From Data to Models and Back

This book constitutes the refereed proceedings of the 11th International Symposium on From Data to Models and Back, DataMod 2023, held in Eindhoven, The Netherlands during November 67, 2023.

The 8 full papers presented were carefully reviewed and selected from 10 submissions. They were organized in topical sections as follows: domain-specific modeling and analysis; system biology; formal methods in healthcare; and natural language processing.

Inhalt

.- Domain specific Modeling and Analysis.

.- Integrated Data Representation and Formal Analysis for Human and In Silico Experimentation in Cognitive Psychology.

.- Probabilistic Model Checking of Temporal Interaction Dynamics in the Supreme Court.

.- Extracting cyber threat intelligence from social media with case studies in Twitter/X and Reddit.

.- System Biology.

.- Attractor and Slicing Analysis of a T Cell Differentiation Model Based on Reaction Systems.

.- Preliminary Results on Shapley Value Notions and Propagation Methods for Boolean Networks.

.- Formal Methods in Healthcare.

.- Towards a Flexible Approach for Understanding and Comparing Traces.

.- Modelling and Verification of an Application for Managing Sensitive Health Data.

.- Natural Language Processing.

.- Evaluating Large Language Models and Prompt Variants on the Task of Detecting Cease and Desist Violations in German Online Product Descriptions.