Publikationen der Abteilung Data Science and Digital Libraries

Weitere Informationen zu den Publikationen der Abteilung finden sich auch im Forschungsinformationssystem der Leibniz Universität Hannover, bei DBLP oder Google Scholar.  

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2020


Anteghini M, D’Souza J, Martins dos Santos VAP, Auer S. Representing Semantified Biological Assays in the Open Research Knowledge Graph. in Ishita E, Pang NL, Zhou L, Hrsg., Digital Libraries at Times of Massive Societal Transition : 22nd International Conference on Asia-Pacific Digital Libraries, ICADL 2020, Proceedings. Springer, Cham. 2020. S. 89-98. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-030-64452-9_8
Anteghini M, D'Souza J, Dos Santos VAPM, Auer S. SciBERT-based Semantification of Bioassays in the Open Research Knowledge Graph. in Posters and Demonstrations at EKAW 2020: Proceedings of the EKAW 2020 Posters and Demonstrations Session co-located with 22nd International Conference on Knowledge Engineering and Knowledge Management (EKAW 2020) . 2020. S. 22-30. (CEUR Workshop Proceedings). doi: 10.48550/arXiv.2009.08801
Brack A, D'Souza J, Hoppe A, Auer S, Ewerth R. Domain-independent Extraction of Scientific Concepts from Research Articles. in Jose JM, Yilmaz E, Magalhães J, Martins F, Castells P, Ferro N, Silva MJ, Hrsg., Advances in Information Retrieval: 42nd European Conference on IR Research, ECIR 2020, Lisbon, Portugal, April 14–17, 2020, Proceedings, Part I. Cham: Springer. 2020. S. 251-266. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-030-45439-5_17
Brack A, Hoppe A, Stocker M, Auer S, Ewerth R. Requirements Analysis for an Open Research Knowledge Graph. in Hall M, Mercun T, Risse T, Duchateau F, Hrsg., Digital Libraries for Open Knowledge: 24th International Conference on Theory and Practice of Digital Libraries, TPDL 2020, Proceedings. Cham: Springer. 2020. S. 3-18. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.48550/arXiv.2005.10334, 10.1007/978-3-030-54956-5_1
D'Souza J, Auer S. NLPContributions: An annotation scheme for machine reading of scholarly contributions in natural language processing literature. in 1st Workshop on Extraction and Evaluation of Knowledge Entities from Scientific Documents: Proceedings of the 1st Workshop on Extraction and Evaluation of Knowledge Entities from Scientific Documents co-located with the ACM/IEEE Joint Conference on Digital Libraries in 2020 (JCDL 2020). 2020. S. 16-27. (CEUR Workshop Proceedings).
D'Souza J, Hoppe A, Brack A, Jaradeh MY, Auer S, Ewerth R. The STEM-ECR Dataset: Grounding Scientific Entity References in STEM Scholarly Content to Authoritative Encyclopedic and Lexicographic Sources. in Calzolari N, Bechet F, Blache P, Choukri K, Cieri C, Declerck T, Goggi S, Isahara H, Maegaard B, Mariani J, Mazo H, Moreno A, Odijk J, Piperidis S, Hrsg., LREC 2020 - 12th International Conference on Language Resources and Evaluation, Conference Proceedings. European Language Resources Association (ELRA). 2020. S. 2192-2203. (LREC 2020 - 12th International Conference on Language Resources and Evaluation, Conference Proceedings).
Elias M, Ruckhaus E, Draffan EA, James A, Suarez-Figueroa MC, Lohmann S et al. Accessibility and Personalization in OpenCourseWare: An Inclusive Development Approach. in Chang M, Sampson DG, Huang R, Hooshyar D, Chen NS, Kinshuk K, Pedaste M, Hrsg., IEEE 20th International Conference on Advanced Learning Technologies: ICALT 2020. Institute of Electrical and Electronics Engineers Inc. 2020. S. 279-283. 9155810. (Proceedings - IEEE 20th International Conference on Advanced Learning Technologies, ICALT 2020). doi: 10.13140/RG.2.2.14022.29763, 10.1109/ICALT49669.2020.00091
Elias M, Tavakoli M, Lohmann S, Kismihok G, Auer S. An OER Recommender System Supporting Accessibility Requirements. in ASSETS 2020 - 22nd International ACM SIGACCESS Conference on Computers and Accessibility. Association for Computing Machinery, Inc. 2020. 3418021 doi: 10.1145/3373625.3418021
