Massachusetts US District Court Judge Dennis Saylor will preside over the naturalisation ceremony today afternoon.
The library will present everyone with a commemorative edition of Kennedy's inaugural address.
Kennedy served as America's 35th president and also was the nation's first Irish-Catholic commander in chief. His great-grandparents immigrated to the country from Ireland.
The ceremony is sponsored by the US Department of Justice and the US Citizenship and Immigration Services.
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