TY - GEN
T1 - A Progress on the Personality Measurement Model using Ontology based on Social Media Text
AU - Alamsyah, Andry
AU - Rachman, Muhammad Fadhli
AU - Hudaya, Cindy Septiani
AU - Putra, Rimba Pratama
AU - Rifkyano, Aulia Ichsan
AU - Nurwianti, Fivi
N1 - Publisher Copyright:
© 2019 IEEE.
PY - 2019/8
Y1 - 2019/8
N2 - 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.
AB - 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.
KW - big five personality traits
KW - ontology
KW - ontology platform
KW - personality measurement
UR - http://www.scopus.com/inward/record.url?scp=85073199646&partnerID=8YFLogxK
U2 - 10.1109/ICIMTech.2019.8843817
DO - 10.1109/ICIMTech.2019.8843817
M3 - Conference contribution
AN - SCOPUS:85073199646
T3 - Proceedings of 2019 International Conference on Information Management and Technology, ICIMTech 2019
SP - 581
EP - 586
BT - Proceedings of 2019 International Conference on Information Management and Technology, ICIMTech 2019
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 4th International Conference on Information Management and Technology, ICIMTech 2019
Y2 - 19 August 2019 through 20 August 2019
ER -