Jan Bosch
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View article: Enhancing OCR‐based Engineering Diagram Analysis by Integrating Diverse External Legends with VLMs
Enhancing OCR‐based Engineering Diagram Analysis by Integrating Diverse External Legends with VLMs Open
Manual analysis of diagrams and legend sheets in engineering projects is time consuming and needs automation. The lack of standardized legend formats complicates creating a general method for automated information extraction. Existing appr…
View article: User eXperience Perception Insights Dataset (UXPID): Synthetic User Feedback from Public Industrial Forums
User eXperience Perception Insights Dataset (UXPID): Synthetic User Feedback from Public Industrial Forums Open
Customer feedback in industrial forums reflect a rich but underexplored source of insight into real-world product experience. These publicly shared discussions offer an organic view of user expectations, frustrations, and success stories s…
View article: Prompt-to-Metric: LLMs and Graph Algorithms for Platform Ecosystem Health Monitoring
Prompt-to-Metric: LLMs and Graph Algorithms for Platform Ecosystem Health Monitoring Open
Platform ecosystems are networks of interconnected actors co-creating value through a shared technological platform. Such socio-technical systems require unique key performance indicators and health evaluation metrics to address the unique…
View article: Optimal Graph Model Schema Injection for Large Language Model-Generated Cypher Queries
Optimal Graph Model Schema Injection for Large Language Model-Generated Cypher Queries Open
Platform ecosystems have transformed the way value is created in different industries. The data traces of such ecosystems are typically represented through graph models and databases. Retrieval of relevant data from such databases requires…
View article: AI for Better UX in Computer-Aided Engineering: Is Academia Catching Up with Industry Demands? A Multivocal Literature Review
AI for Better UX in Computer-Aided Engineering: Is Academia Catching Up with Industry Demands? A Multivocal Literature Review Open
Computer-Aided Engineering (CAE) enables simulation experts to optimize complex models, but faces challenges in user experience (UX) that limit efficiency and accessibility. While artificial intelligence (AI) has demonstrated potential to …
View article: ZeloS -- A Research Platform for Early-Stage Validation of Research Findings Related to Automated Driving
ZeloS -- A Research Platform for Early-Stage Validation of Research Findings Related to Automated Driving Open
This paper presents ZeloS, a research platform designed and built for practical validation of automated driving methods in an early stage of research. We overview ZeloS' hardware setup and automation architecture and focus on motion planni…
View article: Automating the Expansion of Instrument Typicals in Piping and Instrumentation Diagrams (P&IDs)
Automating the Expansion of Instrument Typicals in Piping and Instrumentation Diagrams (P&IDs) Open
Within the Engineering, Procurement, and Construction (EPC) industry, engineers manually create documents based on engineering drawings, which can be time-consuming and prone to human error. For example, the expansion of typical assemblies…
View article: Process Debt: Definition, Risks, and Management
Process Debt: Definition, Risks, and Management Open
Process debt, like technical debt, can be a source of short‐term benefits but often leads to harmful consequences in the long term for a software organization. Despite its impact, the phenomenon of process debt has not been thoroughly expl…
View article: An empirical evaluation of deep semi-supervised learning
An empirical evaluation of deep semi-supervised learning Open
Obtaining labels for supervised learning is time-consuming, and practitioners seek to minimize manual labeling. Semi-supervised learning allows practitioners to eliminate manual labeling by including unlabeled data in the training process.…
View article: Strategic digital product management: Nine approaches
Strategic digital product management: Nine approaches Open
Context: The role of product management (PM) is key for building, implementing and managing softwareintensive systems. Whereas engineering is concerned with how to build systems, PM is concerned with 'what' to build and 'why' we should bui…
View article: Developers' Perceptions on the Impact of ChatGPT in Software Development: A Survey
Developers' Perceptions on the Impact of ChatGPT in Software Development: A Survey Open
As Large Language Models (LLMs), including ChatGPT and analogous systems, continue to advance, their robust natural language processing capabilities and diverse applications have garnered considerable attention. Nonetheless, despite the in…
View article: How To Get Good At Data: 5 Steps
How To Get Good At Data: 5 Steps Open
Data allows companies to transition towards data-driven organizations and this is, in our experience, one of the highest-priority goals that many companies have. However, despite the prominence of data and the many opportunities associated…
View article: Bidirectional Data Pipelines: An Industrial Case Study
Bidirectional Data Pipelines: An Industrial Case Study Open
Background: Bidirectional data pipelines have emerged as a response to the evolving needs of modern data ecosystems. Traditionally, unidirectional pipelines allowed data to flow in a single direction, limiting interaction. The surge in dem…
View article: Process Debt: Definition, Risks and Management
Process Debt: Definition, Risks and Management Open
Context : Process Debt, like Technical Debt, can be a source of short-term benefits but often is harmful in the long term for a software organization. Nonetheless, information about Process Debt is scarce in the current literature. Objecti…
View article: Sex Differences in Prehospital Identification of Large Vessel Occlusion in Patients With Suspected Stroke
Sex Differences in Prehospital Identification of Large Vessel Occlusion in Patients With Suspected Stroke Open
BACKGROUND: Differences in clinical presentation of acute ischemic stroke between men and women may affect prehospital identification of anterior circulation large vessel occlusion (aLVO). We assessed sex differences in diagnostic performa…
View article: 5G Network on Wings: A Deep Reinforcement Learning Approach to the UAV-Based Integrated Access and Backhaul
5G Network on Wings: A Deep Reinforcement Learning Approach to the UAV-Based Integrated Access and Backhaul Open
Fast and reliable wireless communication has become a critical demand in human life. In the case of mission-critical (MC) scenarios, for instance, when natural disasters strike, providing ubiquitous connectivity becomes challenging by usin…