Research project

Integrated Multimodal Travel Behavior Analysis under Mobility as a Service

Description

Mobility as a Service (MaaS) is an important means of urban transportation sustainable development that has become popular in the global transportation field recently. By integrating services of multiple providers (e.g., taxi, rental vehicle, bicycle, public transit, car- or bike-sharing, etc.) and enabling searching, booking, and payment through a single digital platform, MaaS provides door-to-door seamless mobility solutions that allows travelers to arrive destinations as quickly as possible. Therefore, the objective of this program is to analyze the potential influence of MaaS on people's travel behavior in Canada, and improve the current models and analysis approaches to explain the travel decision-making rules under big data.

Research Field

- Transportation Engineering
- Mobility as a Service (MaaS)
- Integrated Multimodal Transportation System
- Travel Behavior Analysis
- Travel Decision Making
- Big Data
- Discrete Choice Modeling
- Machine Learning Methods

Research Supervisor

Bobin Wang

Research Environment

Interuniversity Research Centre on Enterprise Networks, Logistics and Transportation (CIRRELT)
Interdisciplinary Research Center in Operationalization of Sustainable Development (CIRODD)
Research Consortium FORAC

Valuing equity, diversity, and excellence, Université Laval is strongly committed to providing an inclusive work and living environment for all students. In our lab, students will become members of the Interuniversity Research Centre on Enterprise Networks, Logistics and Transportation (CIRRELT), Interdisciplinary Research Center in Operationalization of Sustainable Development (CIRODD), and Research Consortium FORAC. They can benefit from various scientific activities (e.g., conferences, workshops, training, summer schools, internship, etc.) and a dynamic working environment given by recognized researchers in the field of networks. They can practice both English and French here.

Web Site


Financial Aid Available by Program of Study

Doctorate in Administrative Science - Operations and Decision-Making Systems

Program description

Financial Aid Available*

Financial Aid Related to Research Project

Information unavailable

Program-Specific Financial Aid

Graduate Studies Awards

Admissions scholarships
Amount
Student Awards and Financial Aid Office (BBAF) 
$2,000
Doctoral support fund (FSA ULaval) in collaboration with the FESP
$13,000 (3 instalments)
Total admissions scholarships available
$15,000
Program milestones (progression scholarships) Amount
1. Doctoral exam $5,000
2. Thesis project $6,000
3. First submission of thesis
$4,000
Total progression scholarships $15,000
Other potential funding from FSA ULaval 
Amount
Doctoral scholarship application $2,000
Expense allowance for presentations at scientific conventions  
$5,000
Publication of a scientific article related to the research topic over the course of the program 
$4,500 (3 x $1,500)
2 possible teaching assistantships
$17,000 (2 x $8,500)
Potential contribution from FSA ULaval $10,000
Total other funding
$38,500

Université Laval: Student Financial Aid

Funding source Amount
Leadership and Comittment Scholarship (Canadians & permanent residents)
$30,000
Citizens of the World Scholarship (International students) $30,000
Mobility Grant for Out-of-Province Internships or Research Visits (in French)
$1,000 to $2,000
Graduate Scholarships from Granting Agencies   
$20,000 to $70,000$
Online Directory of Graduate Scholarships (in French)
$500 to $50,000

Supplemental Tuition Fee Exemption Scholarship Program: Entitles international students to pay Canadian student tuition fees, for overall savings of around $40,000. If you are benefiting of this scholarship program, the doctoral admission scholarship will go toward paying your supplemental tuition fees. You will not receive the $2,000 scholarship amount directly; rather it will be applied over your first two semesters to the supplemental portion of your tuition fees.

* Amounts shown represent maximum financial aid available. Certain conditions apply. Subject to change without prior notice. For further information, contact sponsoring organizations directly.

Doctorate in Civil Engineering

Program description

Financial Aid Available*

Financial Aid Related to Research Project

Information unavailable

Program-Specific Financial Aid

Graduate Studies Awards

Milestone Amount
Progression scholarship
7 x $500
Doctoral exam or seminar presentation
$750
Doctoral exam, seminar or conference
$1,000
Publication
$750
Communication
$1,000
First submission of dissertation
$1,000*
Total $8,500

*A $500 bonus will be added to the graduation scholarship if the initial submission is made before the semester preceding the final qualifying semester.

