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Knowledge Graph based Representation, Augmentation and Exploration of Scholarly Communication

Deliverables

Data Management Plan

In order to meet the FAIR principles, the ScienceGraph DMP will provide adequate information on the data set description, the standards and metadata, the name and persistent identifier for the data sets, the curation and preservation methodology as well as on the data sharing methodology.

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Publications

Domain-Independent Extraction of Scientific Concepts from Research Articles

Author(s): Arthur Brack, Jennifer D’Souza, Anett Hoppe, Sören Auer, Ralph Ewerth
Published in: Advances in Information Retrieval - 42nd European Conference on IR Research, ECIR 2020, Lisbon, Portugal, April 14–17, 2020, Proceedings, Part I, 12035, 2020, Page(s) 251-266, ISBN 978-3-030-45438-8
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-45439-5_17

Open Science Graphs Must Interoperate!

Author(s): Amir Aryani, Martin Fenner, Paolo Manghi, Andrea Mannocci, Markus Stocker
Published in: ADBIS, TPDL and EDA 2020 Common Workshops and Doctoral Consortium - International Workshops: DOING, MADEISD, SKG, BBIGAP, SIMPDA, AIMinScience 2020 and Doctoral Consortium, Lyon, France, August 25–27, 2020, Proceedings, 1260, 2020, Page(s) 195-206, ISBN 978-3-030-55813-0
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-55814-7_16

SEO: A Scientific Events Data Model

Author(s): Said Fathalla, Sahar Vahdati, Christoph Lange, Sören Auer
Published in: The Semantic Web – ISWC 2019 - 18th International Semantic Web Conference, Auckland, New Zealand, October 26–30, 2019, Proceedings, Part II, 11779, 2019, Page(s) 79-95, ISBN 978-3-030-30795-0
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-30796-7_6

Ontology Design for Pharmaceutical Research Outcomes

Author(s): Zeynep Say, Said Fathalla, Sahar Vahdati, Jens Lehmann, Sören Auer
Published in: Digital Libraries for Open Knowledge - 24th International Conference on Theory and Practice of Digital Libraries, TPDL 2020, Lyon, France, August 25–27, 2020, Proceedings, 12246, 2020, Page(s) 119-132, ISBN 978-3-030-54955-8
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-54956-5_9

Open Research Knowledge Graph: A System Walkthrough

Author(s): Mohamad Yaser Jaradeh, Allard Oelen, Manuel Prinz, Markus Stocker, Sören Auer
Published in: Digital Libraries for Open Knowledge - 23rd International Conference on Theory and Practice of Digital Libraries, TPDL 2019, Oslo, Norway, September 9-12, 2019, Proceedings, 11799, 2019, Page(s) 348-351, ISBN 978-3-030-30759-2
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-30760-8_31

EVENTSKG: A 5-Star Dataset of Top-Ranked Events in Eight Computer Science Communities

Author(s): Said Fathalla, Christoph Lange, Sören Auer
Published in: The Semantic Web - 16th International Conference, ESWC 2019, Portorož, Slovenia, June 2–6, 2019, Proceedings, 11503, 2019, Page(s) 427-442, ISBN 978-3-030-21347-3
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-21348-0_28

Question Answering on Scholarly Knowledge Graphs

Author(s): Mohamad Yaser Jaradeh, Markus Stocker, Sören Auer
Published in: Digital Libraries for Open Knowledge - 24th International Conference on Theory and Practice of Digital Libraries, TPDL 2020, Lyon, France, August 25–27, 2020, Proceedings, 12246, 2020, Page(s) 19-32, ISBN 978-3-030-54955-8
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-54956-5_2

Operational Research Literature as a Use Case for the Open Research Knowledge Graph

Author(s): Mila Runnwerth, Markus Stocker, Sören Auer
Published in: Mathematical Software – ICMS 2020 - 7th International Conference, Braunschweig, Germany, July 13–16, 2020, Proceedings, 12097, 2020, Page(s) 327-334, ISBN 978-3-030-52199-8
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-52200-1_32

A Human-Friendly Query Generation Frontend for a Scientific Events Knowledge Graph

