• Predicting Participants' P...

Result: Predicting Participants' Performance in Programming Contests using Deep Learning Techniques

Title:
Predicting Participants' Performance in Programming Contests using Deep Learning Techniques
Authors:
Rahman, Md Mahbubur, Das, Badhan Chandra, Biswas, Al Amin, Anwar, Md. Musfique
Publication Year:
2023
Collection:
Computer Science
Subject Terms:
Computer Science - Machine Learning, Computer Science - Artificial Intelligence
Document Type:
Report Working Paper
Access URL:
http://arxiv.org/abs/2302.05602
Accession Number:
edsarx.2302.05602
Database:
arXiv

Further Information

In recent days, the number of technology enthusiasts is increasing day by day with the prevalence of technological products and easy access to the internet. Similarly, the amount of people working behind this rapid development is rising tremendously. Computer programmers consist of a large portion of those tech-savvy people. Codeforces, an online programming and contest hosting platform used by many competitive programmers worldwide. It is regarded as one of the most standardized platforms for practicing programming problems and participate in programming contests. In this research, we propose a framework that predicts the performance of any particular contestant in the upcoming competitions as well as predicts the rating after that contest based on their practice and the performance of their previous contests.
Comment: Camera Ready Version