Knowledge Graph based Representation, Augmentation and Exploration of Scholarly Communication

Informacje na temat projektu

ScienceGraph

Identyfikator umowy o grant: 819536

DOI

10.3030/819536

Projekt został zamknięty

Data podpisania przez KE 25 Lutego 2019

Data rozpoczęcia 1 Maja 2019

Data zakończenia 30 Kwietnia 2024

Finansowanie w ramach

• EXCELLENT SCIENCE - European Research Council (ERC)

Koszt całkowity

€ 1 996 250,00

Wkład UE

€ 1 996 250,00

Koordynowany przez

GOTTFRIED WILHELM LEIBNIZ UNIVERSITAET HANNOVER
Germany

CORDIS oferuje możliwość skorzystania z odnośników do publicznie dostępnych publikacji i rezultatów projektów realizowanych w ramach programów ramowych HORYZONT.

Odnośniki do rezultatów i publikacji związanych z poszczególnymi projektami 7PR, a także odnośniki do niektórych konkretnych kategorii wyników, takich jak zbiory danych i oprogramowanie, są dynamicznie pobierane z systemu OpenAIRE .

Rezultaty

Open Research Data Pilot (1)

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.

Publikacje

Book chapters (12)

Domain-Independent Extraction of Scientific Concepts from Research Articles

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

Open Science Graphs Must Interoperate!

Autorzy: Amir Aryani, Martin Fenner, Paolo Manghi, Andrea Mannocci, Markus Stocker
Opublikowane w: 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, Numer 1260, 2020, Strona(/y) 195-206, ISBN 978-3-030-55813-0
Wydawca: Springer International Publishing
DOI: 10.1007/978-3-030-55814-7_16

SEO: A Scientific Events Data Model

Autorzy: Said Fathalla, Sahar Vahdati, Christoph Lange, Sören Auer
Opublikowane w: The Semantic Web – ISWC 2019 - 18th International Semantic Web Conference, Auckland, New Zealand, October 26–30, 2019, Proceedings, Part II, Numer 11779, 2019, Strona(/y) 79-95, ISBN 978-3-030-30795-0
Wydawca: Springer International Publishing
DOI: 10.1007/978-3-030-30796-7_6

Ontology Design for Pharmaceutical Research Outcomes

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

Open Research Knowledge Graph: A System Walkthrough

Autorzy: Mohamad Yaser Jaradeh, Allard Oelen, Manuel Prinz, Markus Stocker, Sören Auer
Opublikowane w: Digital Libraries for Open Knowledge - 23rd International Conference on Theory and Practice of Digital Libraries, TPDL 2019, Oslo, Norway, September 9-12, 2019, Proceedings, Numer 11799, 2019, Strona(/y) 348-351, ISBN 978-3-030-30759-2
Wydawca: 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

Autorzy: Said Fathalla, Christoph Lange, Sören Auer
Opublikowane w: The Semantic Web - 16th International Conference, ESWC 2019, Portorož, Slovenia, June 2–6, 2019, Proceedings, Numer 11503, 2019, Strona(/y) 427-442, ISBN 978-3-030-21347-3
Wydawca: Springer International Publishing
DOI: 10.1007/978-3-030-21348-0_28

Question Answering on Scholarly Knowledge Graphs

Autorzy: Mohamad Yaser Jaradeh, Markus Stocker, Sören Auer
Opublikowane w: Digital Libraries for Open Knowledge - 24th International Conference on Theory and Practice of Digital Libraries, TPDL 2020, Lyon, France, August 25–27, 2020, Proceedings, Numer 12246, 2020, Strona(/y) 19-32, ISBN 978-3-030-54955-8
Wydawca: 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

Autorzy: Mila Runnwerth, Markus Stocker, Sören Auer
Opublikowane w: Mathematical Software – ICMS 2020 - 7th International Conference, Braunschweig, Germany, July 13–16, 2020, Proceedings, Numer 12097, 2020, Strona(/y) 327-334, ISBN 978-3-030-52199-8
Wydawca: Springer International Publishing
DOI: 10.1007/978-3-030-52200-1_32

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

Autorzy: Said Fathalla, Christoph Lange, Sören Auer
Opublikowane w: Digital Libraries for Open Knowledge - 23rd International Conference on Theory and Practice of Digital Libraries, TPDL 2019, Oslo, Norway, September 9-12, 2019, Proceedings, Numer 11799, 2019, Strona(/y) 200-214, ISBN 978-3-030-30759-2
Wydawca: Springer International Publishing
DOI: 10.1007/978-3-030-30760-8_18

