Knowledge Graph based Representation, Augmentation and Exploration of Scholarly Communication

Livrables

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.

Publications

Domain-Independent Extraction of Scientific Concepts from Research Articles

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

Open Science Graphs Must Interoperate!

Auteurs: Amir Aryani, Martin Fenner, Paolo Manghi, Andrea Mannocci, Markus Stocker
Publié dans: 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, Numéro 1260, 2020, Page(s) 195-206, ISBN 978-3-030-55813-0
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-030-55814-7_16

SEO: A Scientific Events Data Model

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

Ontology Design for Pharmaceutical Research Outcomes

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

Open Research Knowledge Graph: A System Walkthrough

Auteurs: Mohamad Yaser Jaradeh, Allard Oelen, Manuel Prinz, Markus Stocker, Sören Auer
Publié dans: Digital Libraries for Open Knowledge - 23rd International Conference on Theory and Practice of Digital Libraries, TPDL 2019, Oslo, Norway, September 9-12, 2019, Proceedings, Numéro 11799, 2019, Page(s) 348-351, ISBN 978-3-030-30759-2
Éditeur: 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

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

Question Answering on Scholarly Knowledge Graphs

Auteurs: Mohamad Yaser Jaradeh, Markus Stocker, Sören Auer
Publié dans: Digital Libraries for Open Knowledge - 24th International Conference on Theory and Practice of Digital Libraries, TPDL 2020, Lyon, France, August 25–27, 2020, Proceedings, Numéro 12246, 2020, Page(s) 19-32, ISBN 978-3-030-54955-8
Éditeur: 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

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

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

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

Semantic Representation of Scientific Publications

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

Plumber: A Modular Framework to Create Information Extraction Pipelines

Auteurs: Mohamad Yaser Jaradeh, Kuldeep Singh, Markus Stocker, Sören Auer
Publié dans: WWW '21: Companion Proceedings of the Web Conference 2021, 2021
Éditeur: ACM
DOI: 10.1145/3442442.3458603

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

Auteurs: Oliver Karras; Eduard C. Groen; Javed Ali Khan; Sören Auer
Publié dans: 2021, ISBN 978-1-6654-1898-0
Éditeur: IEEE
DOI: 10.1109/rew53955.2021.00056

Better Call the Plumber: Orchestrating Dynamic Information Extraction Pipelines

Auteurs: Mohamad Yaser Jaradeh, Kuldeep Singh, Markus Stocker, Andreas Both, Sören Auer
Publié dans: ICWE 2021: Web Engineering, 2021, ISBN 978-3-030-74296-6
Éditeur: Springer
DOI: 10.1007/978-3-030-74296-6_19

Federating Scholarly Infrastructures with GraphQL

Auteurs: Muhammad Haris, Kheir Eddine Farfar, Markus Stocker, Sören Auer
Publié dans: ICADL 2021: Towards Open and Trustworthy Digital Societies, 2021, ISBN 978-3-030-91669-5
Éditeur: Springer
DOI: 10.1007/978-3-030-91669-5_24

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

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

SmartReviews: Towards Human- and Machine-Actionable Reviews

Auteurs: Allard Oelen, Markus Stocker, Sören Auer
Publié dans: TPDL 2021: Linking Theory and Practice of Digital Libraries, 2021, ISBN 978-3-030-86324-1
Éditeur: Springer
DOI: 10.1007/978-3-030-86324-1_22

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

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

Leveraging a Federation of Knowledge Graphs to Improve Faceted Search in Digital Libraries

Auteurs: Golsa Heidari, Ahmad Ramadan, Markus Stocker, Sören Auer
Publié dans: TPDL 2021: Linking Theory and Practice of Digital Libraries, 2021
Éditeur: Springer
DOI: 10.1007/978-3-030-86324-1_18

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

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

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

Auteurs: Jennifer D’Souza, Sören Auer, Ted Pedersen
Publié dans: 2021
Éditeur: ACL
DOI: 10.18653/v1/2021.semeval-1.44

