Service-orientierte Metadaten Anreicherung und Retrieval für Open Access Journale

• Antragsteller: Professor Dr. Wolf-Tilo Balke
• Fachliche Zuordnung: Sicherheit und Verlässlichkeit, Betriebs-, Kommunikations- und verteilte Systeme
• Förderung: Förderung von 2013 bis 2018
• Projektkennung: Deutsche Forschungsgemeinschaft (DFG) - Projektnummer 236052622

• Erstellungsjahr: 2018

Zusammenfassung der Projektergebnisse

A summary of our main contributions: A representation of document collections that combines topic modeling with a neural embedding to exploit two relevant metadata elements: conclusions and abstracts. - The design and implementation of an approach to assess the Plausibility of a new document, e.g., to verify its consistency concerning a collection’s representation. - The design and implementation of a graph-based algorithm to identify claims in research papers in an unsupervised fashion. - The design and implementation of a technique that can re-rank documents based on a fundamental aspect of research papers: claims.

Projektbezogene Publikationen (Auswahl)

• "Demystifying the Semantics of Relevant Objects in Scholarly Collections: A Probabilistic Approach", ACM/IEEE Joint Conference on Digital Libraries (JCDL), Knoxville, TN, USA, 2015
  J. M. G. Pinto, W.-T. Balke
  
• "What does Twitter Measure? Influence of Diverse User Groups in Altmetrics", ACM/IEEE Joint Conference on Digital Libraries (JCDL), Knoxville, TN, USA, 2015
  S. Barthel, S. Tönnies, B. Köhncke, P. Siehndel, W.-T. Balke
  
• "Can Plausibility Help Support High Quality Content in Digital Libraries?", 21st International Conference on Theory and Practice of Digital Libraries (TPDL), Thessaloniki, Greece, 2017
  J. M. G. Pinto, W.-T. Balke
  
• "Offering Answers for Claim-Based Queries: A New Challenge for Digital Libraries", 19th International Conference on Asia-Pacific Digital Libraries (ICADL), Bangkok, Thailand, 2017
  J. M. G. Pinto, W.-T. Balke
  
• "Result Set Diversification in Digital Libraries through the Use of Paper's Claims", 19th International Conference on Asia-Pacific Digital Libraries (ICADL), Bangkok, Thailand, 2017
  J. M. G. Pinto, W.-T. Balke