26 citations · 59 across the 16 of their papers we have counts for
6 papers · 1 filter
Rethinking Data Quality for AI-Driven Systems: Evidence from Practitioner Interviews
Hariharan Gopinath, Jan Bosch, Helena Holmström Olsson
Data quality research has usually treated data as an input that is stored, processed, and validated. In AI-driven software-intensive systems, data also shapes model behavior, evalu…
Generative AI for trustworthy systems - Towards a health check model
Jan Bosch, Rick Kazman, Henry Muccini +1
The adoption of generative AI in software-intensive systems is proceeding rapidly, but current analytical instruments - principally unidimensional maturity models - compress import…
Assistance to Autonomy: A Systematic Literature Review of Agentic AI across the Software Development Life Cycle
Spyridon Alvanakis Apostolou, Jan Bosch, Helena Holmström Olsson
Agentic AI in software product development is increasingly adopted by organizations, yet the field lacks a consolidated synthesis of where adoption is mature, which architectural p…
Agentic AI in Industry: Adoption Level and Deployment Barriers
Spyridon Alvanakis Apostolou, Jan Bosch, Helena Holmström Olsson
Agentic AI is entering software engineering workflows, but empirical evidence on its transition from experimental capability to production use remains limited. We report a qualitat…
How to Build AI Agents by Augmenting LLMs with Codified Human Expert Domain Knowledge? A Software Engineering Framework
Choro Ulan uulu, Mikhail Kulyabin, Iris Fuhrmann +6
Critical domain knowledge typically resides with few experts, creating organizational bottlenecks in scalability and decision-making. Non-experts struggle to create effective visua…
Tables or Sankey Diagrams? Investigating User Interaction with Different Representations of Simulation Parameters
Choro Ulan uulu, Mikhail Kulyabin, Katharina M Zeiner +6
Understanding complex parameter dependencies is critical for effective configuration and maintenance of software systems across diverse domains - from Computer-Aided Engineering (C…