Masterarbeit MSTR-2024-44

Bibliograph.
Daten
Neubauer, Felix: Data model creation with MetaConfigurator.
Universität Stuttgart, Fakultät Informatik, Elektrotechnik und Informationstechnik, Masterarbeit Nr. 44 (2024).
80 Seiten, englisch.
Kurzfassung

In both research and industry, significant effort is devoted to the creation of standardized data models that ensure data adheres to a specific structure, enabling the development and use of common tools. These models (also called schemas), enable data validation and facilitate collaboration by making data interoperable across various systems. Tools can assist in the creation and maintenance of data models. One such tool is MetaConfigurator, a schema editor and form generator for JSON schema and for JSON/YAML documents. It offers a unified interface that combines a traditional text editor with a graphical user interface (GUI), supporting advanced schema features such as conditions and constraints. In this work, MetaConfigurator is viewed from the perspective of three exemplary real-world use case in fields such as biochemistry and ontology management. Multiple improvements and functionalities are designed and implemented to further assist the user: 1) A more user-friendly schema editor, distinguishing between an easy and an advanced mode based on a novel meta schema builder approach; 2) A CSV import feature for seamless data transition from Excel to the JSON format with schema inference; 3) Snapshot sharing for effortless collaboration; 4) Ontology integration for auto-completion of URIs; and 5) A novel graphical diagram-like schema view for visual schema manipulation. These new functionalities are then applied to the real-world use cases, demonstrating the practical utility and improved accessibility of MetaConfigurator.

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Volltext
Abteilung(en)Universität Stuttgart, Institut für Visualisierung und Interaktive Systeme, Visualisierung und Interaktive Systeme
BetreuerUekermann, Jun.-Prof. Benjamin; Pleiss, Prof. Jürgen
Eingabedatum28. November 2024
   Publ. Informatik