Université Laval: Student Financial Aid

Funding source Amount
Leadership and Comittment Scholarship (Canadians & permanent residents)
$30,000
Citizens of the World Scholarship (International students) $30,000
Mobility Grant for Out-of-Province Internships or Research Visits (in French)
$1,000 to $2,000
Graduate Scholarships from Granting Agencies   
$20,000 to $70,000$
Online Directory of Graduate Scholarships (in French)
$500 to $50,000

Supplemental Tuition Fee Exemption Scholarship Program: Entitles international students to pay Canadian student tuition fees, for overall savings of around $40,000. If you are benefiting of this scholarship program, the doctoral admission scholarship will go toward paying your supplemental tuition fees. You will not receive the $2,000 scholarship amount directly; rather it will be applied over your first two semesters to the supplemental portion of your tuition fees.

* Amounts shown represent maximum financial aid available. Certain conditions apply. Subject to change without prior notice. For further information, contact sponsoring organizations directly.

Doctorate in Computer Science

Program description

Financial Aid Available*

Financial Aid Related to Research Project

Information unavailable

Program-Specific Financial Aid

Graduate Studies Awards

Milestone Amount
Progression scholarship
7 x $500
Doctoral exam or seminar presentation
$750
Doctoral exam, seminar or conference
$1,000
Publication
$750
Communication
$1,000
First submission of dissertation
$1,000*
Total $8,500

*A $500 bonus will be added to the graduation scholarship if the initial submission is made before the semester preceding the final qualifying semester.

Université Laval: Student Financial Aid

Funding source Amount
Leadership and Comittment Scholarship (Canadians & permanent residents)
$30,000
Citizens of the World Scholarship (International students) $30,000
Mobility Grant for Out-of-Province Internships or Research Visits (in French)
$1,000 to $2,000
Graduate Scholarships from Granting Agencies   
$20,000 to $70,000$
Online Directory of Graduate Scholarships (in French)
$500 to $50,000

Supplemental Tuition Fee Exemption Scholarship Program: Entitles international students to pay Canadian student tuition fees, for overall savings of around $40,000. If you are benefiting of this scholarship program, the doctoral admission scholarship will go toward paying your supplemental tuition fees. You will not receive the $2,000 scholarship amount directly; rather it will be applied over your first two semesters to the supplemental portion of your tuition fees.

* Amounts shown represent maximum financial aid available. Certain conditions apply. Subject to change without prior notice. For further information, contact sponsoring organizations directly.

Doctorate in Mathematics

Program description

Financial Aid Available*

Financial Aid Related to Research Project

Information unavailable

Program-Specific Financial Aid

Graduate Studies Awards

Milestone Amount
Progression scholarship
7 x $500
Doctoral exam or seminar presentation
$750
Doctoral exam, seminar or conference
$1,000
Publication
$750
Communication
$1,000
First submission of dissertation
$1,000*
Total $8,500

*A $500 bonus will be added to the graduation scholarship if the initial submission is made before the semester preceding the final qualifying semester.

Université Laval: Student Financial Aid

Funding source Amount
Leadership and Comittment Scholarship (Canadians & permanent residents)
$30,000
Citizens of the World Scholarship (International students) $30,000
Mobility Grant for Out-of-Province Internships or Research Visits (in French)
$1,000 to $2,000
Graduate Scholarships from Granting Agencies   
$20,000 to $70,000$
Online Directory of Graduate Scholarships (in French)
$500 to $50,000

Supplemental Tuition Fee Exemption Scholarship Program: Entitles international students to pay Canadian student tuition fees, for overall savings of around $40,000. If you are benefiting of this scholarship program, the doctoral admission scholarship will go toward paying your supplemental tuition fees. You will not receive the $2,000 scholarship amount directly; rather it will be applied over your first two semesters to the supplemental portion of your tuition fees.

* Amounts shown represent maximum financial aid available. Certain conditions apply. Subject to change without prior notice. For further information, contact sponsoring organizations directly.

Doctorate in Merchanical Engineering

Program description

Financial Aid Available*

Financial Aid Related to Research Project

Information unavailable

Program-Specific Financial Aid

Graduate Studies Awards

Milestone Amount
Progression scholarship
7 x $500
Doctoral exam or seminar presentation
$750
Doctoral exam, seminar or conference
$1,000
Publication
$750
Communication
$1,000
First submission of dissertation
$1,000*
Total $8,500

*A $500 bonus will be added to the graduation scholarship if the initial submission is made before the semester preceding the final qualifying semester.