Semantic Representation of Scientific Publications

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

Scholarly Knowledge Graph Construction from Published Software Packages

Autorzy: Muhammad Haris, Sören Auer, Markus Stocker
Opublikowane w: Lecture Notes in Computer Science, Leveraging Generative Intelligence in Digital Libraries: Towards Human-Machine Collaboration, 2023, Strona(/y) 170-179
Wydawca: Springer Nature Singapore
DOI: 10.1007/978-981-99-8088-8_15

LLMs4OL: Large Language Models for Ontology Learning

Autorzy: Hamed Babaei Giglou, Jennifer D’Souza, Sören Auer
Opublikowane w: Lecture Notes in Computer Science, The Semantic Web – ISWC 2023, 2023, Strona(/y) 408-427
Wydawca: Springer Nature Switzerland
DOI: 10.1007/978-3-031-47240-4_22

Peer reviewed articles (14)

A Scholarly Knowledge Graph-Powered Dashboard: Implementation and User Evaluation

Autorzy: Olga Lezhnina, Gábor Kismihók, Manuel Prinz, Markus Stocker, Sören Auer
Opublikowane w: Frontiers in Research Metrics and Analytics, Numer 7, 2022, ISSN 2504-0537
Wydawca: Frontier
DOI: 10.3389/frma.2022.934930

The SciQA Scientific Question Answering Benchmark for Scholarly Knowledge

Autorzy: Sören Auer, Dante A. C. Barone, Cassiano Bartz, Eduardo G. Cortes, Mohamad Yaser Jaradeh, Oliver Karras, Manolis Koubarakis, Dmitry Mouromtsev, Dmitrii Pliukhin, Daniil Radyush, Ivan Shilin, Markus Stocker, Eleni Tsalapati
Opublikowane w: Scientific Reports, Numer 13, 2023, ISSN 2045-2322
Wydawca: Nature Publishing Group
DOI: 10.1038/s41598-023-33607-z

A comprehensive quality assessment framework for scientific events

Autorzy: Sahar Vahdati, Said Fathalla, Christoph Lange, Andreas Behrend, Aysegul Say, Zeynep Say, Sören Auer
Opublikowane w: Scientometrics, 2020, ISSN 1588-2861
Wydawca: 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

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

Information extraction pipelines for knowledge graphs

Autorzy: Mohamad Yaser Jaradeh, Kuldeep Singh, Markus Stocker, Andreas Both, Sören Auer
Opublikowane w: Knowledge and Information Systems, Numer 65, 2023, Strona(/y) 1989-2016, ISSN 0219-1377
Wydawca: Springer Verlag
DOI: 10.1007/s10115-022-01826-x

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

Autorzy: Said Fathalla; Said Fathalla; Sahar Vahdati; Christoph Lange; Sören Auer
Opublikowane w: Scientometrics 123 (2020), Nr. 2, Numer 1, 2020, ISSN 1588-2861
Wydawca: Springer
DOI: 10.18154/rwth-2020-03509

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

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

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

Autorzy: Salomon Kabongo; Jennifer D’Souza; Sören Auer
Opublikowane w: International Journal on Digital Libraries, Numer 4, 2023, ISSN 1432-1300
Wydawca: Springer
DOI: 10.1007/s00799-023-00366-1

Towards Semantic Integration of Federated Research Data

Autorzy: Javad Chamanara, Angelina Kraft, Sören Auer, Oliver Koepler
Opublikowane w: Datenbank-Spektrum, Numer 19/2, 2019, Strona(/y) 87-94, ISSN 1618-2162
Wydawca: Springer
DOI: 10.1007/s13222-019-00315-w

Agriculture Named Entity Recognition - Towards FAIR, Reusable Scholarly Contributions in Agriculture

Autorzy: Jennifer D’Souza
Opublikowane w: Knowledge, 2024, ISSN 2673-9585
Wydawca: MDPI
DOI: 10.20944/preprints202305.1393.v1

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

Autorzy: Arthur Brack, Anett Hoppe, Markus Stocker, Sören Auer, Ralph Ewerth
Opublikowane w: International Journal on Digital Libraries, 2022, ISSN 1432-5012
Wydawca: Springer Verlag
DOI: 10.1007/s00799-021-00306-x

Compact representations for efficient storage of semantic sensor data

Autorzy: Farah Karim, Maria-Esther Vidal, Sören Auer
Opublikowane w: Journal of Intelligent Information Systems, 2021, ISSN 0925-9902
Wydawca: 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.

