most citedHow Can We Develop Explainable Systems? Insights from a Literature Review and an Interview Study

18 citations · 36 across the 6 of their papers we have counts for

collaborators
Showing cs.SEShow all

6 papers · 1 filter

cs.SE2025

Automatic Generation of Explainability Requirements and Software Explanations From User Reviews

Martin Obaidi, Jannik Fischbach, Jakob Droste +6

Explainability has become a crucial non-functional requirement to enhance transparency, build user trust, and ensure regulatory compliance. However, translating explanation needs e…

cs.SE2025

A German Gold-Standard Dataset for Sentiment Analysis in Software Engineering

Martin Obaidi, Marc Herrmann, Elisa Schmid +3

Sentiment analysis is an essential technique for investigating the emotional climate within developer teams, contributing to both team productivity and project success. Existing se…

cs.SE2025

Modeling Communication Perception in Development Teams Using Monte Carlo Methods

Marc Herrmann, Martin Obaidi, Jil Klünder

Software development is a collaborative task involving diverse development teams, where toxic communication can negatively impact team mood and project success. Mood surveys enable…

cs.SE2025★ 9 cited

How Does Users' App Knowledge Influence the Preferred Level of Detail and Format of Software Explanations?

Martin Obaidi, Jannik Fischbach, Marc Herrmann +4

Context and Motivation: Due to their increasing complexity, everyday software systems are becoming increasingly opaque for users. A frequently adopted method to address this diffic…

cs.SE2025★ 9 cited

Do Users' Explainability Needs in Software Change with Mood?

Martin Obaidi, Jakob Droste, Hannah Deters +3

Context and Motivation: The increasing complexity of modern software systems often challenges users' abilities to interact with them. Taking established quality attributes such as…

cs.SE2022★ 18 cited

How Can We Develop Explainable Systems? Insights from a Literature Review and an Interview Study

Larissa Chazette, Jil Klünder, Merve Balci +1

Quality aspects such as ethics, fairness, and transparency have been proven to be essential for trustworthy software systems. Explainability has been identified not only as a means…