Author(s): Said Fathalla, Christoph Lange, Sören Auer
Published in: Digital Libraries for Open Knowledge - 23rd International Conference on Theory and Practice of Digital Libraries, TPDL 2019, Oslo, Norway, September 9-12, 2019, Proceedings, 11799, 2019, Page(s) 200-214, ISBN 978-3-030-30759-2
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-30760-8_18

Semantic Representation of Scientific Publications

Author(s): Sahar Vahdati, Said Fathalla, Sören Auer, Christoph Lange, Maria-Esther Vidal
Published in: Digital Libraries for Open Knowledge - 23rd International Conference on Theory and Practice of Digital Libraries, TPDL 2019, Oslo, Norway, September 9-12, 2019, Proceedings, 11799, 2019, Page(s) 375-379, ISBN 978-3-030-30759-2
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-30760-8_37

Plumber: A Modular Framework to Create Information Extraction Pipelines

Author(s): Mohamad Yaser Jaradeh, Kuldeep Singh, Markus Stocker, Sören Auer
Published in: WWW '21: Companion Proceedings of the Web Conference 2021, 2021
Publisher: ACM
DOI: 10.1145/3442442.3458603

Researcher or Crowd Member? Why not both! The Open Research Knowledge Graph for Applying and Communicating CrowdRE Research

Author(s): Oliver Karras; Eduard C. Groen; Javed Ali Khan; Sören Auer
Published in: 2021, ISBN 978-1-6654-1898-0
Publisher: IEEE
DOI: 10.1109/rew53955.2021.00056

Better Call the Plumber: Orchestrating Dynamic Information Extraction Pipelines

Author(s): Mohamad Yaser Jaradeh, Kuldeep Singh, Markus Stocker, Andreas Both, Sören Auer
Published in: ICWE 2021: Web Engineering, 2021, ISBN 978-3-030-74296-6
Publisher: Springer
DOI: 10.1007/978-3-030-74296-6_19

Federating Scholarly Infrastructures with GraphQL

Author(s): Muhammad Haris, Kheir Eddine Farfar, Markus Stocker, Sören Auer
Published in: ICADL 2021: Towards Open and Trustworthy Digital Societies, 2021, ISBN 978-3-030-91669-5
Publisher: Springer
DOI: 10.1007/978-3-030-91669-5_24

Old is Gold: Linguistic Driven Approach for Entity and Relation Linking of Short Text

Author(s): Ahmad Sakor, Isaiah Onando Mulang’, Kuldeep Singh, Saeedeh Shekarpour, Maria Esther Vidal, Jens Lehmann, Sören Auer
Published in: Proceedings of the 2019 Conference of the North, 2019, Page(s) 2336-2346
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/n19-1243

SmartReviews: Towards Human- and Machine-Actionable Reviews

Author(s): Allard Oelen, Markus Stocker, Sören Auer
Published in: TPDL 2021: Linking Theory and Practice of Digital Libraries, 2021, ISBN 978-3-030-86324-1
Publisher: Springer
DOI: 10.1007/978-3-030-86324-1_22

Toward Representing Research Contributions in Scholarly Knowledge Graphs Using Knowledge Graph Cells

Author(s): Lars Vogt, Jennifer D'Souza, Markus Stocker, Sören Auer
Published in: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020, 2020, Page(s) 107-116, ISBN 9781450375856
Publisher: ACM
DOI: 10.1145/3383583.3398530

GizMO -- A Customizable Representation Model for Graph-Based Visualizations of Ontologies

Author(s): Vitalis Wiens, Steffen Lohmann, Sören Auer
Published in: Proceedings of the 10th International Conference on Knowledge Capture, 2019, Page(s) 163-170, ISBN 9781450370080
Publisher: ACM
DOI: 10.1145/3360901.3364431

SemEval-2021 Task 11: NLPContributionGraph - Structuring Scholarly NLP Contributions for a Research Knowledge Graph

Author(s): Jennifer D’Souza, Sören Auer, Ted Pedersen
Published in: 2021
Publisher: ACL
DOI: 10.18653/v1/2021.semeval-1.44

Crowdsourcing Scholarly Discourse Annotations

Author(s): Allard Oelen; Markus Stocker; Sören Auer
Published in: IUI '21: 26th International Conference on Intelligent User Interfaces, 1, 2021
Publisher: ACM
DOI: 10.1145/3397481.3450685

Open Research Knowledge Graph - Next Generation Infrastructure for Semantic Scholarly Knowledge

