Sci-K 2026
6th International Workshop on Scientific Knowledge: Representation, Discovery, and Assessment 2026

Table of Contents

• Preface
  1–11 Summary: There were 29 papers submitted for peer-review to this workshop. Out of these, 14 papers were accepted for this volume, 8 as regular papers and 6 as short papers.

Representation

• Supporting the Understanding of Ontologies for Scientific Knowledge Graphs with the New Version of LODE 12–26
  Valentina Pasqual, Ahmadreza Nazari, Silvio Peroni
• Research Contributions: Towards a Formal and Semantic Representation (short paper) 27–38
  Simone Angioni, Allard Oelen, Angelo Salatino
• SUDO: From Scientific Publications to Global Scholarly Discourse 39–58
  Nipun D. Pathirage, Henrique Santos, Deborah L. McGuinness
• Representing Evidence of Emotional Introspection in Large Language Models: A Scientific Knowledge Graph Research Agenda (short paper) 59–69
  Rashid Hmaidan, Antonio Puertas Gallardo, Sergio Consoli, Alessandro Zani, Mario Ceresa, Diego Reforgiato
• Open-Schema Metadata Extraction from GitHub READMEs: A Cross-Model Agreement Study 70–85
  Genet Asefa Gesese, Zongxiong Chen, Sonja Schimmler, Harald Sack

Discoverability

• ArticleMiner: Ontology-Guided Knowledge Graph Construction from Scientific Publications 86–114
  Md Abrar Jahin, Craig A. Knoblock, Jay Pujara
• Paper2ModelCard: A Framework for the Automated Generation of Model Cards from Research Papers (short paper) 115–122
  Mateo Campaya-Pinto, Elvira Amador-Domínguez, Erick Cedeño, Daniel Garijo, Sergio Zaballos-Herrera
• SciGraphChat: Retrieval-Augmented Generation over Scientific Knowledge Graphs 123–135
  Angelika Kaplan, Jan Keim, Xiyu Zhong, Anne Koziolek
• Knowledge Graph Generation from Biodiversity Catalogs with LLM Annotation (short paper) 136–143
  Sefika Efeoglu, Jana Hoffmann
• Local Citation Recommendation via Heterogeneous Graph Neural Networks and Contrastive Learning 144–157
  Bahaeddine Hantous, Bruno Yun, Nadia Yacoubi-Ayadi
• The CIDOC CRM Periodic Table: Documentation You Can Test to Support the Adoption of Scientific Research Ontologies for the Humanities (short paper) 158–169
  Remo Grillo

Assessment

• From Data Footprints to Researcher Fingerprints: Temporal Ego-centric Research Group Detection in Scientific Knowledge Graphs 170–182
  Simone Angioni, Miriam Baglioni, Andrea Mannocci, Paolo Manghi
• ReCitE: Evaluating Citation Context Quality and Relevance with Large Language Models 183–198
  Ahmar K. Hussain, Bernhard A. Sabel, Andreas Nürnberger
• Retraction without Traction: Towards Handling Post-publication Invalidation in Open Science Infrastructure (short paper) 199–208
  Christoph Stade, Dexter Williams