Given the recurring issue of missing citations or the failure to automatically link them to a researcher's listed publications on the Research Gate platform, there is a growing need to develop a manual or semi-automated algorithm that allows researchers to manually associate these citations with their published works. The main challenges lie in discrepancies in author names or email addresses used during publication, which hinder the automatic matching process.