Abstract: An apparatus is provided that includes comprising: a processing circuit to accept data indicative at least one health of beauty state of a user; a communication circuit to convey the accepted data to machine learning models and to receive a regimen recommendation from the machine learning models; and a user interface circuit to present the regimen recommendation to the user.

Abstract: A computer system and the computer-implemented method of generating and providing skin or hair care product recommendations to a subject, wherein the method comprises determining, by a computing device, more than one pollutant exposure amount for the subject; determining, by the computing device, a target exposure limit for each pollutant; determining, by the computing device, pollutants to which the subject has the highest exposure; and providing, by the computing device, at least one skin or hair care product recommendation to the subject, wherein the recommendation is based on the pollutants to which the subject has the highest exposure.

Abstract: A system is provided for determining personal ultra-violet (UV) radiation measurements. The system may include a measurement device configured to measure UV irradiation; and a terminal device configured to receive an output of the measured UV irradiation from the measurement device and to display a specific user's personal UV exposure risk level based on at least the measured sun irradiation.

Abstract: An apparatus is provided that includes comprising: a processing circuit to accept data indicative at least one health of beauty state of a user; a communication circuit to convey the accepted data to machine learning models and to receive a regimen recommendation from the machine learning models; and a user interface circuit to present the regimen recommendation to the user.

Abstract: A system is provided for determining personal ultra-violet (UV) radiation measurements. The system may include a measurement device configured to measure UV irradiation; and a terminal device configured to receive an output of the measured UV irradiation from the measurement device and to display a specific user's personal UV exposure risk level based on at least the measured sun irradiation.

Abstract: A system is provided for determining personal ultra-violet (UV) radiation measurements, comprising: a measurement device configured to measure UV irradiation; and a terminal device configured to receive or capture an output of the measured UV irradiation from the measurement device and to determine a specific user's personal UV exposure risk level based on at least the measured sun irradiation and information of a skin type of the specific user. The measurement device configured to measure UV radiation exposure includes a surface that includes a plurality of different sections that each have a different sensitivity to UV radiation exposure, and each of the plurality of different sections are configured to display a different color in response to the UV radiation exposure.

Abstract: A system is provided for determining personal ultra-violet (UV) radiation measurements, comprising: a measurement device configured to measure UV irradiation; and a terminal device configured to receive or capture an output of the measured UV irradiation from the measurement device and to determine a specific user's personal UV exposure risk level based on at least the measured sun irradiation and information of a skin type of the specific user. The measurement device configured to measure UV radiation exposure includes a surface that includes a plurality of different sections that each have a different sensitivity to UV radiation exposure, and each of the plurality of different sections are configured to display a different color in response to the UV radiation exposure.