Université Laval: Student Financial Aid

Funding source Amount
Leadership and Comittment Scholarship (Canadians & permanent residents)
$30,000
Citizens of the World Scholarship (International students) $30,000
Mobility Grant for Out-of-Province Internships or Research Visits (in French)
$1,000 to $2,000
Graduate Scholarships from Granting Agencies   
$20,000 to $70,000$
Online Directory of Graduate Scholarships (in French)
$500 to $50,000

Supplemental Tuition Fee Exemption Scholarship Program: Entitles international students to pay Canadian student tuition fees, for overall savings of around $40,000. If you are benefiting of this scholarship program, the doctoral admission scholarship will go toward paying your supplemental tuition fees. You will not receive the $2,000 scholarship amount directly; rather it will be applied over your first two semesters to the supplemental portion of your tuition fees.

* Amounts shown represent maximum financial aid available. Certain conditions apply. Subject to change without prior notice. For further information, contact sponsoring organizations directly.

Doctorate in Statistics

Program description

Financial Aid Available*

Financial Aid Related to Research Project

Information unavailable

Program-Specific Financial Aid

Graduate Studies Awards

Milestone Amount
Progression scholarship
7 x $500
Doctoral exam or seminar presentation
$750
Doctoral exam, seminar or conference
$1,000
Publication
$750
Communication
$1,000
First submission of dissertation
$1,000*
Total $8,500

*A $500 bonus will be added to the graduation scholarship if the initial submission is made before the semester preceding the final qualifying semester.

Université Laval: Student Financial Aid

Funding source Amount
Leadership and Comittment Scholarship (Canadians & permanent residents)
$30,000
Citizens of the World Scholarship (International students) $30,000
Mobility Grant for Out-of-Province Internships or Research Visits (in French)
$1,000 to $2,000
Graduate Scholarships from Granting Agencies   
$20,000 to $70,000$
Online Directory of Graduate Scholarships (in French)
$500 to $50,000

Supplemental Tuition Fee Exemption Scholarship Program: Entitles international students to pay Canadian student tuition fees, for overall savings of around $40,000. If you are benefiting of this scholarship program, the doctoral admission scholarship will go toward paying your supplemental tuition fees. You will not receive the $2,000 scholarship amount directly; rather it will be applied over your first two semesters to the supplemental portion of your tuition fees.

* Amounts shown represent maximum financial aid available. Certain conditions apply. Subject to change without prior notice. For further information, contact sponsoring organizations directly.

Master's Degree in Administrative Science - Operations and Decision-Making Systems

Program description

Financial Aid Available*

Financial Aid Related to Research Project

Information unavailable

Program-Specific Financial Aid

Graduate Studies Awards

Milestone Amount
Admissions scholarship
$3,000
Thesis submission in 24 months or less
$4,000
Total $7,000

Other possible support funds from FSA ULaval

Publication of a scientific article related to the research topic over the course of the program : $4,500 (3 x $1,500)

Université Laval: Student Financial Aid

Sources de financement Montant
Leadership and Comittment Scholarship (Canadians & permanent residents) $10,000
Citizens of the World Scholarship (International students) $20,000
Mobility Grant for Out-of-Province Internships or Research Visits (in French)
$1,000 to $2,000
Graduate Scholarships from Granting Agencies
$17,500 to $40,000
Online Directory of Graduate Scholarships (in French)
$500 to $50,000

* Amounts shown represent maximum financial aid available. Certain conditions apply. Subject to change without prior notice. For further information, contact sponsoring organizations directly.

Master's Degree in Civil Engineering with thesis

Program description

Financial Aid Available*

Financial Aid Related to Research Project

Information unavailable

Program-Specific Financial Aid

Graduate Studies Awards

Milestone Amount
Evaluated activity
$650
Achievement scholarship $1,000 
Total $1,650

Université Laval: Student Financial Aid

Sources de financement Montant
Leadership and Comittment Scholarship (Canadians & permanent residents) $10,000
Citizens of the World Scholarship (International students) $20,000
Mobility Grant for Out-of-Province Internships or Research Visits (in French)
$1,000 to $2,000
Graduate Scholarships from Granting Agencies
$17,500 to $40,000
Online Directory of Graduate Scholarships (in French)
$500 to $50,000

* Amounts shown represent maximum financial aid available. Certain conditions apply. Subject to change without prior notice. For further information, contact sponsoring organizations directly.

