caa a22 4500 445890592 CHVBK 20180317145615.0 cr unu---uuuuu 170323e20110701xx s 000 0 eng 10.1007/s11116-011-9339-8 doi (NATIONALLICENCE)springer-10.1007/s11116-011-9339-8 Household travel attributes transferability analysis: application of a hierarchical rule based approach [Elektronische Daten] [Taha Rashidi, Abolfazl Mohammadian] This paper presents a system of hierarchical rule-based models of trip generation and modal split. Travel attributes, like trip counts for different transportation modes and commute distance, are among the modeled variables. The proposed framework could be considered as an alternative for several modules of the traditional travel demand modeling approach, while providing travel attributes at the highly disaggregate level that can be also used in activity-based micro-simulation modeling systems. Nonetheless, the modeling framework of this study is not considered as a substitute for activity-based models. The explanatory variables set ranges from socio-economic and demographic attributes of the household to the built environment characteristics of the household residential location. Another important contribution of the study is a framework in which travel attributes are modeled in conjunction with each other and the interdependencies among them are postulated through a hierarchical system of models. All the models are developed using rule-based decision tree method. Moreover, the models developed in this study present a useful improvement in increasing the practicality and accuracy of the rule-based travel data simulation models. Springer Science+Business Media, LLC., 2011 Household travel attributes nationallicence Disaggregate data simulation nationallicence Decision tree nationallicence Data transferability nationallicence Rashidi Taha Department of Civil and Materials Engineering, University of Illinois at Chicago, 842W. Taylor St., 60607, Chicago, IL, USA aut Mohammadian Abolfazl Department of Civil and Materials Engineering, University of Illinois at Chicago, 842W. Taylor St., 60607, Chicago, IL, USA aut Transportation Springer US; http://www.springer-ny.com 38/4(2011-07-01), 697-714 0049-4488 38:4<697 2011 38 11116 https://doi.org/10.1007/s11116-011-9339-8 text/html Onlinezugriff via DOI 1 research-article jats NATIONALLICENCE 856 40 https://doi.org/10.1007/s11116-011-9339-8 text/html Onlinezugriff via DOI NATIONALLICENCE 700 1- Rashidi Taha Department of Civil and Materials Engineering, University of Illinois at Chicago, 842W. Taylor St., 60607, Chicago, IL, USA aut NATIONALLICENCE 700 1- Mohammadian Abolfazl Department of Civil and Materials Engineering, University of Illinois at Chicago, 842W. Taylor St., 60607, Chicago, IL, USA aut NATIONALLICENCE 773 0- Transportation Springer US; http://www.springer-ny.com 38/4(2011-07-01), 697-714 0049-4488 38:4<697 2011 38 11116 Metadata rights reserved Springer special CC-BY-NC licence nationallicence BK010053 XK010053 XK010000 NATIONALLICENCE NATIONALLICENCE NL-springer