Annotation of Real-World Data for Artificial Intelligence Systems - 9th International Workshop, ARDUOUS 2025, Bologna, Italy, October 25-26, 2025, Proceedings

This volume constitutes the refereed proceedings of 9th International Workshop on Annotation of Real-World Data for Artificial Intelligence Systems, ARDUOUS 2025, held in Bologna, Italy, during October 25 26, 2025.
The 11 full papers included in this book were carefully reviewed and selected from 16 submissions. These papers have been categorized into the following themes: Automating Ergonomics: Scalable AI for Technical Hand Grip Classification; Activity Recognition; Annotation of Textual Data; Relation Extraction from Real-World Unstructured Text in the Domain of Dementia.

List of contents

.-Automating Ergonomics: Scalable AI for Technical Hand Grip Classification.
.-Automating Ergonomics: Scalable AI for Technical Hand Grip Classification.
.-Recommendations for Datasets Creation Process for Human Motion Generation in Industrial Simulations.
.-Toppled Realities: Challenges in Generation and Validation of Synthetic Data.
.-Activity recognition.
.-Retrieval-based Annotation for Multi-Channel Time Series Data of Human Activities.
.-Towards Standardized Dataset Creation for Human Activity Recognition: Framework, Taxonomy, Checklist, and Best Practices.
.-Towards Practical, Best Practice Video Annotation to Support Human Activity Recognition.
.-Annotation of textual data.
.-Large Language Models Rival Human Performance in Historical Labeling.
.-Annotation and label validation of upper-tier tribunal decisions in immigration law.
.-Span-Level Domain-Specific Annotated Student Feedback Pilot Dataset.
.-Relation Extraction from Real-World Unstructured Text in the Domain of Dementia.
.-Relation Extraction from Real-World Unstructured Text in the Domain of Dementia.
.-Assessing privacy-friendly local open-source voice annotation for participants with Parkinson s disease.

Product details

• Assisted by: Gregory J L Tourte (Editor), Emma L. Tonkin (Editor), Gregory J. L. Tourte (Editor), Kristina Yordanova (Editor)
• Publisher: Springer, Berlin
• Languages: English
• Product format: Paperback / Softback
• Release: 28.11.2025
• EAN: 9783032091161
• ISBN: 978-3-0-3209116-1
• No. of pages: 192
• Dimensions: 155 mm x 12 mm x 235 mm
• Weight: 341 g
• Illustrations: XII, 192 p. 35 illus.
• Series: Communications in Computer and Information Science
• Subjects: Natural sciences, medicine, IT, technology > IT, data processing > IT; Künstliche Intelligenz, Data Science, machine learning, Artificial Intelligence, Ontology, Natural Language Processing, data collection, Real World Data, taxonomy, Prompt Engineering, Intelligent Systems, ontologies, synthetic data, data annotation, ethical considerations in annotation, automated annotation, privacy-first engineering, vision language models, time series data