Capbug-a framework for automatic bug categorization and prioritization using nlp and machine learning algorithms

HA Ahmed, NZ Bawany, JA Shamsi - IEEE Access, 2021 - ieeexplore.ieee.org
Bug reports facilitate software development teams in improving the quality of software.
These reports include significant information related to problems encountered within a …

Automatic keyword and sentence-based text summarization for software bug reports

SG Jindal, A Kaur - IEEE Access, 2020 - ieeexplore.ieee.org
Text Summarization is a process which efficiently retrieves the relevant information from
documents. The objective of the proposed, unsupervised approach is to summarize bug …

Bug report summarization: A systematic literature review

MIN Tarar, M Ali, WH Butt - … of the 11th International Conference on …, 2019 - dl.acm.org
Natural language Processing techniques have been proved very helpful in optimizing the
software development process. It has improved the accuracy and speed of different steps of …

[PDF][PDF] Text mining approaches for dependent bug report assembly and severity prediction.

B Luaphol, J Polpinij, M Kaenampornpan - Int. Arab J. Inf. Technol., 2022 - iajit.org
In general, most existing bug report studies focus only on solving a single specific issue.
Considering of multiple issues at one is required for a more complete and comprehensive …

A comparison of summarization methods for duplicate software bug reports

S Mukhtar, CC Primadani, S Lee, P Jung - Electronics, 2023 - mdpi.com
Bug reports vary in length, while some bug reports are lengthy, others are too brief to
describe bugs in detail. In such a case, duplicate bug reports can serve as valuable …

GIRT-Model: Automated Generation of Issue Report Templates

N Nikeghbal, AH Kargaran… - 2024 IEEE/ACM 21st …, 2024 - ieeexplore.ieee.org
Platforms such as GitHub and GitLab introduce Issue Report Templates (IRTs) to enable
more effective issue management and better alignment with developer expectations …

Bug report summarization using multi-view multi-objective optimization framework

SK Mishra, K Harshavardhan, S Mitra, S Saha… - Proceedings of the …, 2022 - dl.acm.org
Existing bug text reports are widely used by software engineers to assist them in
understanding important components of individual defects and adjustments done to resolve …

Summarization of Software Bug Report based on Sentence Semantic Similarity (SSBRSSS) Technique

S Goyal, A Kaur - Procedia Computer Science, 2024 - Elsevier
In this work, sentence similarity between sentences of software bug report is computed. For
this, two methods are utilized, Latent Semantic Analysis and Text Rank. Latent Semantic …

Cleveree: an artificially intelligent web service for Jacob voice chatbot

O Octavany, A Wicaksana - … Computing Electronics and …, 2020 - telkomnika.uad.ac.id
Jacob is a voice chatbot that use Wit. ai to get the context of the question and give an answer
based on that context. However, Jacob has no variation in answer and could not recognize …

Are duplicates really harmful? An empirical study on bug report summarization techniques

R Hao, Y Li, Y Feng, Z Chen - Journal of software: evolution …, 2023 - Wiley Online Library
Recent research works have proven that duplicate bug reports can provide helpful
information to assist developers in software tasks such as fault localization and program …