November 17, 2018 in SINGAPORE

1st Workshop on Data-driven Intelligent Transportation (DIT 2018)

Held in conjunction with ICDM 2018

Traffic is the pulse of the city. Intelligent transportation enables city to function in a more efficient and effective way. At the same time, city data are growing at an unprecedented speed. A wide range of city data become increasingly available, such as taxi trips, surveillance camera data, human mobility data from mobile phones or location-based services, events from social media, car accident report, bike sharing information, Points-Of-Interest, traffic sensors, public transportation data, and many more.

How to utilize such large-scale city data towards a more intelligent transportation system? This workshop calls for interesting papers with techniques to utilize city data and data mining techniques to improve our transportation system.

Topics of interest include but not limited to:

  •     - Traffic forecasting
  •     - Route planning
  •     - Travel time estimation
  •     - Traffic signal control
  •     - Shared transportation
  •     - Autonomous driving vehicles
  •     - City-wide traffic estimation
  •     - Semantic mobility data understanding
  •     - Large-scale city data analysis and modeling
  •     - Large-scale traffic data visualization and interactive design
  •     - Sustainable transportation system
  •     - City data sensing and collecting
  •     - City data fusion and mining
  •     - Anomaly detection and forecasting

In particular, this workshop would like to call for research papers sharing the experiences from the real data and real-world practice. We do not require technical innovations (using existing data mining techniques is totally acceptable).


Paper Submissions:

Deadline: August 28, 2018, 11:59PM Pacific Time.

ICDM workshop follows the same submission requirement as ICDM papers.


  •     - Long paper (up to 8 pages) and short paper (up to 4 pages). The page limit includes the bibliography and any possible appendices.
  •     - All papers must be formatted according to the IEEE Computer Society proceedings manuscript style, following IEEE ICDM 2018 submission guidelines available at:
  •     - Papers should be submitted in PDF format, electronically, using the CyberChair submission system.
  •     - All accepted papers will be included in the IEEE ICDM 2018 Workshops Proceedings volume published by IEEE Computer Society Press, and will also be included in the IEEE Xplore Digital Library. Therefore, papers must not have been accepted for publication elsewhere or be under review for another workshop, conferences or journals.



Zhenhui (Jessie) Li Pennsylvania State University


Yan Liu University of Southern California



Jiawei Han University of Illinois at Urbana-Champaign


Jieping Ye DiDi Chuxing Corp. University of Michigan


Marta Gonzalez University of California, Berkeley

PC Members

Chao Zhang University of Illinois at Urbana-Champaign

Fang Jin Texas Tech University

Fei Wu Pennsylvania State University

Hongjian Wang Pennsylvania State University

Jingyuan Wang Beihang University

Qi Yu California Institute of Technology

Sanjay Purushotham University of Southern California

Xun Zhou The University of Iowa

Yanjie Fu Missouri University of Science and Technology

Yongxin Tong Beihang University

Zhe Jiang The University of Alabama

Zijun Yao IBM Research