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Adaptability and advanced services for ambient intelligence in the internet of things require an intelligent technological support for knowing the needs and the desires of users in the interactions with the environment for their daily use.To this purpose in some cases we can discover these characteristics by observing the human behavior,while in others we can retrieve stored information associated to the person.In both cases,the use of biometrics can be extremely useful both to understand the human behavior and to identify the person or the class of persons with similar characteristics so as to derive their needs and desires.