and a photograph of the user's skin reflecting a set of skin concerns) are collected by a computing device and used to determine a set of normalized scores. A skin health data set is generated based on the normalized scores and stored in memory. A skin health metric is determined based on the skin health data set and is stored in memory. The computing device determines, using a machine learning framework, one or more first skincare product formulations based on the user skin health data set. The formulation(s) can be used to manufacture one or more customized skincare products for the user and can be iteratively refined over time, e.g., by collecting additional data from the user over time.

Claim (Index 20):
A computerized method of formulating first and second skin care products for a user, the method comprising:\n receiving, by a computing device, one or more first data inputs reflecting dermal information of the user; generating, by the computing device, based on the one or more first data inputs, a first skin health data set for the user, the first skin health data set including one or more normalized scores reflecting the one or more first data inputs; storing, by the computing device, the first skin health data set in first storage in electronic communication with the computing device; determining, by the computing device, a first skincare product formulation based on the first skin health data set; storing, by the computing device, the first skincare product formulation in second storage in electronic communication with the computing device; receiving, by the computing device, one or more second data inputs reflecting changes in the first data inputs after use of a first skincare product based on the first skincare product formulation; generating, by the computing device, based on the one or more first data inputs and one or more second data inputs, a second skin health data set for the user; storing, by the computing device, the second skin health data set in third storage in electronic communication with the computing device; determining, by the computing device, a second skincare product formulation based on the second skin health data set; and storing, by the computing device, the second skincare product formulation in fourth storage in electronic communication with the computing device.

Metadata:
- Claim Count in Document: 2.0
- Percentile: 99.0
- Lexical Diversity: 2.11538
- Patent Class: 705.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15397700', '13036783', '13859384', '13859359', '15477992']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.0883115677949907
- 35 USC 102 Novelty (BERT): 0.4944722909488553
- Combined Prediction Score: 0.1289276401103772
- Mean Citation Score: 179.277984
- Max Citation Score: 202.66629
- Similarity Product: 139.64187163738669

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

Dataset: test