Knowledge Graphs at Scale

Informacje na temat projektu

KnowGraphs

Identyfikator umowy o grant: 860801

DOI

10.3030/860801

Projekt został zamknięty

Data podpisania przez KE 9 Sierpnia 2019

Data rozpoczęcia 1 Października 2019

Data zakończenia 31 Marca 2024

Finansowanie w ramach

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Koszt całkowity

€ 3 873 641,40

Wkład UE

€ 3 873 641,40

Koordynowany przez

UNIVERSITAET PADERBORN
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

Documents, reports (9)

Innovation and exploitation prototypes and guidelines

The application and evaluation of the proposed best practices in healthcare, biomedical and financial domains, and the provision of general guidelines for the development of innovative products and services based on KGs that benefit citizens, the economy and society.

Syntax Formalisms for Representing KGs

Describes abstract and concrete syntaxes for representing hybrid representations with constraints and allows for representation learning.

Legally and ethically sound innovation best practices

Provide best practices in terms of legally and ethically sound innovation methods, processes and standards.

Semantic Representations for KGs

Describes interacting semantics for syntactic modules.

Maintenance of KGs

Describes the current approaches to the maintenance of KGs which integrate continuously-updated resources and the new solutions proposed in T2.3.

Knowledge Graph Operators

Provides software and scientific documentation about accomplished developments and evaluation of knowledge graph operators.

Knowledge Graph Data Structures

Describes the state of the art and specifies data structures suitable for storing knowledge graphs as developed in T3.1 and T3.2.

Construction of KGs

Describes the state of the art in constructing KGs and the innovative approaches put forward during T2.2 (a first approach in a first version of the deliverable and an improved version with a second version of the deliverable).

Dissemination Training for ESRs

This report will summarize the actions taken to train the ESRs w.r.t disseminating their results efficiently and effectively.

Websites, patent fillings, videos etc. (1)

Website

This deliverable will give a brief overview of the website including its design and functionality.

Publikacje

Conference proceedings (34)

Native Execution of GraphQL Queries over RDF Graphs Using Multi-Way Joins

Autorzy: Nikolaos Karalis, Alexander Bigerl, Axel-Cyrille Ngonga Ngomo
Opublikowane w: Knowledge Graphs: Semantics, Machine Learning, and Languages, Numer Volume 56, 2023, Strona(/y) 77-93
Wydawca: IOS Press
DOI: 10.3233/ssw230007

Personal Knowledge Graphs: Use Cases in e-learning Platforms

Autorzy: Ilkou, Eleni
Opublikowane w: Companion Proceedings of the Web Conference 2022 (WWW '22 Companion), 2022, ISBN 978-1-4503-9130-6
Wydawca: Association for Computing Machinery
DOI: 10.1145/3487553.3524196

NPCS: Native Provenance Computation for SPARQL

Autorzy: Zubaria Asma, Daniel Hernández, Luis Galárraga, Giorgos Flouris, Irini Fundulaki, Katja Hose
Opublikowane w: WWW '24: Proceedings of the ACM on Web Conference 2024, 2024, Strona(/y) 2085-2093
Wydawca: ACM
DOI: 10.1145/3589334.3645557

Cross-lingual AMR Aligner: Paying Attention to Cross-Attention

Autorzy: Martinez Lorenzo, Abelardo Carlos; Huguet Cabot, Pere Lluís; Navigli, Roberto
Opublikowane w: Findings of the Association for Computational Linguistics: ACL 2023, Numer 2023, 2023, Strona(/y) 1726–1742
Wydawca: ACL
DOI: 10.18653/v1/2023.findings-acl.109

Exploring the Potential of Knowledge Graphs to Support Distant Knowledge Search for Innovation

Autorzy: Dawa Chang
Opublikowane w: 13th ACM Web Science Conference 2021, Numer June 2021, 2021, Strona(/y) 147-148, ISBN 978-1-4503-8525-1
Wydawca: Association for Computing Machinery
DOI: 10.1145/3462741.346667

Neural Class Expression Synthesis

Autorzy: N’Dah Jean Kouagou, Stefan Heindorf, Caglar Demir, Axel-Cyrille Ngonga Ngomo
Opublikowane w: Proceedings of the 17th International Workshop on Neural-Symbolic Learning and Reasoning (NeSy), 2023, Strona(/y) 430-431, ISSN 1613-0073
Wydawca: CEUR

