A methodology for structured ontology construction applied to intelligent transportation systems

Abstract

The number of computers installed in urban and transport networks has grown tremendously in recent years, also the local processing capabilities and digital networking currently available. However, the heterogeneity of existing equipment in the field of ITS (Intelligent Transportation Systems) and the large volume of information they handle, greatly hinder the interoperability of the equipment and the design of cooperative applications between devices currently installed in urban networks. While the dynamic discovery of information, composition and invocation of services through intelligent agents are a potential solution to these problems, all these technologies require intelligent management of information flows. In particular, it is necessary to wean these information flows of the technologies used, enabling universal interoperability between computers, regardless of the context in which they are located. The main objective of this paper is to propose a systematic methodology to create ontologies, using methods such as a semantic clustering algorithms for retrieval and representation of information. Using the proposed methodology, an ontology will be developed in the ITS domain. This ontology will serve as the basis of semantic information to a SS (Semantic Service) that allows the connection of new equipment to an urban

A Review on Ontology Development Methodologies for Developing Ontological Knowledge Representation Systems for various Domains

“…[107] in their work proposed a synthesized methodology for taxonomy design in the domain of construction contractual semantics. [108] presented a systematic methodology in which ontology in the domain of Intelligence Transportation Systems would be developed. [109] proposed a ten step-wise ontology [110] proposed also a ten step methodology to develop ontologies for two domains.…”

Ontological engineering for supporting semantic reasoning in design: deriving models based on ontologies for supporting engineering design

“…Maleki et al (2018) elaborated on an ontology-based framework enabling smart product-service systems development in particular for machine health monitoring. Gregor et al (2016) proposed a methodology for construction of a structured ontology dedicated to designing intelligent transportation systems.…”

Opinion Mining on Social Media Transit Tweets using Text Pre-Processing and Machine Learning Techniques

“…The combination of visual and textual features increases the accuracy of predicting transportation sentiment classification. [18] Proposed a methodology for creating the transportation ontologies and semantic services for extracting the transportation-related information which is used in the intelligent transportation system domain. [19] Presented an approach for the detection of real-time traffic events using social media tweets.…”