Author Name Ambiguity is an issue that occurs when publication records contain ambiguous or ambiguous author names, i.e. the same author may appear under different names, or different authors may have similar names. The method proposed in this research is Cost-Sensitive Deep Neural Network (CSDNN). The bibliographic dataset used is the DBLP Dataset by Jinseok Kim, et al. This research focuses o…