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2020
Wawrzinek, J., J. M. G. Pinto, O. Wiehr, and W. - T. Balke, "Semantic Disambiguation of Embedded Drug-Disease Associations using Semantically Enriched Deep-Learning Approaches", Database Systems for Advanced Applications (DASFAA), Jeju, South Korea, Springer, 09/2020. Abstract  Download: DASFAA_Wawrzinek.pdf (623.53 KB)
Wawrzinek, J., S. A. R. Hussaini, O. Wiehr, J. M. G. Pinto, and W. - T. Balke, "Explainable Word-Embeddings for Medical Digital Libraries – a Context-Aware Approach", ACM/IEEE Joint Conference on Digital Libraries (JCDL), Xi'an, Shaanxi, China, 08/2020. Abstract  Download: Wawrzinek82.pdf (692.25 KB)
Wawrzinek, J., J. M. G. Pinto, O. Wiehr, and W. - T. Balke, "Exploiting Latent Semantic Subspaces to Derive Associations for Specific Pharmaceutical Semantics", Data Science and Engineering: Springer Nature, 08/2020. Abstract  Download: dasfaa_non_blinded_2020_06_30.pdf (626.89 KB)
Wawrzinek, J., J. M. G. Pinto, and W. - T. Balke, "Mining Semantic Subspaces to Express Discipline-Specific Similarities", ACM/IEEE Joint Conference on Digital Libraries (JCDL), Xi'an, Shaanxi, China, 08/2020. Abstract  Download: Wawrzinek85.pdf (782.76 KB)
2019
Pinto, J. M. G., K. E. Maarry, and W. - T. Balke, "Fine-tuning Gold Questions in Crowdsourcing Tasks using Probabilistic and Siamese Neural Network Models", The Journal of Web Science (JWS), vol. 6: NOW Publishers, 2019. Abstract  Download: Crowdsourcing - JWS 6-2019.pdf (1.45 MB)
Pinto, J. M. G., J. Wawrzinek, S. Kori, and W. - T. Balke, "Can Language Inference Support Metadata Generation?", 23rd International Conference on Theory and Practice of Digital Libraries (TPDL), Oslo, Norway, Springer, 09/2019. Abstract
Pinto, J. M. G., S. Celik, and W. - T. Balke, "Learning to Rank Claim-Evidence Pairs to Assist Scientific-Based Argumentation", 23rd International Conference on Theory and Practice of Digital Libraries (TPDL), Oslo, Norway, Springer, 09/2019. Abstract
Wawrzinek, J., J. M. G. Pinto, and W. - T. Balke, "Linking Semantic Fingerprints of Literature – from Simple Neural Embeddings Towards Contextualized Pharmaceutical Networks", 23rd International Conference on Theory and Practice of Digital Libraries (TPDL), Oslo, Norway, Springer, 09/2019. Abstract  Download: paper_20.pdf (408.4 KB)
Pinto, J. M. G., J. Wawrzinek, and W. - T. Balke, "What Drives Research Efforts? Find Scientific Claims That Count!", The ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL), Urbana-Champaign, Illinois USA, IEEE, 06/2019. Abstract  Download: jcdl_2019_final_version.pdf (929.69 KB)
Wawrzinek, J., J. M. G. Pinto, and W. - T. Balke, Linking Semantic Fingerprints of Literature – from Loose Neural Embeddings Towards Contextualized Pharmaceutical Networks (Supplement), , 2019.  Download: wawrzinek-pinto-balke-Technical-Report.pdf (687.22 KB)
2018
Wawrzinek, J., J. M. G. Pinto, P. Markiewka, and W. - T. Balke, "Do Scaling Algorithms Preserve Word2Vec Semantics? A Case Study for Medical Entities", 13th International Conference on Data Integration in Life Science (DILS), Hannover, Germany, 11/2018. Abstract  Download: Camera-Ready of DILS2018 Paper 7.pdf (862.63 KB)
Pinto, J. M. G., N. Kiehne, and W. - T. Balke, "Towards Semantic Quality Enhancement of User Generated Content", The 20th International Conference on Asia-Pacific Digital Libraries (ICADL), Hamilton, New Zealand, 11/2018. Abstract  Download: Camera-Ready of ICADL2018 Paper 40.pdf (505.26 KB)
Pinto, J. M. G., and W. - T. Balke, "Assessing plausibility of scientific claims to support high-quality content in digital collections", International Journal of Digital Libraries: Springer Berlin Heidelberg, 10/2018.  Download: GonzálezPinto-Balke2018_Article_AssessingPlausibilityOfScienti.pdf (906.17 KB)
Pinto, J. M. G., and W. - T. Balke, "Scientific Claims Characterization for Claim-Based Analysis in Digital Libraries", 22nd International Conference on Theory and Practice of Digital Libraries, Porto, Portugal, 06/2018. Abstract  Download: camera-ready_29.pdf (636.31 KB)
2017
Pinto, J. M. G., and 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 , 06/2017. Abstract  Download: tpdl_pinto_plausibilty.pdf (668.04 KB)
Pinto, J. M. G., and W. - T. Balke, "Offering Answers for Claim-Based Queries: A New Challenge for Digital Libraries", The 19th International Conference on Asia-Pacific Digital Libraries (ICADL 2017) , Bangkok, Thailand, 2017. Abstract  Download: cbq.pdf (661.53 KB)
Pinto, J. M. G., and W. - T. Balke, "Result Set Diversification in Digital Libraries through the Use of Paper’s Claims", The 19th International Conference on Asia-Pacific Digital Libraries (ICADL 2017), Bangkok, Thailand, 2017. Abstract  Download: diversification.pdf (403.19 KB)
2015
Pinto, J. M. G., and W. - T. Balke, "Demystifying the Semantics of Relevant Objects in Scholarly Collections: A Probabilistic Approach", ACM/IEEE Joint Conference on Digital Libraries (JCDL), Knoxville, TN, USA, 06/2015. Abstract  Download: jcdl_2015_jmgp_wtb.pdf (1.36 MB)