58 citations · 114 across the 10 of their papers we have counts for
10 papers
Usability Analysis of Configurator User Interfaces with Multimodal Large Language Models
Sebastian Lubos, Alexander Felfernig, Damian Garber +11
Configuration is a key technology for tailoring complex software systems, services, and products. A successful application of configurators not only depends on technical correctnes…
Recommending Usability Improvements with Multimodal Large Language Models
Sebastian Lubos, Alexander Felfernig, Damian Garber +2
Usability describes quality attributes of application user interfaces that determine how effectively users can interact with them. Traditional usability evaluation methods require…
Early-Stage Product Line Validation Using LLMs: A Study on Semi-Formal Blueprint Analysis
Viet-Man Le, Thi Ngoc Trang Tran, Sebastian Lubos +2
We study whether Large Language Models (LLMs) can perform feature model analysis operations (AOs) directly on semi-formal textual blueprints, i.e., concise constrained-language des…
Towards LLM-Based Usability Analysis for Recommender User Interfaces
Sebastian Lubos, Alexander Felfernig, Damian Garber +2
Usability is a key factor in the effectiveness of recommender systems. However, the analysis of user interfaces is a time-consuming process that requires expertise. Recent advances…
Investigating Multimodal Large Language Models to Support Usability Evaluation
Sebastian Lubos, Alexander Felfernig, Damian Garber +3
Usability evaluation is an essential method to support the design of effective and intuitive user interfaces (UIs). However, it commonly relies on resource-intensive, expert-driven…
Towards LLM-Enhanced Product Line Scoping
Alexander Felfernig, Damian Garber, Viet-Man Le +2
The idea of product line scoping is to identify the set of features and configurations that a product line should include, i.e., offer for configuration purposes. In this context,…
Sustainability Evaluation Metrics for Recommender Systems
Alexander Felfernig, Damian Garber, Viet-Man Le +2
Sustainability-oriented evaluation metrics can help to assess the quality of recommender systems beyond wide-spread metrics such as accuracy, precision, recall, and satisfaction. F…
Towards LLM-Enhanced Group Recommender Systems
Sebastian Lubos, Alexander Felfernig, Thi Ngoc Trang Tran +5
In contrast to single-user recommender systems, group recommender systems are designed to generate and explain recommendations for groups. This group-oriented setting introduces ad…
Recommender Systems for Sustainability: Overview and Research Issues
Alexander Felfernig, Manfred Wundara, Thi Ngoc Trang Tran +5
Sustainability development goals (SDGs) are regarded as a universal call to action with the overall objectives of planet protection, ending of poverty, and ensuring peace and prosp…
Leveraging LLMs for the Quality Assurance of Software Requirements
Sebastian Lubos, Alexander Felfernig, Thi Ngoc Trang Tran +4
Successful software projects depend on the quality of software requirements. Creating high-quality requirements is a crucial step toward successful software development. Effective…