EduCOR: An Educational and Career-Oriented Recommendation Ontology

Autorzy: Eleni Ilkou, Hasan Abu-Rasheed, Mohammadreza Tavakoli, Sherzod Hakimov, Gábor Kismihók, Sören Auer, Wolfgang Nejdl
Opublikowane w: The Semantic Web – ISWC 2021, Lecture Notes in Computer Science, 2021, Strona(/y) 546-562, ISBN 978-3-030-88361-4
Wydawca: Springer International Publishing
DOI: 10.1007/978-3-030-88361-4_32

NestE: Modeling Nested Relational Structures for Knowledge Graph Reasoning

Autorzy: Bo Xiong, Mojtaba Nayyeri, Linhao Luo, Zihao Wang, Shirui Pan, Steffen Staab
Opublikowane w: Proceedings of the AAAI Conference on Artificial Intelligence, Numer 2024-03-24, 2024
Wydawca: AAAI
DOI: 10.1609/aaai.v38i8.28772

Ultrahyperbolic Knowledge Graph Embeddings

Autorzy: Bo Xiong; Shichao Zhu; Mojtaba Nayyeri; Chengjin Xu; Shirui Pan; Chuan Zhou; Steffen Staab
Opublikowane w: ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD-22, 2022, Strona(/y) Pages 2130–2139
Wydawca: ACM
DOI: 10.1145/3534678.3539333

AMRs Assemble! Learning to Ensemble with Autoregressive Models for AMR Parsing

Autorzy: Abelardo Carlos Martínez Lorenzo, Pere Lluís Huguet Cabot, Roberto Navigli
Opublikowane w: Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), Numer 2023, 2023
Wydawca: Association for Computational Linguistics
DOI: 10.18653/v1/2023.acl-short.137

A Semantic Policy Language for Usage Control

Autorzy: Ines Akaichi and Sabrina Kirrane
Opublikowane w: Posters, Demos and Workshops at SEMANTiCS 2022, 2022
Wydawca: CEUR Workshop Proceedings

Pseudo-Riemannian Graph Convolutional Networks

Autorzy: Bo Xiong, Shichao Zhu, Nico Potyka, Shirui Pan, Chuan Zhou, Steffen Staab
Opublikowane w: 36th Conference on Neural Information Processing Systems (NeurIPS 2022), Numer 31 October 2022, 2022
Wydawca: Openreivew

(Semi-) Automatic Construction of Knowledge Graph Metadata

Autorzy: Maryam Mohammadi
Opublikowane w: The Semantic Web: ESWC 2022 Satellite Events, 2022
Wydawca: Springer-Verlag
DOI: 10.1007/978-3-031-11609-4_32

Faithful Embeddings for EL++ Knowledge Bases

Autorzy: Bo Xiong; Nico Potyka; Trung-Kien Tran; Mojtaba Nayyeri; Steffen Staab
Opublikowane w: ISWC 2022: 21st International Semantic Web Conference, 2022, Strona(/y) Pages 22–38
Wydawca: Springer
DOI: 10.1007/978-3-031-19433-7_2

Semantic Technology based Usage Control for Decentralized Systems

Autorzy: Ines Akaichi
Opublikowane w: Proceedings of the Doctoral Consortium at ISWC 2022, 2022
Wydawca: CEUR Workshop Proceedings

RED$^{\rm FM}$: a Filtered and Multilingual Relation Extraction Dataset

Autorzy: Cabot, Pere-Lluís Huguet; Tedeschi, Simone; Ngomo, Axel-Cyrille Ngonga; Navigli, Roberto
Opublikowane w: Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics, Numer July 2023, 2023
Wydawca: ACL 2023
DOI: 10.18653/v1/2023.acl-long.237

Fully-Semantic Parsing and Generation: the BabelNet Meaning Representation

Autorzy: Abelardo Carlos Martínez Lorenzo, Marco Maru, Roberto Navigli
Opublikowane w: Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics, 2022
Wydawca: Association for Computational Linguistics
DOI: 10.18653/v1/2022.acl-long.121

Link Prediction with Attention Applied on Multiple Knowledge Graph Embedding Models

Autorzy: Cosimo Gregucci, Mojtaba Nayyeri, Daniel Hernández, Steffen Staab
Opublikowane w: WWW '23: Proceedings of the ACM Web Conference 2023, Numer April 2023, 2023, Strona(/y) Pages 2600–2610
Wydawca: ACM
DOI: 10.1145/3543507.3583358

BabelNet Meaning Representation: A Fully Semantic Formalism to Overcome Language Barriers

Autorzy: Navigli, Roberto;Blloshmi, Rexhina;Martinez Lorenzo, Abelardo Carlos
Opublikowane w: Proceedings of the 36th AAAI Conference on Artificial Intelligence, 2022
Wydawca: Association for the Advancement of Artificial Intelligence
DOI: 10.1609/aaai.v36i11.21490

