Validation algorithm for aligning postal addresses available on the Internet*
Mariya Savova Evtimova · 2023
The internet often serves as a vast pool of information that can be utilized to retrieve personal information and locate individuals. Typically, governmental institutions in higher education provide addresses to people associated with them. However, the information available on the internet relating to personal data is not always accurate and can lead to misunderstandings, especially concerning the urgency of finding the right person at the right time.One potential solution is the development of an algorithm for validating and verifying addresses. This algorithm could help identify outdated or incorrect address information within personal data available on the internet. This issue could be addressed by implementing an algorithm that incorporates a verification mechanism for addresses, ensuring users receive accurate information.In this paper, it is proposed a novel algorithm for address verification utilizing ROBERTA. The paper outlines an address verification algorithm that leverages the Hugging Face Transformers Library to implement the ROBERTA model proposed in the study. This algorithm is applied to the personal address data available on the internet. The algorithm’s performance is evaluated, yielding notably positive results in address validation.