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View article: Addressing Visual Impairments with Model-Driven Engineering: A Systematic Literature Review
Addressing Visual Impairments with Model-Driven Engineering: A Systematic Literature Review Open
Software applications often pose barriers for users with accessibility needs, e.g., visual impairments. Model-driven engineering (MDE), with its systematic nature of code derivation, offers systematic methods to integrate accessibility con…
View article: AI-based and Model-driven Methods to Guide Citizens through Processes in the Public Sector
AI-based and Model-driven Methods to Guide Citizens through Processes in the Public Sector Open
Digitalization of processes in the public sector is a challenging endeavor for citizens: too long or ambiguous forms and unfamiliar terms make it challenging to participate in these processes. What is needed are methods to guide citizens w…
View article: Using Grammar Masking to Ensure Syntactic Validity in LLM-based Modeling Tasks
Using Grammar Masking to Ensure Syntactic Validity in LLM-based Modeling Tasks Open
We present and evaluate a method called grammar masking, which is used to guide large language models (LLMs) toward producing syntactically correct models for a given context-free grammar. Prompt engineering methods such as few-shot learni…
View article: A Methodology for Retrofitting Generative Aspects in Existing Applications.
A Methodology for Retrofitting Generative Aspects in Existing Applications. Open
Using model-based approaches and code synthesis to engineer information systems improves agile application development and evolution.However, current research lacks systematic approaches to integrate generative aspects in already existing …
View article: A Genetic Algorithm based Control Strategy for the Energy Management Problem in PHEVs
A Genetic Algorithm based Control Strategy for the Energy Management Problem in PHEVs Open
Genetic algorithms have been applied to various optimization problems in the past. Our library GeneiAL implements a framework for genetic algorithms specially targeted to the area of hybrid electric vehicles. In a parallel hybrid electric …