Multidimensional MCA Correspondence Model Supporting Intelligent Transport Management

Journal Title: Archives of Transport System Telematics - Year 2018, Vol 11, Issue 4

Abstract

The article presents a multiple model using the multiple correspondence analysis MCA in the task of intelligent transport management. It is an exploratory technique of quality data analysis which facilitates graphic presentation of variables in low dimensional space. The model using multiple correspondence analysis looms relatively easily interpretable results. The article will present a data reduction technique. MCA is the method of co-occurrence of categories of variables which are measurable on a nominal scale. Graphic development of variables and determination of the relations among them will also be presented. Thus making it possible to obtain a map of points using the multiple correspondence analysis and identification of occurring concentrations of categories of variables which support use of telematic tools in intelligent transport management.

Authors and Affiliations

M. Topolski

Keywords

Related Articles

Problems of Modelling of ITS Services in Transportation Models

Paper presents important issues related to macroscopic/strategic transportation modelling for ITS projects – utility function and perceived travel time for mode choice in macroscopic model.

Inspection of the Railway Infrastructure with the Use of Unmanned Aerial Vehicles

The Transport Certification Centre at the Faculty of Transportation of the Warsaw University of Technology launched a research and development project under the name “Dron-monitor”, which aimed to perform stocktaking and...

Assessment of the Possibility of Using Selected Statistic Tools for Testing Long-Term Stability of Weigh in Motion Systems

The article presents selected statistical analyses of data registered by weigh in motion systems (WIM). Particular analyses are intended to determine the distribution of selected parameters and assess the possibility of...

Modelling of ITS Service Configuration and Stakeholders Aspirations

Paper presents important issues related to the development of intelligent transportation systems with following ITS components: stakeholders, ITS services, variants of ITS configurations. The use of formulated original m...

Installed Base of GNSS Devices and Total Revenue of GNSS Device Sales in Different Modes of Transport

Since many years the most frequently method used for position fix in transport are global satellite navigation systems (SNS) as GPS and GLONASS and Satellite Based Augmentation System as EGNOS, GAGAN, MSAS and WAAS. Next...

Download PDF file
  • EP ID EP552971
  • DOI -
  • Views 73
  • Downloads 0

How To Cite

M. Topolski (2018). Multidimensional MCA Correspondence Model Supporting Intelligent Transport Management. Archives of Transport System Telematics, 11(4), 52-56. https://europub.co.uk./articles/-A-552971