Abstract
The impact of road traffic incidents (e.g., road accidents, vehicle breakdowns) have become progressively worse over the years, being a major cause of many adverse issues such as serious injury, economic loss, and lifelong disabilities. Thus, it is essential to acknowledge these issues and proactively construct appropriate solutions to mitigate the impact of these issues in the future. This study outlines the history of traffic incident research and covers several solutions such as machine learning, mathematical modeling, and visualization system to traffic incident analysis. In this paper, we design a unique visualization system, ExTraVis, for incident data exploration and analysis that can be used to help traffic management controllers, aid to make decisions, and help them to understand how past incidents affected and where incidents may occur. The key features of this system are visual exploration and analysis to overcome the problems linked with road traffic incidents and to encourage future work and improvements. Additionally, we gathered various custom queries for free text search feature. We find that people ask questions and our system provide 90% correct visual insights. Finally, we demonstrate the effectiveness and robustness of ExTraVis by comparing with three different incident visualization dashboards and a user study.
Original language | English |
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Title of host publication | 2021 25th international conference Information Visualisation (IV) |
Editors | Ebad Banissi, Anna Ursyn, Mark W. Mck Bannatyne, João Moura Pires, Nuno Datia, Mao Lin Huang, Weidong Huang, Quang Ving Nguyen, Kawa Nazemi, Boris Kovalerchuk, John Counsell, Andrew Agapiou, Farzad Khosrow-shahi, Hing-Wah Chau, Mengbi Li, Richard Laing, Fatma Bouali, Gilles Venturini, Marco Temperini, Muhammad Sarfraz |
Place of Publication | United States |
Publisher | IEEE, Institute of Electrical and Electronics Engineers |
Pages | 48-53 |
Number of pages | 6 |
ISBN (Electronic) | 9781665438278 |
ISBN (Print) | 9781665438285 (Print on demand) |
DOIs | |
Publication status | Published - 28 Oct 2021 |
Event | 25th International Conference on Information Visualisation - Online, Sydney, Australia Duration: 05 Jul 2021 → 09 Jul 2021 https://iv.csites.fct.unl.pt/au/ https://www.graphicslink.co.uk/IV2021/IV2021_progV11_AbstractV11.pdf (Program and abstracts) https://ieeexplore.ieee.org/xpl/conhome/9582442/proceeding (Proceedings) |
Conference
Conference | 25th International Conference on Information Visualisation |
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Country/Territory | Australia |
City | Sydney |
Period | 05/07/21 → 09/07/21 |
Other | The Information Visualisation Conference (IV) is an international conference that aims to provide a foundation for integrating the human-centered, technological and strategic aspects of information visualisation to promote international exchange, cooperation and development. Building upon the reported success of previous years’ workshop, IV-Forum is pleased to announce the “15th Doctoral Research Workshop” which will run as part of the 25 th International Conference on Information Visualisation. |
Internet address |