Text‐based emotion detection: Advances, challenges, and opportunities

FA Acheampong, C Wenyu… - Engineering …, 2020 - Wiley Online Library
Emotion detection (ED) is a branch of sentiment analysis that deals with the extraction and
analysis of emotions. The evolution of Web 2.0 has put text mining and analysis at the …

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 …

Sentiment analysis and emotion detection on cryptocurrency related tweets using ensemble LSTM-GRU model

N Aslam, F Rustam, E Lee, PB Washington… - Ieee …, 2022 - ieeexplore.ieee.org
The cryptocurrency market has been developed at an unprecedented speed over the past
few years. Cryptocurrency works similar to standard currency, however, virtual payments are …

Sentiment analysis for software engineering: How far can pre-trained transformer models go?

T Zhang, B Xu, F Thung, SA Haryono… - … and Evolution (ICSME …, 2020 - ieeexplore.ieee.org
Extensive research has been conducted on sentiment analysis for software engineering
(SA4SE). Researchers have invested much effort in developing customized tools (eg …

Predictive intelligence in harmful news identification by BERT-based ensemble learning model with text sentiment analysis

SY Lin, YC Kung, FY Leu - Information Processing & Management, 2022 - Elsevier
In an environment full of disordered information, the media spreads fake or harmful
information into the public arena with a speed which is faster than ever before. A news report …

Sentiment analysis for software engineering: How far can we go?

B Lin, F Zampetti, G Bavota, M Di Penta… - Proceedings of the 40th …, 2018 - dl.acm.org
Sentiment analysis has been applied to various software engineering (SE) tasks, such as
evaluating app reviews or analyzing developers' emotions in commit messages. Studies …

Towards understanding and detecting fake reviews in app stores

D Martens, W Maalej - Empirical Software Engineering, 2019 - Springer
App stores include an increasing amount of user feedback in form of app ratings and
reviews. Research and recently also tool vendors have proposed analytics and data mining …

SentiStrength-SE: Exploiting domain specificity for improved sentiment analysis in software engineering text

MR Islam, MF Zibran - Journal of Systems and Software, 2018 - Elsevier
Automated sentiment analysis in software engineering textual artifacts has long been
suffering from inaccuracies in those few tools available for the purpose. We conduct an in …

[PDF][PDF] FEEL-IT: Emotion and sentiment classification for the Italian language

F Bianchi, D Nozza, D Hovy - Proceedings of the eleventh …, 2021 - iris.unibocconi.it
Sentiment analysis is a common task to understand people's reactions online. Still, we often
need more nuanced information: is the post negative because the user is angry or because …

How to ask for technical help? Evidence-based guidelines for writing questions on Stack Overflow

F Calefato, F Lanubile, N Novielli - Information and software technology, 2018 - Elsevier
Abstract Context The success of Stack Overflow and other community-based question-and-
answer (Q&A) sites depends mainly on the will of their members to answer others' questions …