144 citations · 256 across the 15 of their papers we have counts for
17 papers
AAS-RAIL: Improving Information Extraction for Asset Administration Shells through Retrieval-Augmented In-Context Learning
Janek Groß, Jens Heidrich
The Asset Administration Shell (AAS) is a cornerstone of Industry 4.0 and the Digital Product Passport, providing standardized digital representations of industrial assets. While m…
Quality Metrics for LLM-Generated Asset Administration Shells: A Perturbation-Based Evaluation Approach
Janek Groß, Elena Zentgraf, Jens Heidrich
The rapid digital transformation of manufacturing, often referred to as Industry 4.0, relies on seamless interoperability between physical and software assets. A central enabler is…
Building AI Innovation Labs together with Companies
Jens Heidrich, Andreas Jedlitschka, Adam Trendowicz +1
In the future, most companies will be confronted with the topic of Artificial Intelligence (AI) and will have to decide on their strategy in this regards. Currently, a lot of compa…
From Complexity Measurement to Holistic Quality Evaluation for Automotive Software Development
Jens Heidrich, Michael Kläs, Andreas Morgenstern +4
In recent years, the role and the importance of software in the automotive domain have changed dramatically. Being able to systematically evaluate and manage software quality is be…
Towards Guidelines for Assessing Qualities of Machine Learning Systems
Julien Siebert, Lisa Joeckel, Jens Heidrich +5
Nowadays, systems containing components based on machine learning (ML) methods are becoming more widespread. In order to ensure the intended behavior of a software system, there ar…
Comprehensive Landscapes for Software-related Quality Models
Michael Kläs, Jens Heidrich, Jürgen Münch +1
Managing quality (such as service availability or process adherence) during the development, operation, and maintenance of software(-intensive) systems and services is a challengin…
Goal-oriented Data Visualization with Software Project Control Centers
Jens Heidrich, Jürgen Münch
Many software development organizations still lack support for obtaining intellectual control over their software development processes and for determining the performance of their…
Using Cluster Curves to Control Software Development Projects
Jürgen Münch, Jens Heidrich
Online interpretation and visualization of project data are gaining increasing importance on the long road towards predictable and controllable software project execution. This pap…
Context-driven Software Project Estimation
Jürgen Münch, Jens Heidrich
Using quantitative data from past projects for software project estimation requires context knowledge that characterizes its origin and indicates its applicability for future use.…
Supporting Process Maturation with the Enhanced CoBRA Method
Adam Trendowicz, Jens Heidrich, Jürgen Münch
Cost estimation is a very crucial field for software developing companies. In the context of learning organizations, estimation applicability and accuracy are not the only acceptan…
GQM+Strategies: A Comprehensive Methodology for Aligning Business Strategies with Software Measurement
Victor Basili, Jens Heidrich, Mikael Lindvall +5
In software-intensive organizations, an organizational management system will not guarantee organizational success unless the business strategy can be translated into a set of oper…
Goal-Oriented Setup and Usage of Custom-Tailored Software Cockpits
Jens Heidrich, Jürgen Münch
Software Cockpits, also known as Software Project Control Centers, support the management and controlling of software and system development projects and provide means for quantita…
Lessons Learned and Results from Applying Data-Driven Cost Estimation to Industrial Data Sets
Jens Heidrich, Adam Trendowicz, Jürgen Münch +4
The increasing availability of cost-relevant data in industry allows companies to apply data-intensive estimation methods. However, available data are often inconsistent, invalid,…
Visualization of Software and Systems as Support Mechanism for Integrated Software Project Control
Peter Liggesmeyer, Jens Heidrich, Jürgen Münch +3
Many software development organizations still lack support for obtaining intellectual control over their software development processes and for determining the performance of their…
Implementing Software Project Control Centers: An Architectural View
Jens Heidrich, Jürgen Münch
Setting up effective and efficient mechanisms for controlling software and system development projects is still challenging in industrial practice. On the one hand, necessary prere…
A Deployment Process for Strategic Measurement Systems
Martin Kowalczyk, Henning Barthel, Jürgen Münch +2
Explicitly linking software-related activities to an organisation's higher-level goals has been shown to be critical for organizational success. GQM+Strategies provides mechanisms…
Linking Software Development and Business Strategy Through Measurement
Victor R. Basili, Jens Heidrich, Mikael Lindvall +5
Most of today's products and services are software-based. Organizations that develop software want to maintain and improve their competitiveness by controlling software-related ris…