Author(s): Mohamad Yaser Jaradeh, Allard Oelen, Kheir Eddine Farfar, Manuel Prinz, Jennifer D'Souza, Gábor Kismihók, Markus Stocker, Sören Auer
Published in: Proceedings of the 10th International Conference on Knowledge Capture, 2019, Page(s) 243-246, ISBN 9781450370080
Publisher: ACM
DOI: 10.1145/3360901.3364435

The STEM-ECR Dataset: Grounding Scientific Entity References in STEM Scholarly Content to Authoritative Encyclopedic and Lexicographic Sources

Author(s): D'Souza, Jennifer; Hoppe, Anett; Brack, Arthur; Jaradeh, Mohamad Yaser; Auer, Sören; Ewerth, Ralph
Published in: Proceedings of The 12th Language Resources and Evaluation Conference, 1, 2020
Publisher: European Language Resources Association

Generate FAIR Literature Surveys with Scholarly Knowledge Graphs

Author(s): Allard Oelen, Mohamad Yaser Jaradeh, Markus Stocker, Sören Auer
Published in: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020, 2020, Page(s) 97-106, ISBN 9781450375856
Publisher: ACM
DOI: 10.1145/3383583.3398520

Towards the semantic formalization of science

Author(s): Said Fathalla, Sören Auer, Christoph Lange
Published in: Proceedings of the 35th Annual ACM Symposium on Applied Computing, 2020, Page(s) 2057-2059, ISBN 9781450368667
Publisher: ACM
DOI: 10.1145/3341105.3374132

The scientific events ontology of the OpenResearch.org curation platform

Author(s): Said Fathalla, Sahar Vahdati, Sören Auer, Christoph Lange
Published in: Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019, Page(s) 2311-2313, ISBN 9781450359337
Publisher: ACM
DOI: 10.1145/3297280.3297631

EduCOR: An Educational and Career-Oriented Recommendation Ontology

Author(s): Ilkou, Eleni; Abu-Rasheed, Hasan; Tavakoli, Mohammadreza; Hakimov, Sherzod; Kismihók, Gábor; Auer, Sören; Nejdl, Wolfgang
Published in: The Semantic Web Conference, 2, 2021, Page(s) 546–562, ISBN 978-3-030-88361-4
Publisher: Springer, Cham
DOI: 10.1007/978-3-030-88361-4_32

Demonstration of Faceted Search on Scholarly Knowledge Graphs

Author(s): Golsa Heidari, Ahmad Ramadan, Markus Stocker, Sören Auer
Published in: WWW '21: Companion Proceedings of the Web Conference 2021, 2021
Publisher: ACM
DOI: 10.1145/3442442.3458605

Representing Semantified Biological Assays in the Open Research Knowledge Graph

Author(s): Marco Anteghini; Jennifer D'Souza; Vítor A. P. Martins dos Santos; Sören Auer
Published in: 22nd International Conference on Asia-Pacific Digital Libraries, ICADL 2020, Kyoto, Japan, 2, 2020, ISBN 9783030644512
Publisher: Springer
DOI: 10.1007/978-3-030-64452-9_8

Pattern-Based Acquisition of Scientific Entities from Scholarly Article Titles

Author(s): Jennifer D’Souza, Sören Auer
Published in: ICADL 2021: Towards Open and Trustworthy Digital Societies, 2021, ISBN 978-3-030-91669-5
Publisher: Springer
DOI: 10.1007/978-3-030-91669-5_31

SmartReviews: Towards Human- and Machine-Actionable Representation of Review Articles

Author(s): Allard Oelen, Markus Stocker, Sören Auer
Published in: ICADL 2021: Towards Open and Trustworthy Digital Societies, 2021, ISBN 978-3-030-91669-5
Publisher: Springer
DOI: 10.1007/978-3-030-91669-5_9

Triple Classification for Scholarly Knowledge Graph Completion

Author(s): Mohamad Yaser Jaradeh, Kuldeep Singh, Markus Stocker, Sören Auer
Published in: K-CAP '21: Proceedings of the 11th on Knowledge Capture Conference, 2021, ISBN 978-1-4503-8457-5
Publisher: ACM
DOI: 10.1145/3460210.3493582

