Leveraging LLMs for Mining User Rationale from User Feedback
Organisatsiooni nimi
Software Engineering Analytics
Kokkuvõte
"Rationale" refers to the reasoning and justification behind human decisions, opinions, and beliefs. In software engineering, extracting user rationale from feedback is crucial for developers to understand why users request new features, the trade-offs between different quality attributes, and any usability concerns/alternatives. However, manually extracting these rationales from user feedback, such as app reviews, discussion forums, or Reddit, can be time-consuming and challenging due to the large volume of data. This research proposes exploring the potential of Large Language Models (LLMs) to automate the mining of user rationales from user feedback.
Lõputöö kaitsmise aasta
2024-2025
Juhendaja
Faiz Ali Shah
Suhtlemiskeel(ed)
inglise keel
Nõuded kandideerijale
Tase
Magister
Märksõnad
Kandideerimise kontakt
Nimi
FAIZ ALI SHAH
Tel
E-mail