Author Login IJIRT Partner Network (IPN) Login

A RANKING MODEL, A FINE GRAINED BENCHMARK, A FEATURE EVALUATION: A SURVEY ON MAPPING BUG REPORTS TO RELEVANT FILES

  • Unique Paper ID: 144915
  • Volume: 3
  • Issue: 2
  • PageNo: 274-277
  • Abstract:
  • Once a novel bug report is received, developers generally have to be compelled to be compelled to breed the bug and perform code reviews to hunt out the cause, a way that will be tedious and time overwhelming. A tool for ranking all the provision files with relation to but in all probability they are to contain the rationale for the bug would modify developers to slender down their search and improve productivity. This paper introduces associate degree adaptive ranking approach that leverages project data through purposeful decomposition of computer code computer file, API descriptions of library parts, the bug-fixing history, the code modification history, and so the file dependency graph. Given a bug report, the ranking score of each offer file is computed as a weighted combination of associate degree array of choices, where the weights unit of measurement trained automatically on antecedently solved bug reports using a learning-to-rank technique. We’ve an inclination to worth the ranking system on six huge scale open offer Java comes, exploitation the before-fix version of the project for every bug report. The experimental results show that the learning-to-rank approach outperforms three recent progressive ways. Specially, our technique makes correct recommendations at intervals the best ten stratified offer files for over seventy p.c of the bug reports at intervals the Eclipse Platform and Felis domesticus comes.
Download article email to a friend

Cite This Article

  • ISSN: 2349-6002
  • Volume: 3
  • Issue: 2
  • PageNo: 274-277

A RANKING MODEL, A FINE GRAINED BENCHMARK, A FEATURE EVALUATION: A SURVEY ON MAPPING BUG REPORTS TO RELEVANT FILES

Related Articles

21 Jun, 2022

BRAIN STROKE PREDICTION USING MACHINE LEARNING AND DATA SCIENCE

Read More
18 May, 2018

An Investigation on Optimization of Machinability on Aluminum Alloy 6061 T6 using Taguchi Methods

Read More
28 Nov, 2017

A REVIEW ON THYROID SEGMENTATION AND VOLUME ESTIMATION USING IMAGE PROCESSING

Read More
28 Nov, 2017

GREEN BLEND OF NANOMATERIALS WITH UNIQUE REFERENCE TO ECOLOGICAL AND BIOMEDICAL APPLICATIONS

Read More
16 Oct, 2017

Enabling public verification for secure distributed data in the cloud

Read More
14 Oct, 2017

STUDY THE OPTIMAL CONTROL OF VSC-HVDC SYSTEM FOR IMPROVED CONTROLLER PERFORMANCE

Read More
Impact Factor
8.01 (Year 2024)
UGC Approved
Journal no 47859

Join Our IPN

IJIRT Partner Network

Submit your research paper and those of your network (friends, colleagues, or peers) through your IPN account, and receive 800 INR for each paper that gets published.

Join Now

Latest Publication

Archive

View More

Recent Conferences

NCSEM 2024

National Conference on Sustainable Engineering and Management - 2024 Last Date: 15th March 2024

Submit inquiry