A Progress on the Personality Measurement Model using Ontology based on Social Media Text
Andry Alamsyah, Muhammad Fadhli Rachman, Cindy Septiani Hudaya, Rimba Pratama Putra, Aulia Ichsan Rifkyano, Fivi Nurwianti · 2019
Personality measurement (PM) has evolved from taking a personality test or expert assessment into utilizing user generated content to measure personality. Several attempts to create a model for PM has been done by the various researcher using English as the main language. While the PM model in Bahasa Indonesia is limited. Further research is required due to the unavailability of PM model in Bahasa Indonesia, lack of corpus to gain high accuracy, and the urgency of automating the measurement process. The progress of PM Ontology model is 1) we are enriching the corpus in Bahasa Indonesia in the ontology model 2) design and prototyping the PM ontology platform using Ruby programming language 3) evaluate the PM ontology model. Our proposed platform offers a fast and affordable tool to analyze large textual data to measures human personality based on big five personality traits. Extensively, the platform is beneficial to have express analysis process and utilized the insight into various areas such as human resources, CRM, marketing or another process that requires personality measurement.