Crowdsourcing Scholarly Discourse Annotations

Auteurs: Allard Oelen; Markus Stocker; Sören Auer
Publié dans: IUI '21: 26th International Conference on Intelligent User Interfaces, Numéro 1, 2021
Éditeur: ACM
DOI: 10.1145/3397481.3450685

Evaluating Prompt-based Question Answering for Object Prediction in the Open Research Knowledge Graph

Auteurs: D'Souza, Jennifer; Hrou, Moussab; Auer, Sören
Publié dans: Database and Expert Systems Applications - 34th International Conference, Numéro 3, 2023, ISBN 978-3-031-39846-9
Éditeur: Springer
DOI: 10.48550/arxiv.2305.12900

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

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

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

Auteurs: D'Souza, Jennifer; Hoppe, Anett; Brack, Arthur; Jaradeh, Mohamad Yaser; Auer, Sören; Ewerth, Ralph
Publié dans: Proceedings of The 12th Language Resources and Evaluation Conference, Numéro 1, 2020
Éditeur: European Language Resources Association

Generate FAIR Literature Surveys with Scholarly Knowledge Graphs

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

Towards the semantic formalization of science

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

The scientific events ontology of the OpenResearch.org curation platform

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

EduCOR: An Educational and Career-Oriented Recommendation Ontology

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

Demonstration of Faceted Search on Scholarly Knowledge Graphs

Auteurs: Golsa Heidari, Ahmad Ramadan, Markus Stocker, Sören Auer
Publié dans: WWW '21: Companion Proceedings of the Web Conference 2021, 2021
Éditeur: ACM
DOI: 10.1145/3442442.3458605

Representing Semantified Biological Assays in the Open Research Knowledge Graph

Auteurs: Marco Anteghini; Jennifer D'Souza; Vítor A. P. Martins dos Santos; Sören Auer
Publié dans: 22nd International Conference on Asia-Pacific Digital Libraries, ICADL 2020, Kyoto, Japan, Numéro 2, 2020, ISBN 9783030644512
Éditeur: Springer
DOI: 10.1007/978-3-030-64452-9_8

Pattern-Based Acquisition of Scientific Entities from Scholarly Article Titles

Auteurs: Jennifer D’Souza, Sören Auer
Publié dans: ICADL 2021: Towards Open and Trustworthy Digital Societies, 2021, ISBN 978-3-030-91669-5
Éditeur: Springer
DOI: 10.1007/978-3-030-91669-5_31

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

Auteurs: Allard Oelen, Markus Stocker, Sören Auer
Publié dans: ICADL 2021: Towards Open and Trustworthy Digital Societies, 2021, ISBN 978-3-030-91669-5
Éditeur: Springer
DOI: 10.1007/978-3-030-91669-5_9

Triple Classification for Scholarly Knowledge Graph Completion

Auteurs: Mohamad Yaser Jaradeh, Kuldeep Singh, Markus Stocker, Sören Auer
Publié dans: K-CAP '21: Proceedings of the 11th on Knowledge Capture Conference, 2021, ISBN 978-1-4503-8457-5
Éditeur: ACM
DOI: 10.1145/3460210.3493582

Automated Mining of Leaderboards for Empirical AI Research

Auteurs: Salomon Kabongo, Jennifer D’Souza, Sören Auer
Publié dans: ICADL 2021: Towards Open and Trustworthy Digital Societies, 2021, ISBN 978-3-030-91669-5
Éditeur: Springer
DOI: 10.1007/978-3-030-91669-5_35

Ontology Design for Pharmaceutical Research Outcomes

Auteurs: Say, Zeynep; Fathalla, Said; Vahdati, Sahar; Lehmann, Jens; Auer, Sören
Publié dans: Digital Libraries for Open Knowledge. TPDL 2020. Lecture Notes in Computer Science, vol 12246, Numéro 1, 2020, ISBN 978-3-030-54956-5
Éditeur: Springer
DOI: 10.13140/rg.2.2.20218.72644

Creating a Scholarly Knowledge Graph from Survey Article Tables.