Automated Mining of Leaderboards for Empirical AI Research

Author(s): Salomon Kabongo, Jennifer D’Souza, Sören Auer
Published in: ICADL 2021: Towards Open and Trustworthy Digital Societies, 2021, ISBN 978-3-030-91669-5
Publisher: Springer
DOI: 10.1007/978-3-030-91669-5_35

Ontology Design for Pharmaceutical Research Outcomes

Author(s): Say, Zeynep; Fathalla, Said; Vahdati, Sahar; Lehmann, Jens; Auer, Sören
Published in: Digital Libraries for Open Knowledge. TPDL 2020. Lecture Notes in Computer Science, vol 12246, 1, 2020, ISBN 978-3-030-54956-5
Publisher: Springer
DOI: 10.13140/rg.2.2.20218.72644

Creating a Scholarly Knowledge Graph from Survey Article Tables.

Author(s): Allard Oelen; Markus Stocker; Sören Auer
Published in: Digital Libraries at Times of Massive Societal Transition: 22nd International Conference on Asia-Pacific Digital Libraries, ICADL 2020, Kyoto, Japan, 2, 2020, ISBN 9783030644512
Publisher: Springer
DOI: 10.1007/978-3-030-64452-9_35

A comprehensive quality assessment framework for scientific events

Author(s): Sahar Vahdati, Said Fathalla, Christoph Lange, Andreas Behrend, Aysegul Say, Zeynep Say, Sören Auer
Published in: Scientometrics, 2020, ISSN 1588-2861
Publisher: Springer
DOI: 10.1007/s11192-020-03758-1

Analysing the evolution of computer science events leveraging a scholarly knowledge graph: a scientometrics study of top-ranked events in the past decade

Author(s): Arthur Lackner, Said Fathalla, Mojtaba Nayyeri, Andreas Behrend, Rainer Manthey, Sören Auer, Jens Lehmann, Sahar Vahdati
Published in: Scientometrics, 2021, ISSN 1588-2861
Publisher: Springer
DOI: 10.1007/s11192-021-04072-0

Scholarly event characteristics in four fields of science: a metrics-based analysis

Author(s): Said Fathalla; Said Fathalla; Sahar Vahdati; Christoph Lange; Sören Auer
Published in: Scientometrics 123 (2020), Nr. 2, 1, 2020, ISSN 1588-2861
Publisher: Springer
DOI: 10.18154/rwth-2020-03509

Evaluating BERT-based scientific relation classifiers for scholarly knowledge graph construction on digital library collections

Author(s): Ming Jiang; Jennifer D'Souza; Sören Auer; J. Stephen Downie
Published in: Evaluating BERT-based scientific relation classifiers for scholarly knowledge graph construction on digital library collections, 2, 2021, ISSN 1432-5012
Publisher: Springer Verlag
DOI: 10.1007/s00799-021-00313-y

Towards Semantic Integration of Federated Research Data

Author(s): Javad Chamanara, Angelina Kraft, Sören Auer, Oliver Koepler
Published in: Datenbank-Spektrum, 19/2, 2019, Page(s) 87-94, ISSN 1618-2162
Publisher: Springer
DOI: 10.1007/s13222-019-00315-w

Analysing the requirements for an Open Research Knowledge Graph: use cases, quality requirements, and construction strategies

Author(s): Arthur Brack, Anett Hoppe, Markus Stocker, Sören Auer, Ralph Ewerth
Published in: International Journal on Digital Libraries, 2022, ISSN 1432-5012
Publisher: Springer Verlag
DOI: 10.1007/s00799-021-00306-x

FAIR data representation in times of eScience: a comparison of instance-based and class-based semantic representations of empirical data using phenotype descriptions as example.

Author(s): Vogt, Lars
Published in: Journal of Biomedical Semantics, Vol 12, Iss 1, Pp 1-25 (2021), 1, 2021, ISSN 2041-1480
Publisher: BMC, Springer Nature
DOI: 10.1186/s13326-021-00254-0

Scholarly event characteristics in four fields of science: a metrics-based analysis

Author(s): Said Fathalla, Sahar Vahdati, Christoph Lange, Sören Auer
Published in: Scientometrics, 123/2, 2020, Page(s) 677-705, ISSN 0138-9130
Publisher: Akademiai Kiado
DOI: 10.1007/s11192-020-03391-y