ModelMine

  • a tool to facilitate mining models from open source repositories
  • Sayed Mohsin Reza, Omar Badreddin, Khandoker Rahad
  • October 2020, ACM (Association for Computing Machinery)
  • DOI: 10.1145/3417990.3422006

ModelMine: A Tool to Facilitate Mining Models from OpenSource Repositories

Photo by Myriam Jessier on Unsplash

Photo by Myriam Jessier on Unsplash

What is it about?

This paper presents ModelMine, a novel mining tool that focuses on mining model-based artifacts and designs from open source repositories.ModelMine is designed particularly to mine software repositories, artifacts and commit history to uncover information about software designs and practices in open-source communities. ModelMine sup-ports features that include identification and ranking of open source repositories based on the extent of the presence of model-based artifacts and querying repositories to extract models and design artifacts based on customizable criteria.

Why is it important?

ModelMine supports phase-by-phase caching of intermediate results to speed up the processing to enable efficient mining of data. Modeline performance results show that ModelMine has the potential to become instrumental for cross-disciplinary research that combines modeling and design with repository mining and artifacts extraction.

Perspectives

Sayed Mohsin Reza
University of Texas at El Paso

Mining Software Repositories (MSR) has opened up new pathways and rich sources of data for research and practical purposes. This research discipline facilitates mining data from open source repositories and analyzing software defects, development activities, processes, patterns, and more. I hope this tool, ModelMine facilitates all of these options for mining, and analysis .

Read Publication

http://dx.doi.org/10.1145/3417990.3422006

The following have contributed to this page: Sayed Mohsin Reza