Data-driven requirements elicitation: A systematic literature review

S Lim, A Henriksson, J Zdravkovic - SN Computer Science, 2021 - Springer
Requirements engineering has traditionally been stakeholder-driven. In addition to domain
knowledge, widespread digitalization has led to the generation of vast amounts of data (Big …

How do crowd-users express their opinions against software applications in social media? A fine-grained classification approach

ND Khan, JA Khan, J Li, T Ullah, A Alwadain… - IEEE …, 2024 - ieeexplore.ieee.org
App stores allow users to search, download, and purchase software applications to
accomplish daily tasks. Also, they enable crowd-users to submit textual feedback or star …

Sentiment polarity detection for software development

F Calefato, F Lanubile, F Maiorano… - Proceedings of the 40th …, 2018 - dl.acm.org
The role of sentiment analysis is increasingly emerging to study software developers'
emotions by mining crowd-generated content within software repositories and information …

The crowd in requirements engineering: The landscape and challenges

EC Groen, N Seyff, R Ali, F Dalpiaz, J Doerr… - IEEE …, 2017 - ieeexplore.ieee.org
Crowd-based requirements engineering (CrowdRE) could significantly change RE.
Performing RE activities such as elicitation with the crowd of stakeholders turns RE into a …

A little bird told me: Mining tweets for requirements and software evolution

E Guzman, M Ibrahim, M Glinz - 2017 IEEE 25th International …, 2017 - ieeexplore.ieee.org
Twitter is one of the most popular social networks. Previous research found that users
employ Twitter to communicate about software applications via short messages, commonly …

Classifying multilingual user feedback using traditional machine learning and deep learning

C Stanik, M Haering, W Maalej - 2019 IEEE 27th international …, 2019 - ieeexplore.ieee.org
With the rise of social media like Twitter and of software distribution platforms like app stores,
users got various ways to express their opinion about software products. Popular software …

Mining twitter feeds for software user requirements

G Williams, A Mahmoud - 2017 IEEE 25th International …, 2017 - ieeexplore.ieee.org
Twitter enables large populations of end-users of software to publicly share their
experiences and concerns about software systems in the form of micro-blogs. Such data can …

Can we use se-specific sentiment analysis tools in a cross-platform setting?

N Novielli, F Calefato, D Dongiovanni… - Proceedings of the 17th …, 2020 - dl.acm.org
In this paper, we address the problem of using sentiment analysis tools' off-the-shelf', that is
when a gold standard is not available for retraining. We evaluate the performance of four SE …

A benchmark study on sentiment analysis for software engineering research

N Novielli, D Girardi, F Lanubile - Proceedings of the 15th International …, 2018 - dl.acm.org
A recent research trend has emerged to identify developers' emotions, by applying
sentiment analysis to the content of communication traces left in collaborative development …

Crowd intelligence in requirements engineering: Current status and future directions

JA Khan, L Liu, L Wen, R Ali - … , REFSQ 2019, Essen, Germany, March 18 …, 2019 - Springer
Software systems are the joint creative products of multiple stakeholders, including both
designers and users, based on their perception, knowledge and personal preferences of the …