Universal Knowledge Graph Embeddings

Autorzy: N’Dah Jean Kouagou, Caglar Demir, Hamada M. Zahera, Adrian Wilke, Stefan Heindorf, Jiayi Li, Axel-Cyrille Ngonga Ngomo
Opublikowane w: Association for Computing Machinery, New York, United States, 2024, Strona(/y) 1793-1797, ISBN 979-8-4007-0172-6
Wydawca: Association for Computing Machinery, New York, United States
DOI: 10.1145/3589335.3651978

Toward a Comparison Framework for Interactive Ontology Enrichment Methodologies

Autorzy: Jarno Vrolijk, Ioannis Reklos, Mahsa Vafaie, Arcangelo Massari, Maryam Mohammadi, Sebastian Rudolph
Opublikowane w: Visualization and Interaction for Ontologies and Linked Data 2022, 2022
Wydawca: CEUR Workshop Proceedings

Shrinking Embeddings for Hyper-Relational Knowledge Graphs

Autorzy: Bo Xiong, Mojtaba Nayyeri, Shirui Pan, Steffen Staab
Opublikowane w: Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics, Numer 2023, 2023
Wydawca: Association for Computational Linguistics
DOI: 10.18653/v1/2023.acl-long.743

Incorporating Graph Information in Transformer-based AMR Parsing

Autorzy: Pavlo Vasylenko, Pere Lluís Huguet Cabot, Abelardo Carlos Martínez Lorenzo, Roberto Navigli
Opublikowane w: Findings of the Association for Computational Linguistics: ACL 2023, Numer 2023, 2023
Wydawca: Association for Computational Linguistics
DOI: 10.18653/v1/2023.findings-acl.125

Time-aware Entity Alignment using Temporal Relational Attention

Autorzy: Chengjin Xu, Fenglong Su, Bo Xiong, Jens Lehmann
Opublikowane w: Proceedings of the ACM Web Conference (WWW) 2022, Numer April 2022, 2022, Strona(/y) Pages 788–797
Wydawca: ACM
DOI: 10.1145/3485447.3511922

Symbolic Vs Sub-symbolic AI Methods: Friends or Enemies?

Autorzy: Ilkou, E., & Koutraki, M. (2020)
Opublikowane w: International Conference on Information and Knowledge Management (CIKM), Numer vol. 2699, 2020, Strona(/y) 3523–3524, ISSN 1613-0073
Wydawca: CEUR Workshop Proceedings (CEUR-WS.org)

HybridFC: A Hybrid Fact-Checking Approach for Knowledge Graphs

Autorzy: Umair Qudus, Michael Röder, Muhammad Saleem & Axel-Cyrille Ngonga Ngomo
Opublikowane w: The Semantic Web - {ISWC} 2022 - 21st International Semantic Web Conference, Virtual Event, October 23-27, 2022, Proceedings, Numer October 23-27, 2022, 2022, Strona(/y) 462-480
Wydawca: Springer
DOI: 10.1007/978-3-031-19433-7_27

Neural Class Expression Synthesis

Autorzy: N'Dah Jean Kouagou, Stefan Heindorf, Caglar Demir, Axel-Cyrille Ngonga Ngomo
Opublikowane w: The Semantic Web. ESWC 2023. Lecture Notes in Computer Science, Numer 13870, 2023, Strona(/y) 209–226, ISBN 978-3-031-33454-2
Wydawca: Springer
DOI: 10.1007/978-3-031-33455-9_13

Neural Class Expression Synthesis in ALCHIQ(D)

Autorzy: N’Dah Jean Kouagou, Stefan Heindorf, Caglar Demir, Axel-Cyrille Ngonga Ngomo
Opublikowane w: Machine Learning and Knowledge Discovery in Databases: Research Track. ECML PKDD 2023. Lecture Notes in Computer Science, Numer 14172, 2023, Strona(/y) 196–212, ISBN 978-3-031-43421-1
Wydawca: Springer
DOI: 10.1007/978-3-031-43421-1_12

Learning Concept Lengths Accelerates Concept Learning in ALC

Autorzy: N'Dah Jean Kouagou, Stefan Heindorf, Caglar Demir, Axel-Cyrille Ngonga Ngomo
Opublikowane w: The Semantic Web - 19th International Conference, {ESWC} 2022, Hersonissos, Crete, Greece, May 29 - June 2, 2022, Proceedings, 2022, Strona(/y) 236-252
Wydawca: Springer
DOI: 10.1007/978-3-031-06981-9_14

