ugc approved journal list IJRTI Research Journal
International Journal for Research Trends and Innovation
An International Open Access Journal
Impact Factor: 4.87

Call For Paper

Issue: May 2019

Volume 4 | Issue 5

Impact Factor: 4.87

Submit Paper Online

Click Here For more Details

For Authors

Forms / Download

Editorial Board

Subscribe IJRTI

Facts & Figure

Impact Factor : 4.87

Issue per Year : 12

Volume Published : 4

Issue Published : 36

Article Submitted : 1527

Article Published : 917

Total Authors : 2477

Total Reviewer : 521

Total Pages : 123

Total Countries : 14

Visitor Counter

Indexing Partner

Published Paper Details
Paper Title: Assign bug Automatically to the Developer Using Data Reduction Techniques
Authors Name: Ashwini Rajendra khandagale , Kokane Pragati Sitaram , Bhujbal Pranali Goraksha , Wavhal D. N.
Unique Id: IJRTI1805055
Published In: Volume 3 Issue 5, May-2018
Abstract: — Software companies spend over 50 percent of cost in dealing with software error. An inevitable step of fixing bugs is bug triage, which goal to correctly assigning a developer to a new bug. To reduce the time cost in manual work, text classification techniques are applied to conduct automatic bug triage. To address the problem of data reduction for bug triage, i.e., how to decrease the scale and improve the quality of bug information.To simultaneously decrease data scale on the bug dimension and the word dimension by combining insatance selection with feature selection. To determine the order of applying instance selection and feature selection, An extract attributes from historical bug data sets and build a predictive model for a new bug data set. This data reduction technique will effectively decrease the data and improve the accuracy of bug triage.
Keywords: Bug, Bug-triage, Source code, machine learning algorithm, Instance selection, Feature selection, Failure, Software Repositories.
Cite Article: "Assign bug Automatically to the Developer Using Data Reduction Techniques", International Journal of Science & Engineering Development Research (, ISSN:2455-2631, Vol.3, Issue 5, page no.314 - 321, May-2018, Available :
Downloads: 000828
Publication Details: Published Paper ID: IJRTI1805055
Registration ID:180179
Published In: Volume 3 Issue 5, May-2018
DOI (Digital Object Identifier):
ISSN Number: 2456 - 3315
Share Article:

Click Here to Download This Article

Article Preview

Major Indexing from
Google Scholar ResearcherID Thomson Reuters Mendeley : reference manager : cornell university library Research Gate CiteSeerX DOAJ : Directory of Open Access Journals
DRJI Index Copernicus International Scribd DocStoc

ISSN Details

DOI (A digital object identifier)

Providing A digital object identifier by DOI
How to GET DOI and Hard Copy Related


Conference Proposal

Latest News / Updates

Open Access License Policy

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License

Creative Commons License This material is Open Knowledge This material is Open Data This material is Open Content

Important Details

Social Media

Untitled Document