Ontology Based Reasoning for Solving Passenger Train Optimization Problem

Autor: Hayder Hendi, Cyril Fonlupt, Mourad Bouneffa, Adeel Ahmad
Přispěvatelé: Laboratoire d'Informatique Signal et Image de la Côte d'Opale (LISIC), Université du Littoral Côte d'Opale (ULCO), Laboratoire d'Informatique du Littoral (LIL), COMSATS Institute of Information Technology [Islamabad] (CIIT), Bouneffa, Mourad
Jazyk: angličtina
Rok vydání: 2017
Předmět:
0209 industrial biotechnology
[INFO.INFO-LO] Computer Science [cs]/Logic in Computer Science [cs.LO]
Optimization problem
[INFO.INFO-WB] Computer Science [cs]/Web
Passenger Transportation Problem
Computer science
media_common.quotation_subject
[INFO.INFO-SE] Computer Science [cs]/Software Engineering [cs.SE]
ComputerApplications_COMPUTERSINOTHERSYSTEMS
02 engineering and technology
[INFO.INFO-SE]Computer Science [cs]/Software Engineering [cs.SE]
Ontology (information science)
Machine learning
computer.software_genre
SPARQL
Domain (software engineering)
[INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]
020901 industrial engineering & automation
0502 economics and business
Quality (business)
Optimization Ontology
media_common
OWL
Continuous optimization
Logistics Ontology
050210 logistics & transportation
Reasoning system
business.industry
05 social sciences
[INFO.INFO-WB]Computer Science [cs]/Web
[INFO.INFO-LO]Computer Science [cs]/Logic in Computer Science [cs.LO]
[INFO.INFO-RO]Computer Science [cs]/Operations Research [cs.RO]
Software framework
Data mining
Artificial intelligence
Web service
business
computer
Zdroj: Al-Sadeq International Conference on Multidisciplinary in IT and Communication Science and Applications (AIC-MITCSA)
Al-Sadeq International Conference on Multidisciplinary in IT and Communication Science and Applications (AIC-MITCSA), May 2017, Bagdad, Iraq
HAL
2016 Al-Sadeq International Conference on Multidisciplinary in IT and Communication Science and Applications (AIC-MITCSA)
2016 Al-Sadeq International Conference on Multidisciplinary in IT and Communication Science and Applications (AIC-MITCSA), May 2017, Bagdag, Iraq. pp.9-10
Popis: International audience; —The Logistic processes generally lead to complex physical flows dealing with various logistic elements. It has been widely observed that the quality of uncontrolled processes decline with the evolving complexity. It may make them incoherent and quasi obsoletes. Thus, the continuous optimization of logistic processes is essential for the consistent continuity of logistic activities, and henceforth, it supports their desired growth. In this paper, we propose a reasoning system that uses the conceptual domain of logistics and their optimization. The proposed approach is mainly based on the definition of logistic terminologies using ontology. We intend, that a logistic expert may use defined terms to specify a problem. These can be matched to extract the involved logistic processes. It may assist a logistics expert to identify and/or precisely specify the logistic problem. Furthermore, it may identify the logistic processes, that can be executed, to resolve the problem and consequently to resolve the inherent optimization problems. We have been experimenting the different solutions of the Passenger Transportation Problem and eventually built a software framework (based on the composition of web services), to semi-automatically assist the resolution procedure of identified optimization problems.
Databáze: OpenAIRE