Cover Photo for Civic Meetup #535: Headway Management Using Real-Time Transit Data

Civic Meetup #535: Headway Management Using Real-Time Transit Data

Primary Photo for Civic Tech Toronto

Hosted by

Civic Tech Toronto

In-Person

Address available to attendees

Online

Link available to attendees

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Topic: Headway Management Using Real-Time Transit Data

We present a data-driven framework for mitigating bus bunching and gapping using real-time transit data, machine learning, and optimization models. The system supports proactive headway management by evaluating and recommending operational control strategies that improve service regularity and network performance.

Speaker: Ghazaleh Mohseni

Ghazaleh Mohseni is the R&D Director at the Interactive-OR, where she leads the design and development of decision-support systems for urban mobility and transportation operations. Her work combines optimization, machine learning, and large-scale data to build practical tools that help cities improve network design, reliability, and operational efficiency.

Agenda:

7:00-7:20 Welcome and Introductions

7:20-7:50 Presentation and Q\&A/discussion

7:50-9:00 Breakout groups

Code of Conduct:

https://civictech.ca/about-us

Check in with us on the Civic Tech Toronto Slack:

https://link.civictech.ca/chat

About Us:

Our weekly civic meetups bring together Torontonians (designers, coders, urban planners, government staff, mappers, policy-makers, students, communications strategists, community organizers, and more) who share an interest in making Toronto more responsive, prosperous, sustainable, and equitable through design, tech, and data.

Interested in speaking at a future event, or know someone who'd be a great speaker? We'd love to hear from you:

Speaker Suggestion Form

Have a space that could host up to 80 civic-minded folks for an evening? Consider recommending your venue:

Venue Suggestion Form

Come and be part of it!

For more info:

https://civictech.ca

Civic Meetup #535: Headway Management Using Real-Time Transit Data

Primary Photo for Civic Tech Toronto

Hosted by

Civic Tech Toronto

In-Person

Address available to attendees

Online

Link available to attendees

Community and help

Community links are available to active Members after joining and any required approval.

Contact organizers

Email from your verified Guild email address. Guild relays the conversation without displaying personal email addresses here.

Topic: Headway Management Using Real-Time Transit Data

We present a data-driven framework for mitigating bus bunching and gapping using real-time transit data, machine learning, and optimization models. The system supports proactive headway management by evaluating and recommending operational control strategies that improve service regularity and network performance.

Speaker: Ghazaleh Mohseni

Ghazaleh Mohseni is the R&D Director at the Interactive-OR, where she leads the design and development of decision-support systems for urban mobility and transportation operations. Her work combines optimization, machine learning, and large-scale data to build practical tools that help cities improve network design, reliability, and operational efficiency.

Agenda:

7:00-7:20 Welcome and Introductions

7:20-7:50 Presentation and Q\&A/discussion

7:50-9:00 Breakout groups

Code of Conduct:

https://civictech.ca/about-us

Check in with us on the Civic Tech Toronto Slack:

https://link.civictech.ca/chat

About Us:

Our weekly civic meetups bring together Torontonians (designers, coders, urban planners, government staff, mappers, policy-makers, students, communications strategists, community organizers, and more) who share an interest in making Toronto more responsive, prosperous, sustainable, and equitable through design, tech, and data.

Interested in speaking at a future event, or know someone who'd be a great speaker? We'd love to hear from you:

Speaker Suggestion Form

Have a space that could host up to 80 civic-minded folks for an evening? Consider recommending your venue:

Venue Suggestion Form

Come and be part of it!

For more info:

https://civictech.ca