Auteurs: Allard Oelen; Markus Stocker; Sören Auer
Publié dans: Digital Libraries at Times of Massive Societal Transition: 22nd International Conference on Asia-Pacific Digital Libraries, ICADL 2020, Kyoto, Japan, Numéro 2, 2020, ISBN 9783030644512
Éditeur: Springer
DOI: 10.1007/978-3-030-64452-9_35

A comprehensive quality assessment framework for scientific events

Auteurs: Sahar Vahdati, Said Fathalla, Christoph Lange, Andreas Behrend, Aysegul Say, Zeynep Say, Sören Auer
Publié dans: Scientometrics, 2020, ISSN 1588-2861
Éditeur: 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

Auteurs: Arthur Lackner, Said Fathalla, Mojtaba Nayyeri, Andreas Behrend, Rainer Manthey, Sören Auer, Jens Lehmann, Sahar Vahdati
Publié dans: Scientometrics, 2021, ISSN 1588-2861
Éditeur: Springer
DOI: 10.1007/s11192-021-04072-0

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

Auteurs: Said Fathalla; Said Fathalla; Sahar Vahdati; Christoph Lange; Sören Auer
Publié dans: Scientometrics 123 (2020), Nr. 2, Numéro 1, 2020, ISSN 1588-2861
Éditeur: Springer
DOI: 10.18154/rwth-2020-03509

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

Auteurs: Ming Jiang; Jennifer D'Souza; Sören Auer; J. Stephen Downie
Publié dans: Evaluating BERT-based scientific relation classifiers for scholarly knowledge graph construction on digital library collections, Numéro 2, 2021, ISSN 1432-5012
Éditeur: Springer Verlag
DOI: 10.1007/s00799-021-00313-y

ORKG-Leaderboards: a systematic workflow for mining leaderboards as a knowledge graph

Auteurs: Salomon Kabongo; Jennifer D’Souza; Sören Auer
Publié dans: International Journal on Digital Libraries, Numéro 4, 2023, ISSN 1432-1300
Éditeur: Springer
DOI: 10.1007/s00799-023-00366-1

Towards Semantic Integration of Federated Research Data

Auteurs: Javad Chamanara, Angelina Kraft, Sören Auer, Oliver Koepler
Publié dans: Datenbank-Spektrum, Numéro 19/2, 2019, Page(s) 87-94, ISSN 1618-2162
Éditeur: Springer
DOI: 10.1007/s13222-019-00315-w

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

Auteurs: Arthur Brack, Anett Hoppe, Markus Stocker, Sören Auer, Ralph Ewerth
Publié dans: International Journal on Digital Libraries, 2022, ISSN 1432-5012
Éditeur: Springer Verlag
DOI: 10.1007/s00799-021-00306-x

Compact representations for efficient storage of semantic sensor data

Auteurs: Farah Karim, Maria-Esther Vidal, Sören Auer
Publié dans: Journal of Intelligent Information Systems, 2021, ISSN 0925-9902
Éditeur: Kluwer Academic Publishers

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.

Auteurs: Vogt, Lars
Publié dans: Journal of Biomedical Semantics, Vol 12, Iss 1, Pp 1-25 (2021), Numéro 1, 2021, ISSN 2041-1480
Éditeur: BMC, Springer Nature
DOI: 10.1186/s13326-021-00254-0

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

Auteurs: Said Fathalla, Sahar Vahdati, Christoph Lange, Sören Auer
Publié dans: Scientometrics, Numéro 123/2, 2020, Page(s) 677-705, ISSN 0138-9130
Éditeur: Akademiai Kiado
DOI: 10.1007/s11192-020-03391-y

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