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Rose D. added photos to project Home Fingerprint

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Home Fingerprint

Home automation is stepping into the realm of data science and machine learning, but by doing so homes need to become smarter, utilizing sensors to track and analyze data. A crucial part in doing so is developing a home identity, or fingerprint through sensors that maps when a user is home and the environment they live in verses when a user is not home and the environment. This analysis will show use a fingerprint of attributes that help define the pattern of the home. Through this, it can be determined the typical temperature range in the home with a high and low value, average humidity, noise, how often the user is home, sleep patterns and much more. This is a concept that can be integrated into many technologies or home ecosystems.  

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Rose D. created project Home Fingerprint

Medium ed5c034b 524c 460d b21e 9ee471e66f00

Home Fingerprint

Home automation is stepping into the realm of data science and machine learning, but by doing so homes need to become smarter, utilizing sensors to track and analyze data. A crucial part in doing so is developing a home identity, or fingerprint through sensors that maps when a user is home and the environment they live in verses when a user is not home and the environment. This analysis will show use a fingerprint of attributes that help define the pattern of the home. Through this, it can be determined the typical temperature range in the home with a high and low value, average humidity, noise, how often the user is home, sleep patterns and much more. This is a concept that can be integrated into many technologies or home ecosystems.  

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