Service-oriented Metadata Annotations and Retrieval for Open Access Journals

• Applicant: Professor Dr. Wolf-Tilo Balke
• Subject Area: Security and Dependability, Operating-, Communication- and Distributed Systems
• Term: from 2013 to 2018
• Project identifier: Deutsche Forschungsgemeinschaft (DFG) - Project number 236052622

• Final Report Year: 2018

Final Report Abstract

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.

Publications

• "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
  (See online at https://dx.doi.org/10.1145/2756406.2756923)
• "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
  (See online at https://dx.doi.org/10.1145/2756406.2756913)
• "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
  (See online at https://doi.org/10.1007/978-3-319-67008-9_14)
• "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
  (See online at https://doi.org/10.1007/978-3-319-70232-2_1)
• "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
  (See online at https://doi.org/10.1007/978-3-319-70232-2_19)