Analysing app reviews for software engineering: a systematic literature review

J Dąbrowski, E Letier, A Perini, A Susi - Empirical Software Engineering, 2022 - Springer
App reviews found in app stores can provide critically valuable information to help software
engineers understand user requirements and to design, debug, and evolve software …

Opinion mining for software development: a systematic literature review

B Lin, N Cassee, A Serebrenik, G Bavota… - ACM Transactions on …, 2022 - dl.acm.org
Opinion mining, sometimes referred to as sentiment analysis, has gained increasing
attention in software engineering (SE) studies. SE researchers have applied opinion mining …

Identifying key features from app user reviews

H Wu, W Deng, X Niu, C Nie - 2021 IEEE/ACM 43rd …, 2021 - ieeexplore.ieee.org
Due to the rapid growth and strong competition of mobile application (app) market, app
developers should not only offer users with attractive new features, but also carefully …

Allhands: Ask me anything on large-scale verbatim feedback via large language models

C Zhang, Z Ma, Y Wu, S He, S Qin, M Ma, X Qin… - arxiv preprint arxiv …, 2024 - arxiv.org
Verbatim feedback constitutes a valuable repository of user experiences, opinions, and
requirements essential for software development. Effectively and efficiently extracting …

Evaluating pre-trained models for user feedback analysis in software engineering: A study on classification of app-reviews

MA Hadi, FH Fard - Empirical Software Engineering, 2023 - Springer
Context Automatic classification of mobile applications users' feedback is studied for
different areas of software engineering. However, supervised classification requires a lot of …

Listening to Users' Voice: Automatic Summarization of Helpful App Reviews

C Gao, Y Li, S Qi, Y Liu, X Wang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
App reviews are crowdsourcing knowledge of user experience with the apps, providing
valuable information for app release planning, such as major bugs to fix and important …

Automating app review response generation

C Gao, J Zeng, X **a, D Lo, MR Lyu… - 2019 34th IEEE/ACM …, 2019 - ieeexplore.ieee.org
Previous studies showed that replying to a user review usually has a positive effect on the
rating that is given by the user to the app. For example, Hassan et al. found that responding …

Incident-aware duplicate ticket aggregation for cloud systems

J Liu, S He, Z Chen, L Li, Y Kang… - 2023 IEEE/ACM 45th …, 2023 - ieeexplore.ieee.org
In cloud systems, incidents are potential threats to customer satisfaction and business
revenue. When customers are affected by incidents, they often request customer support …

Efficient incident identification from multi-dimensional issue reports via meta-heuristic search

J Gu, C Luo, S Qin, B Qiao, Q Lin, H Zhang… - Proceedings of the 28th …, 2020 - dl.acm.org
In large-scale cloud systems, unplanned service interruptions and outages may cause
severe degradation of service availability. Such incidents can occur in a bursty manner …

Aobtm: Adaptive online biterm topic modeling for version sensitive short-texts analysis

MA Hadi, FH Fard - 2020 IEEE international conference on …, 2020 - ieeexplore.ieee.org
Analysis of mobile app reviews has shown its important role in requirement engineering,
software maintenance and evolution of mobile apps. Mobile app developers check their …