Autorzy: Vogt, Lars
Opublikowane w: Journal of Biomedical Semantics, Vol 12, Iss 1, Pp 1-25 (2021), Numer 1, 2021, ISSN 2041-1480
Wydawca: BMC, Springer Nature
DOI: 10.1186/s13326-021-00254-0

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

Autorzy: Said Fathalla, Sahar Vahdati, Christoph Lange, Sören Auer
Opublikowane w: Scientometrics, Numer 123/2, 2020, Strona(/y) 677-705, ISSN 0138-9130
Wydawca: Akademiai Kiado
DOI: 10.1007/s11192-020-03391-y

Conference proceedings (28)

Plumber: A Modular Framework to Create Information Extraction Pipelines

Autorzy: Mohamad Yaser Jaradeh, Kuldeep Singh, Markus Stocker, Sören Auer
Opublikowane w: WWW '21: Companion Proceedings of the Web Conference 2021, 2021
Wydawca: ACM
DOI: 10.1145/3442442.3458603

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

Autorzy: Oliver Karras; Eduard C. Groen; Javed Ali Khan; Sören Auer
Opublikowane w: 2021, ISBN 978-1-6654-1898-0
Wydawca: IEEE
DOI: 10.1109/rew53955.2021.00056

Better Call the Plumber: Orchestrating Dynamic Information Extraction Pipelines

Autorzy: Mohamad Yaser Jaradeh, Kuldeep Singh, Markus Stocker, Andreas Both, Sören Auer
Opublikowane w: ICWE 2021: Web Engineering, 2021, ISBN 978-3-030-74296-6
Wydawca: Springer
DOI: 10.1007/978-3-030-74296-6_19

Federating Scholarly Infrastructures with GraphQL

Autorzy: Muhammad Haris, Kheir Eddine Farfar, Markus Stocker, Sören Auer
Opublikowane w: ICADL 2021: Towards Open and Trustworthy Digital Societies, 2021, ISBN 978-3-030-91669-5
Wydawca: Springer
DOI: 10.1007/978-3-030-91669-5_24

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

Autorzy: Ahmad Sakor, Isaiah Onando Mulang’, Kuldeep Singh, Saeedeh Shekarpour, Maria Esther Vidal, Jens Lehmann, Sören Auer
Opublikowane w: Proceedings of the 2019 Conference of the North, 2019, Strona(/y) 2336-2346
Wydawca: Association for Computational Linguistics
DOI: 10.18653/v1/n19-1243

SmartReviews: Towards Human- and Machine-Actionable Reviews

Autorzy: Allard Oelen, Markus Stocker, Sören Auer
Opublikowane w: TPDL 2021: Linking Theory and Practice of Digital Libraries, 2021, ISBN 978-3-030-86324-1
Wydawca: Springer
DOI: 10.1007/978-3-030-86324-1_22

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

Autorzy: Lars Vogt, Jennifer D'Souza, Markus Stocker, Sören Auer
Opublikowane w: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020, 2020, Strona(/y) 107-116, ISBN 9781450375856
Wydawca: ACM
DOI: 10.1145/3383583.3398530

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

Autorzy: Golsa Heidari, Ahmad Ramadan, Markus Stocker, Sören Auer
Opublikowane w: TPDL 2021: Linking Theory and Practice of Digital Libraries, 2021
Wydawca: Springer
DOI: 10.1007/978-3-030-86324-1_18

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

Autorzy: Vitalis Wiens, Steffen Lohmann, Sören Auer
Opublikowane w: Proceedings of the 10th International Conference on Knowledge Capture, 2019, Strona(/y) 163-170, ISBN 9781450370080
Wydawca: ACM
DOI: 10.1145/3360901.3364431

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

Autorzy: Jennifer D’Souza, Sören Auer, Ted Pedersen
Opublikowane w: 2021
Wydawca: ACL
DOI: 10.18653/v1/2021.semeval-1.44

Crowdsourcing Scholarly Discourse Annotations

Autorzy: Allard Oelen; Markus Stocker; Sören Auer
Opublikowane w: IUI '21: 26th International Conference on Intelligent User Interfaces, Numer 1, 2021
Wydawca: ACM
DOI: 10.1145/3397481.3450685

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

Autorzy: D'Souza, Jennifer; Hrou, Moussab; Auer, Sören
Opublikowane w: Database and Expert Systems Applications - 34th International Conference, Numer 3, 2023, ISBN 978-3-031-39846-9
Wydawca: Springer
DOI: 10.48550/arxiv.2305.12900

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

Autorzy: Mohamad Yaser Jaradeh, Allard Oelen, Kheir Eddine Farfar, Manuel Prinz, Jennifer D'Souza, Gábor Kismihók, Markus Stocker, Sören Auer
Opublikowane w: Proceedings of the 10th International Conference on Knowledge Capture, 2019, Strona(/y) 243-246, ISBN 9781450370080
Wydawca: ACM
DOI: 10.1145/3360901.3364435

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

Autorzy: D'Souza, Jennifer; Hoppe, Anett; Brack, Arthur; Jaradeh, Mohamad Yaser; Auer, Sören; Ewerth, Ralph
Opublikowane w: Proceedings of The 12th Language Resources and Evaluation Conference, Numer 1, 2020
Wydawca: European Language Resources Association