Elias M, Oelen A, Tavakoli M, Kismihok G, Auer S. Quality Evaluation of Open Educational Resources. in Alario-Hoyos C, Rodríguez-Triana MJ, Scheffel M, Arnedillo-Sánchez I, Dennerlein SM, Hrsg., Addressing Global Challenges and Quality Education : 15th European Conference on Technology Enhanced Learning, EC-TEL 2020, Proceedings. Springer Science and Business Media Deutschland GmbH. 2020. S. 410-415. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). Epub 2020 Sep 7. doi: 10.1007/978-3-030-57717-9_36
Fathalla S, Vahdati S, Lange C, Auer S. Scholarly event characteristics in four fields of science: a metrics-based analysis. SCIENTOMETRICS. 2020 Mai;123(2):677-705. Epub 2020 Feb 28. doi: 10.1007/s11192-020-03391-y
Fathalla S, Auer S, Lange C. Towards the semantic formalization of science. in SAC '20: Proceedings of the 35th Annual ACM Symposium on Applied Computing. New York: Association for Computing Machinery (ACM). 2020. S. 2057-2059. (Proceedings of the ACM Symposium on Applied Computing). doi: 10.1145/3341105.3374132
Jaradeh MY, Stocker M, Auer S. Question Answering on Scholarly Knowledge Graphs. in Hall M, Mercun T, Risse T, Duchateau F, Hrsg., Digital Libraries for Open Knowledge: 24th International Conference on Theory and Practice of Digital Libraries, TPDL 2020, Proceedings. Cham: Springer. 2020. S. 19-32. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). Epub 2020 Aug 17. doi: 10.1007/978-3-030-54956-5_2
Jiang M, D’Souza J, Auer S, Downie JS. Improving Scholarly Knowledge Representation: Evaluating BERT-Based Models for Scientific Relation Classification. in Ishita E, Pang NL, Zhou L, Hrsg., Digital Libraries at Times of Massive Societal Transition : 22nd International Conference on Asia-Pacific Digital Libraries, ICADL 2020, Proceedings. Cham: Springer Science and Business Media Deutschland GmbH. 2020. S. 3-19. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). Epub 2020 Nov 26. doi: 10.1007/978-3-030-64452-9_1
Jiang M, D'Souza J, Auer S, Downie JS. Targeting precision: A hybrid scientific relation extraction pipeline for improved scholarly knowledge organization. Proceedings of the Association for Information Science and Technology. 2020;57(1):e303. Epub 2020 Okt 22. doi: 10.1002/pra2.303
Karim F, Vidal ME, Auer S. Compacting Frequent Star Patterns in RDF Graphs. Journal of Intelligent Information Systems. 2020 Dez;55(3):561-585. Epub 2020 Apr 15. doi: 10.48550/arXiv.2003.05238, 10.1007/s10844-020-00595-9
Mozgova I, Koepler O, Kraft A, Lachmayer R, Auer S. Research Data Management System for a large Collaborative Project. in Mortensen NH, Hansen CT, Deininger M, Hrsg., DS 101: Proceedings of NordDesign 2020: Balancing Innovation and operation. Institution of Engineering Designers, The Design Society. 2020. (NordDesign). doi: 10.35199/NORDDESIGN2020.48
Mulang IO, Singh K, Vyas A, Shekarpour S, Vidal ME, Lehmann J et al. Encoding Knowledge Graph Entity Aliases in Attentive Neural Network for Wikidata Entity Linking. in Huang Z, Beek W, Wang H, Zhang Y, Zhou R, Hrsg., Web Information Systems Engineering – WISE 2020: 21st International Conference, Amsterdam, The Netherlands, October 20–24, 2020, Proceedings, Part I. Springer, Cham. 2020. S. 328-342. (Lecture Notes in Computer Science). Epub 2020 Okt 18. doi: 10.1007/978-3-030-62005-9_24
Oelen A, Stocker M, Auer S. Creating a Scholarly Knowledge Graph from Survey Article Tables. in Ishita E, Pang NL, Zhou L, Hrsg., Digital Libraries at Times of Massive Societal Transition : 22nd International Conferenceon Asia-Pacific Digital Libraries, ICADL 2020Kyoto, Japan, November 30–December 1, 2020 Proceedings. Springer Nature Switzerland AG. 2020. S. 373-389. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). Epub 2020 Nov 26. doi: 10.1007/978-3-030-64452-9_35
Oelen A, Jaradeh MY, Stocker M, Auer S. Generate FAIR Literature Surveys with Scholarly Knowledge Graphs. in JCDL 2020 : Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020. Institute of Electrical and Electronics Engineers Inc. 2020. S. 97-106. 3398520 doi: 10.1145/3383583.3398520
Runnwerth M, Stocker M, Auer S. Operational Research Literature as a Use Case for the Open Research Knowledge Graph. in Bigatti AM, Carette J, Davenport JH, Joswig M, de Wolff T, Hrsg., Mathematical Software: ICMS 2020 - 7th International Conference, Proceedings. Springer Nature. 2020. S. 327-334. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). Epub 2020 Jul 8. doi: 10.48550/arXiv.2006.13733, 10.1007/978-3-030-52200-1_32