Copyright © 2018 Authors. This is an open access article distributed under the Creative Commons Attribution License, which permits unre- stricted use, distribution, and reproduction in any medium, provided the original work is properly cited. International Journal of Engineering & Technology, 7 (2.5) (2018) 73-76 International Journal of Engineering & Technology Website: www.sciencepubco.com/index.php/IJET Research Paper The Development of Personality Ontology Based on the Methontology Approach Zalmiyah Zakaria 1* , Shahreen Kasim 2 , Nur Husna Mohamad Hasbullah 1 , Ayu Alyani Azadin 3 , Ansari Saleh Ahmar 4 , & Rahmat Hidayat 5 1 Faculty of Computing, Universiti Teknologi Malaysia, Skudai, Johor, Malaysia 2 Faculty of Computer Science and Information Technology, Universiti Tun Hussein Onn Malaysia, Johor, Malaysia 3 Findbulous Technology Sdn Bhd, Cyberjaya, Selangor, Malaysia 4 Department of Statistics, Universitas Negeri Makassar, Makassar, Indonesia 5 Department of Information Technology, Politeknik Negeri Padang, Indonesia *Corresponding author E-mail: zalmiyah@utm.my Abstract Complex domain occurs when a lot of knowledge overloads and knowledge trek phenomenon appeared with the raise of product complexity and the explosion of knowledge and information. The knowledge content of complex domain is difficult to organize. One of the complex domain is Fingerprint Fingerprint Personality Solution. However, it is difficult to organize the knowledge of Fingerprint solution since it is a complex domain. Knowledge acquisition also a part of the problem because there is an only little number of Fingerprint certified trainer that expert in Fingerprint solution. The other circumstances are an Fingerprint solution also have the possibility to be extended in future. To solve the following problem, Structured Knowledge is used to structure the knowledge content that will be more effectively organize the content in order to enhance reusable and extendable of the knowledge model. Structured Knowledge contains a wealth information, it can effectively help to carry out the knowledge of the complex do- main. There are many ways to express the structured knowledge, Ontology is one of them. In this paper will discuss the development of Fingerprint Ontology based on METHONTOLOGY approach. Keywords: Ontology, Methontology, Complex Domain, Structured Knowledge. 1. Introduction The personality is hypothesized to lead to ideas associated with the conduct [1]. In the different words, studying outer behaviors may be used to persona analysis seeing that conduct is the expression of persona. Human personality may effect on many social sports including instructional overall performance [2], getting to know approach preference [3] and academic motivation. With admiring to different research have located that personality to be associated with academic performance, the desire of electives, finishing uni- versity schooling, and desire of career [4-6]. There are numerous distinct schemes of in determining character types of personality. As an example, the learning fashion stock (LSI; Kolb, 1984), the big five frameworks (Costa and McCrae, 1992), and the MBTI (Myers, 1993), and Fingerprint via Farid Poniman. In this take a look at, Fingerprint Fingerprint test with the aid of Farid Poniman has been selected as a complicated area. While there are lots of overloads and knowledge trek phenomenon regarded with the rise of product complexity and the explosion of understanding and facts. The hassle in Fingerprint Fingerprint check is the end result from the fingerprint test are complicated facts and information isn't in an understanding way. Any other trouble raised does no longer have enough knowledge in this subject, so it hard to locate a knowledge. Due to lack of understanding, the understanding desires to capture the knowledge and flip it into knowledge model. Established understanding could be very popular in structuring the complex understanding. One in all a method to shape the infor- mation is Ontology. Ontologies at the moment are central to many packages which include semantic web provider, information man- agement, digital commerce, and medical expertise gadget. But, there exist no mature information technique fro ontology devel- opment. METHONTOLOGY, though, has been adopted in several ontology developments because of its area independent character- istic. Based totally on the standards, METHONTOLOGY had been observed as the most suitable method to develop an ontology. This paper aim to analyze the improvement steps counseled in METHONTOLOGY. Discover problems associated with the METHONTOLOGY technique, OWL-DL, and Protégé-OWL additionally discussed later. Next section offers a brief overview of METHONTOLOGY, OWL-DL, and Protégé-OWL. Then de- scribes the entire ontology development existence cycle of Finger- print ontology. In addition discussion lessons found out from this venture. Eventually, Section 5 summaries from the examine and indicates future. 2. Fingerprint Ontology Development Back- ground 2.1. Methontology METHONTOLOGY history began with Chemical Ontology at Polytechnic college of Madrid [7]. It became first delivered in