ABSTRACT BISINDO (Indonesian Sign Language) is one of the sign languages used by the deaf community in Indonesia. In its usage, communication barriers are often encountered by individuals with hearing impairments because BISINDO is still not widely known and understood. This study employs the Cross-Industry Standard Process for Data Mining (CRISP-DM) methodology. The research develops a Convol…