Master's Degree in Computer Science with thesis

Program description

Financial Aid Available*

Financial Aid Related to Research Project

Information unavailable

Program-Specific Financial Aid

Graduate Studies Awards

Milestone Amount
Evaluated activity
$650
Achievement scholarship $1,000 
Total $1,650

Université Laval: Student Financial Aid

Sources de financement Montant
Leadership and Comittment Scholarship (Canadians & permanent residents) $10,000
Citizens of the World Scholarship (International students) $20,000
Mobility Grant for Out-of-Province Internships or Research Visits (in French)
$1,000 to $2,000
Graduate Scholarships from Granting Agencies
$17,500 to $40,000
Online Directory of Graduate Scholarships (in French)
$500 to $50,000

* Amounts shown represent maximum financial aid available. Certain conditions apply. Subject to change without prior notice. For further information, contact sponsoring organizations directly.

Master's Degree in Mathematics with thesis

Program description

Financial Aid Available*

Financial Aid Related to Research Project

Information unavailable

Program-Specific Financial Aid

Graduate Studies Awards

Milestone Amount
Evaluated activity
$650
Achievement scholarship $1,000 
Total $1,650

Université Laval: Student Financial Aid

Sources de financement Montant
Leadership and Comittment Scholarship (Canadians & permanent residents) $10,000
Citizens of the World Scholarship (International students) $20,000
Mobility Grant for Out-of-Province Internships or Research Visits (in French)
$1,000 to $2,000
Graduate Scholarships from Granting Agencies
$17,500 to $40,000
Online Directory of Graduate Scholarships (in French)
$500 to $50,000

* Amounts shown represent maximum financial aid available. Certain conditions apply. Subject to change without prior notice. For further information, contact sponsoring organizations directly.

Master's Degree in Mechanical Engineering with thesis

Program description

Financial Aid Available*

Financial Aid Related to Research Project

Information unavailable

Program-Specific Financial Aid

Graduate Studies Awards

Milestone Amount
Evaluated activity
$650
Achievement scholarship $1,000 
Total $1,650

Université Laval: Student Financial Aid

Sources de financement Montant
Leadership and Comittment Scholarship (Canadians & permanent residents) $10,000
Citizens of the World Scholarship (International students) $20,000
Mobility Grant for Out-of-Province Internships or Research Visits (in French)
$1,000 to $2,000
Graduate Scholarships from Granting Agencies
$17,500 to $40,000
Online Directory of Graduate Scholarships (in French)
$500 to $50,000

* Amounts shown represent maximum financial aid available. Certain conditions apply. Subject to change without prior notice. For further information, contact sponsoring organizations directly.

Master's Degree in Statistics with thesis

Program description

Financial Aid Available*

Financial Aid Related to Research Project

Information unavailable

Program-Specific Financial Aid

Graduate Studies Awards

Milestone Amount
Evaluated activity
$650
Achievement scholarship $1,000 
Total $1,650

Université Laval: Student Financial Aid

Sources de financement Montant
Leadership and Comittment Scholarship (Canadians & permanent residents) $10,000
Citizens of the World Scholarship (International students) $20,000
Mobility Grant for Out-of-Province Internships or Research Visits (in French)
$1,000 to $2,000
Graduate Scholarships from Granting Agencies
$17,500 to $40,000
Online Directory of Graduate Scholarships (in French)
$500 to $50,000

* Amounts shown represent maximum financial aid available. Certain conditions apply. Subject to change without prior notice. For further information, contact sponsoring organizations directly.

Desired Profile

- Manufacturing and Logistics Management
- Computer Software
- Mathematics, Statistics and Actuarial Science
- Civil and Water Engineering
- Mechanical Engineering
- Software Engineering
- Industrial Engineering
- Statistic
- Artificial intelligence

Requirements and Conditions

- To have maintained a minimum GPA of B (or equivalent)
- To have a strong interest in research on transportation problems, such as those presented in the project description

Required Documentation

- Cover letter
- Curriculum vitæ
- Student transcript
IMPORTANT
Send all your documents into a single email at the following address: bobin.wang@gmc.ulaval.ca.
Indicate clearly in the Subject of the email the title(s) of the project for which you want to be considered.
Thank you.

Application Deadline

December 10, 2022

Find Out More

Bobin Wang
Département de génie mécanique
bobin.wang@gmc.ulaval.ca