| CPC G06N 7/01 (2023.01) [G06F 9/4881 (2013.01); H04L 9/0643 (2013.01); H04L 9/0872 (2013.01); H04W 4/021 (2013.01); A61L 2202/14 (2013.01); H04L 9/50 (2022.05)] | 20 Claims |

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1. A dynamic cross-contamination reduction control system comprised of an operational device having an at least one touch surface whereby the at least one touch surface is interacted by a physical touch by a first person in a first user session and then subsequently by a second person in a second user session; an at least one pathogen inactivation component to decontaminate the at least one touch surface; a microprocessor controller having an at least one sensor to monitor a last touch by the first person, a first touch by the second person, a running time touch interval between a current time and the time of the last touch by the first person, a starting time of the at least one pathogen inactivation component, a running inactivation process time from the current time and the starting time of the at least one pathogen inactivation component on the at least one touch surface, a pathogen probability function whereby the pathogen probability function is a function of at least one of a duration of time since the time of the last touch by the first person; and a visual indicator that signals to the second person as calculated by the microprocessor controller a visual signal indicating a safer location for the second person to touch the first touch by the second person to reduce cross-contamination probability by at least 5%.
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