Generate FAIR Literature Surveys with Scholarly Knowledge Graphs

Autorzy: Allard Oelen, Mohamad Yaser Jaradeh, Markus Stocker, Sören Auer
Opublikowane w: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020, 2020, Strona(/y) 97-106, ISBN 9781450375856
Wydawca: ACM
DOI: 10.1145/3383583.3398520

Divide and Conquer the EmpiRE: A Community-Maintainable Knowledge Graph of Empirical Research in Requirements Engineering

Autorzy: Oliver Karras, Felix Wernlein, Jil Klünder, Sören Auer
Opublikowane w: 2023 ACM/IEEE International Symposium on Empirical Software Engineering and Measurement (ESEM), 2023
Wydawca: IEEE
DOI: 10.1109/esem56168.2023.10304795

Towards the semantic formalization of science

Autorzy: Said Fathalla, Sören Auer, Christoph Lange
Opublikowane w: Proceedings of the 35th Annual ACM Symposium on Applied Computing, 2020, Strona(/y) 2057-2059, ISBN 9781450368667
Wydawca: ACM
DOI: 10.1145/3341105.3374132

The scientific events ontology of the OpenResearch.org curation platform

Autorzy: Said Fathalla, Sahar Vahdati, Sören Auer, Christoph Lange
Opublikowane w: Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019, Strona(/y) 2311-2313, ISBN 9781450359337
Wydawca: ACM
DOI: 10.1145/3297280.3297631

EduCOR: An Educational and Career-Oriented Recommendation Ontology

Autorzy: Ilkou, Eleni; Abu-Rasheed, Hasan; Tavakoli, Mohammadreza; Hakimov, Sherzod; Kismihók, Gábor; Auer, Sören; Nejdl, Wolfgang
Opublikowane w: The Semantic Web Conference, Numer 2, 2021, Strona(/y) 546–562, ISBN 978-3-030-88361-4
Wydawca: Springer, Cham
DOI: 10.1007/978-3-030-88361-4_32

Demonstration of Faceted Search on Scholarly Knowledge Graphs

Autorzy: Golsa Heidari, Ahmad Ramadan, Markus Stocker, Sören Auer
Opublikowane w: WWW '21: Companion Proceedings of the Web Conference 2021, 2021
Wydawca: ACM
DOI: 10.1145/3442442.3458605

Representing Semantified Biological Assays in the Open Research Knowledge Graph

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

Pattern-Based Acquisition of Scientific Entities from Scholarly Article Titles

Autorzy: Jennifer D’Souza, Sören Auer
Opublikowane w: ICADL 2021: Towards Open and Trustworthy Digital Societies, 2021, ISBN 978-3-030-91669-5
Wydawca: Springer
DOI: 10.1007/978-3-030-91669-5_31

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

Autorzy: Allard Oelen, Markus Stocker, Sören Auer
Opublikowane w: ICADL 2021: Towards Open and Trustworthy Digital Societies, 2021, ISBN 978-3-030-91669-5
Wydawca: Springer
DOI: 10.1007/978-3-030-91669-5_9

Triple Classification for Scholarly Knowledge Graph Completion

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

Automated Mining of Leaderboards for Empirical AI Research

Autorzy: Salomon Kabongo, Jennifer D’Souza, Sören Auer
Opublikowane w: ICADL 2021: Towards Open and Trustworthy Digital Societies, 2021, ISBN 978-3-030-91669-5
Wydawca: Springer
DOI: 10.1007/978-3-030-91669-5_35

Organizing Scientific Knowledge From Energy System Research Using the Open Research Knowledge Graph

Autorzy: Karras, Oliver; Göpfert, Jan-Maris; Kuckertz, Patrick; Pelser, Tristan; Auer, Sören
Opublikowane w: doi:10.34734/FZJ-2023-05323, Numer 4, 2024
Wydawca: TIB Open Publishing
DOI: 10.48550/arxiv.2401.13365

Ontology Design for Pharmaceutical Research Outcomes

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

Creating a Scholarly Knowledge Graph from Survey Article Tables.

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

Non-peer reviewed articles (1)

FAIR scientific information with the Open Research Knowledge Graph

Autorzy: Markus Stocker, Allard Oelen, Mohamad Yaser Jaradeh, Muhammad Haris, Omar Arab Oghli, Golsa Heidari, Hassan Hussein, Anna-Lena Lorenz, Salomon Kabenamualu, Kheir Eddine Farfar, Manuel Prinz, Oliver Karras, Jennifer D’Souza, Lars Vogt, Sören Auer
Opublikowane w: FAIR Connect, Numer 1, 2023, Strona(/y) 19-21, ISSN 2949-799X
Wydawca: IOS Press
DOI: 10.3233/fc-221513