A Methodology for Engineering Domain Ontology using Entity Relationship Model
Journal Title: International Journal of Advanced Computer Science & Applications - Year 2019, Vol 10, Issue 8
Abstract
Ontology engineering is an important aspect of semantic web vision to attain the meaningful representation of data. Although various techniques exist for the creation of ontology, most of the methods involve the number of complex phases, scenario-dependent ontology development, and poor validation of ontology. This research work presents a lightweight approach to build domain ontology using Entity Relationship (ER) model. Firstly, a detailed analysis of intended domain is performed to develop the ER model. In the next phase, ER to ontology (EROnt) conversion rules are outlined, and finally the system prototype is developed to construct the ontology. The proposed approach investigates the domain of information technology curriculum for the successful interpretation of concepts, attributes, relationships of concepts and constraints among the concepts of the ontology. The experts’ evaluation of accurate identification of ontology vocabulary shows that the method performed well on curriculum data with 95.75% average precision and 90.75% average recall.
Authors and Affiliations
Muhammad Ahsan Raza, M. Rahmah, Sehrish Raza, A. Noraziah, Roslina Abd. Hamid
Keywords
Related Articles
- EP ID EP626677
- DOI 10.14569/IJACSA.2019.0100842
- Views 106
- Downloads 0
Design of Wireless Temperature Measuring System Based on the nRF24l01
Wireless data transmission system which composed of wireless data transmission device nRF24L01, temperature sensor [DS18B20,] and STC89C52. The system can collect and transmit temperature information and display it on LE...
Electrooculogram Signals Analysis for Process Control Operator Based on Fuzzy c-Means
Biomedical signals of human can reflect the body's task load, fatigue and other psychological information. Compared with other biomedical signals, electrooculogram (EOG) has higher amplitude, less interference, and is ea...
A Congestion Avoidance Approach in Jumbo Frame-enabled IP Network
Jumbo frame is as an approach that allows for higher utilization of larger packet sizes on a domain-wise basis, decreasing the number of packets processed by core routers while not having any adverse impact on the...
Improve Mobile Agent Performance by using Knowledge-Based Content
Mobile agent technology is one of the mobile computing areas. This technology could be used in several types of applications, such as cloud computing, e-commerce, databases, distributed systems management, network manage...
Fine-Grained Quran Dataset
Extracting knowledge from text documents has become one of the main hot topics in the field of Natural Language Processing (NLP) in the era of information explosion. Arabic NLP is considered immature due to several reaso...