posted by user: fink08 || 1241 views || tracked by 6 users: [display]

MSR-Mine 2016 : MSR Mining Challenge Track

FacebookTwitterLinkedInGoogle

Link: http://2016.msrconf.org/#/challenge
 
When May 14, 2016 - May 15, 2016
Where Austin, Texas, USA
Submission Deadline Feb 19, 2016
Notification Due Mar 7, 2016
Final Version Due Mar 14, 2016
Categories    challenge   github   software engineering
 

Call For Papers

The International Working Conference on Mining Software Repositories (MSR) has hosted a mining challenge since 2006. With this challenge we call upon everyone interested to apply their tools to bring research and industry closer together by analyzing a common data set. The challenge is for researchers and practitioners to bravely use their mining tools and approaches on a dare.

This year, the challenge is on large-scale repository mining on the Boa datasets from SourceForge and GitHub. We provide the metadata for almost 700,000 SourceForge projects and almost 8,000,000 GitHub repositories, and the full development histories with parsed abstract syntax trees for Java projects/repositories.

The breadth of the dataset enables participants to study research questions on an ultra-large dataset. For example, you could study the influence of the dataset size on the accuracy of data-driven approaches; you could evaluate the scalability of existing and/or new approaches with increasing data sizes; you could categorize projects using textual descriptions and/or program elements in the source code.

The full development histories with parsed abstract syntax trees enables participants to study how projects have evolved over time instead of only considering the project’s data at the last snapshots or specific points in time (such as releases). For example, you could study the use of certain Java libraries/features over time such as testing frameworks and concurrency utilities; you could mine certain kinds of bugs/errors and their corresponding fixing patterns such as concurrency errors and their fixes.

Related Resources

KDD 2018   Knowledge Discovery and Data Mining Conference
CSIT 2018   5th International Conference on Computer Science and Information Technology (CSIT 2018)
DEW 2018   Data Exploration in the Web 3.0 Age (IEEE WETICE 2018 track)
IJIST 2018   The International Journal of Information Science & techniques
DMCIT 2018   2018 2nd International Conference On Data Mining, Communications And Information Technology (DMCIT 2018)
ICAISE--IEEE, EI and Scopus 2018   2018 International Conference on Artificial Intelligence and Software Engineering (ICAISE 2018)--IEEE, EI Compendex and Scopus
ICCDE--Ei and Scopus 2018   ACM - 2018 International Conference on Computing and Data Engineering (ICCDE 2018)--Ei Compendex and Scopus
INISTA 2018   IEEE International Conference on Innovations in Intelligent SysTems and Applications
IJCSEIT 2018   International Journal of Computer Science, Engineering and Information Technology
Ei DMKD 2018   2018 International Conference on Data Mining and Knowledge Discovery(DMKD 2018)