2018 IEEE Big Data Cup
We invite individuals or teams from any academic or industrial sectors to submit a letter of intent to participate in the IEEE Big Data Cup as a sponsored event of the 2108 International Conference on Big Data (IEEE Big Data 2018, (http://cci.drexel.edu/bigdata/bigdata2018/index.html ). The Data Cup is an analytics and programming contest based on datasets released by the organizations sponsoring the competitions. These contests will run for several months, with winners announced in the IEEE Big Data 2018 in December 10-13, 2018.
This year’s Big Data Cup supports the following two tracks.
Track1 : Road Damage Detection. Since roads have a great influence on people's lives, maintenance and management of roads should be done periodically and exhaustively. However, due to lack of financial resources, many local governments are not able to conduct sufficient inspections. In fact, some municipalities automate damage determination by using high-performance sensors, but because of their high cost, many municipalities are unable to introduce them. Therefore, there is a need for the development of low-cost method to judge the damage of the road surface at low cost. This challenge is to detect damages contained in road images photographed by a vehicle-mounted camera. When this challenge goes well, there is a possibility that a simple road check can be done using only hand-held devices such as a smartphone. More details of this track of the Big Data Cup can be found here: https://bdc2018.mycityreport.net/overview/
Track2: Voice Data Challenge by FEMH. Computerized detection of voice disorders has attracted considerable academic and clinical interest in the hope of providing an effective screening method for voice diseases before endoscopic confirmation. The goal of this competition is to detect pathological voice and classify three disordered categories from acoustic waveforms collected by FEMH (Far Eastern Memorial Hospital). From a health science perspective, a pathological status of the human voice can substantially reduce quality of life and occupational performance, which results in considerable costs for both the patient and the society. More details of this track of the Big Data Cup can be found here: https://femh-challenge2018.weebly.com
The challenges run on a data competition platform (e.g., Kaggle) that maintains a leaderboard for the participants. Final winners are selected based on their standing on the leaderboard, and a 6-page report describing their algorithms and results. Winners will be awarded a prize provided by the challenge sponsors. There will be a workshop in the IEEE BigData 2018 conference in which the invited teams will present their solutions. Interested parties should consult the above websites for the individual data challenges for more details.
Deadline for contest teams to submit letter of intent: June 10, 2018
Deadline for contest teams to submit final report and solutions, November 10, 2018
Announcement of winning teams, Nov 20, 2018
2018 IEEE Big Data Cup Co-Chairs