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 1):
A computerized method of formulating a skin care product for a user, the method comprising:\n receiving, by a computing device, data inputs including one or more hydration level measurements of the user's skin, one or more oil level measurements of the user's skin, and a photograph of the user's skin reflecting a set of skin concerns; determining, by the computing device, based on the one or more hydration level measurements, a normalized hydration index score; determining, by the computing device, based on the one or more oil level measurements, a normalized oil index score; determining, by the computing device, based on the photograph of the user's skin, a set of normalized severity scores corresponding to a set of skin concerns of the user; generating, by the computing device, a first skin health data set including the normalized hydration index score, the normalized oil index score, and the set of normalized severity scores; storing, by the computing device, the first skin health data set in first memory in electronic communication with the computing device; determining, by the computing device, based on the first skin health data set, a first skin health metric; storing, by the computing device, the first skin health metric in second memory in electronic communication with the computing device; determining, by the computing device, using a machine learning framework operating on the computing device, one or more first skin care product formulations based on the first skin health metric and the first skin health data set; and storing, by the computing device, the one or more first skin care product formulations in third memory 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): 0.0883471791785582
- 35 USC 102 Novelty (BERT): 0.4940294830011483
- Combined Prediction Score: 0.1289154095608173
- Mean Citation Score: 179.277984
- Max Citation Score: 202.66629
- Similarity Product: 140.32446784697413

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