Is this bug severe? A text-cum-graph based model for bug severity prediction

A snapshot of the dataset has been updated. For the time being, we are publishing a snapshot of the dataset where the bugs were reported after 2017. Paper link: https://arxiv.org/abs/2207.00623 (ECML-PKDD 2022) Cite our paper: @InProceedings{10.1007/978-3-031-26422-1_15,<br> author="Hazra, Rima<br> and Dwivedi, Arpit<br> and Mukherjee, Animesh",<br> editor="Amini, Massih-Reza<br> and Canu, St{\'e}phane<br> and Fischer, Asja<br> and Guns, Tias<br> and Kralj Novak, Petra<br> and Tsoumakas, Grigorios",<br> title="Is This Bug Severe? A Text-Cum-Graph Based Model for Bug Severity Prediction",<br> booktitle="Machine Learning and Knowledge Discovery in Databases",<br> year="2023",<br> publisher="Springer Nature Switzerland",<br> address="Cham",<br> pages="236--252",<br> isbn="978-3-031-26422-1"<br> } <strong>*** Please see the new version. (10.5281/zenodo.5554978)</strong> There is a total of six files. <strong>bug_descriptions.csv:</strong> This file contains the bug id and its description. <strong>bug_comments.csv:</strong> This file contains three columns. The columns are the bug ids, comments and timestamp of the comment. <strong>bug_REPORTED_ON_details.csv:</strong> This file contains the bug id and the package name on which the bug is reported <strong>affect_dataset.csv: </strong>This file contains the bug id and the affected packages along with the affect timestamp. <strong>bug_heat_2019.csv:</strong> This file contains the bug ids and its bug heats crawled in November 2019. <strong>bug_heat_2020.csv:</strong> This file contains the bug ids and its bug heats crawled in November 2020.