Hyperbolic Embedding Inference for Structured Multi-Label Prediction

Autorzy: Bo Xiong, Michael Cochez, Mojtaba Nayyeri, Steffen Staab
Opublikowane w: 36th Conference on Neural Information Processing Systems (NeurIPS 2022)., Numer 31 October 2022, 2022
Wydawca: Openreview

GUCON: A Generic Graph Pattern based Policy Framework for Usage Control Enforcement

Autorzy: Ines Akaichi, Giorgos Flouris, Irini Fundulaki and Sabrina Kirrane
Opublikowane w: International Joint Conference on Rules and Reasoning (RuleML+RR), 2023, Strona(/y) 34-53, ISBN 978-3-031-45072-3
Wydawca: Springer
DOI: 10.1007/978-3-031-45072-3_3

REBEL: Relation Extraction By End-to-end Language generation

Autorzy: Pere-Lluís Huguet Cabot, Roberto Navigli
Opublikowane w: Proc. of Findings of EMNLP, 2021, Strona(/y) 2370–2381
Wydawca: European ACL

Us vs. Them: A Dataset of Populist Attitudes, News Bias and Emotions

Autorzy: Pere-Lluís Huguet Cabot, David Abadi, Agneta Fischer, Ekaterina Shutova
Opublikowane w: Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, Numer April 19 - 23, 2021, 2021, Strona(/y) 1921-1945
Wydawca: Association for Computational Linguistics
DOI: 10.18653/v1/2021.eacl-main.165

TEMPORALFC: A Temporal Fact Checking approach over Knowledge Graphs

Autorzy: Umair Qudus, Michael Röder, Sabrina Kirrane, Axel-Cyrille Ngonga Ngomo
Opublikowane w: The Semantic Web – ISWC 2023, Numer November 6-10, 2023, 2023, Strona(/y) 465–483
Wydawca: Springer International Publishing
DOI: 10.1007/978-3-031-47240-4_25

Book chapters (1)

Legal-Ethical Challenges and Technological Solutions to e-Health Data Consent in the EU

Autorzy: Doan, X., Florea, M., & Carter, S. E.
Opublikowane w: HHAI 2023: Augmenting Human Intellect - Proceedings of the 2nd International Conference on Hybrid Human-Artificial Intelligence, 2023, Strona(/y) 243-253
Wydawca: IOS Press EBooks
DOI: 10.3233/faia230088

Peer reviewed articles (6)

Is Automated Consent in Solid GDPR-Compliant? An Approach for Obtaining Valid Consent with the Solid Protocol

Autorzy: Marcu Florea and Beatriz Esteves
Opublikowane w: Information (Switzerland) Special Numer Addressing Privacy and Data Protection in New Technological Trends, 2023, ISSN 2078-2489
Wydawca: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/info14120631

Certification as guidance for data protection by design

Autorzy: Efstratios Koulierakis
Opublikowane w: International Review of Law Computers and Technology, 2023, ISSN 1364-6885
Wydawca: Taylor & Francis
DOI: 10.1080/13600869.2023.2269498

Withdrawal of consent for processing personal data in biomedical research

Autorzy: Marcu Florea
Opublikowane w: International Data Privacy Law, Numer 13(2), 2023, Strona(/y) 107-123, ISSN 2044-4001
Wydawca: Oxford University Press
DOI: 10.1093/idpl/ipad008

An Empirical Evaluation of Cost-based Federated SPARQL Query Processing Engines

Autorzy: Umair Qudus and Muhammad Saleem and Axel-Cyrille Ngonga Ngomo and Young-Koo Lee
Opublikowane w: Semantic Web, Numer vol. 12, no. 6, 2021, Strona(/y) 843-868, ISSN 1570-0844
Wydawca: IOS Press
DOI: 10.3233/sw-200420

The challenge of incorporating legal rules into digital applications: a theoretical exploration of article 25 GDPR

Autorzy: Efstratios Koulierakis
Opublikowane w: ILLYRIUS International Scientific Review, 2022, Strona(/y) 35-46, ISSN 2225-2894
Wydawca: e Italo-Albanian Center of Studies, High Formation and Researches CESIAL of CEMAS “Sapienza” Università di Roma

CollabGraph: A Graph-Based Collaborative Search Summary Visualization

Autorzy: Eleni Ilkou; Tetiana Tolmachova; Marco Fisichella; Davide Taibi
Opublikowane w: IEEE Transactions on Learning Technologies, Numer VOL. 16, NO. 3, JUNE 2023, 2023, Strona(/y) 382-398, ISSN 1939-1382
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tlt.2023.3242174