@Article{TGDK.1.1,
title = {{TGDK, Volume 1, Issue 1, Complete Issue}},
journal = {Transactions on Graph Data and Knowledge},
pages = {1--398},
ISSN = {2942-7517},
year = {2023},
volume = {1},
number = {1},
publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
address = {Dagstuhl, Germany},
URL = {https://drops.dagstuhl.de/entities/document/10.4230/TGDK.1.1},
URN = {urn:nbn:de:0030-drops-194738},
doi = {10.4230/TGDK.1.1},
annote = {Keywords: TGDK, Volume 1, Issue 1, Complete Issue}
}
@Article{TGDK.1.1.0,
title = {{Front Matter, Table of Contents, List of Authors}},
journal = {Transactions on Graph Data and Knowledge},
pages = {0:i--0:x},
ISSN = {2942-7517},
year = {2023},
volume = {1},
number = {1},
publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
address = {Dagstuhl, Germany},
URL = {https://drops.dagstuhl.de/entities/document/10.4230/TGDK.1.1.0},
URN = {urn:nbn:de:0030-drops-194746},
doi = {10.4230/TGDK.1.1.0},
annote = {Keywords: Front Matter, Table of Contents, List of Authors}
}
@Article{hogan_et_al:TGDK.1.1.1,
author = {Hogan, Aidan and Horrocks, Ian and Hotho, Andreas and Kagal, Lalana},
title = {{Transactions on Graph Data and Knowledge}},
journal = {Transactions on Graph Data and Knowledge},
pages = {1:1--1:4},
ISSN = {2942-7517},
year = {2023},
volume = {1},
number = {1},
publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
address = {Dagstuhl, Germany},
URL = {https://drops.dagstuhl.de/entities/document/10.4230/TGDK.1.1.1},
URN = {urn:nbn:de:0030-drops-194757},
doi = {10.4230/TGDK.1.1.1},
annote = {Keywords: Graphs, Data, Knowledge}
}
@Article{pan_et_al:TGDK.1.1.2,
author = {Pan, Jeff Z. and Razniewski, Simon and Kalo, Jan-Christoph and Singhania, Sneha and Chen, Jiaoyan and Dietze, Stefan and Jabeen, Hajira and Omeliyanenko, Janna and Zhang, Wen and Lissandrini, Matteo and Biswas, Russa and de Melo, Gerard and Bonifati, Angela and Vakaj, Edlira and Dragoni, Mauro and Graux, Damien},
title = {{Large Language Models and Knowledge Graphs: Opportunities and Challenges}},
journal = {Transactions on Graph Data and Knowledge},
pages = {2:1--2:38},
year = {2023},
volume = {1},
number = {1},
publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
address = {Dagstuhl, Germany},
URL = {https://drops.dagstuhl.de/entities/document/10.4230/TGDK.1.1.2},
URN = {urn:nbn:de:0030-drops-194766},
doi = {10.4230/TGDK.1.1.2},
annote = {Keywords: Large Language Models, Pre-trained Language Models, Knowledge Graphs, Ontology, Retrieval Augmented Language Models}
}
@Article{allen_et_al:TGDK.1.1.3,
author = {Allen, Bradley P. and Stork, Lise and Groth, Paul},
title = {{Knowledge Engineering Using Large Language Models}},
journal = {Transactions on Graph Data and Knowledge},
pages = {3:1--3:19},
ISSN = {2942-7517},
year = {2023},
volume = {1},
number = {1},
publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
address = {Dagstuhl, Germany},
URL = {https://drops.dagstuhl.de/entities/document/10.4230/TGDK.1.1.3},
URN = {urn:nbn:de:0030-drops-194777},
doi = {10.4230/TGDK.1.1.3},
annote = {Keywords: knowledge engineering, large language models}
}
@Article{biswas_et_al:TGDK.1.1.4,
author = {Biswas, Russa and Kaffee, Lucie-Aim\'{e}e and Cochez, Michael and Dumbrava, Stefania and Jendal, Theis E. and Lissandrini, Matteo and Lopez, Vanessa and Menc{\'\i}a, Eneldo Loza and Paulheim, Heiko and Sack, Harald and Vakaj, Edlira Kalemi and de Melo, Gerard},
title = {{Knowledge Graph Embeddings: Open Challenges and Opportunities}},
journal = {Transactions on Graph Data and Knowledge},
pages = {4:1--4:32},
year = {2023},
volume = {1},
number = {1},
publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
address = {Dagstuhl, Germany},
URL = {https://drops.dagstuhl.de/entities/document/10.4230/TGDK.1.1.4},
URN = {urn:nbn:de:0030-drops-194783},
doi = {10.4230/TGDK.1.1.4},
annote = {Keywords: Knowledge Graphs, KG embeddings, Link prediction, KG applications}
}
@Article{chen_et_al:TGDK.1.1.5,
author = {Chen, Jiaoyan and Dong, Hang and Hastings, Janna and Jim\'{e}nez-Ruiz, Ernesto and L\'{o}pez, Vanessa and Monnin, Pierre and Pesquita, Catia and \v{S}koda, Petr and Tamma, Valentina},
title = {{Knowledge Graphs for the Life Sciences: Recent Developments, Challenges and Opportunities}},
journal = {Transactions on Graph Data and Knowledge},
pages = {5:1--5:33},
year = {2023},
volume = {1},
number = {1},
publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
address = {Dagstuhl, Germany},
URL = {https://drops.dagstuhl.de/entities/document/10.4230/TGDK.1.1.5},
URN = {urn:nbn:de:0030-drops-194791},
doi = {10.4230/TGDK.1.1.5},
annote = {Keywords: Knowledge graphs, Life science, Knowledge discovery, Explainable AI}
}
@Article{stumme_et_al:TGDK.1.1.6,
author = {Stumme, Gerd and D\"{u}rrschnabel, Dominik and Hanika, Tom},
title = {{Towards Ordinal Data Science}},
journal = {Transactions on Graph Data and Knowledge},
pages = {6:1--6:39},
ISSN = {2942-7517},
year = {2023},
volume = {1},
number = {1},
publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
address = {Dagstuhl, Germany},
URL = {https://drops.dagstuhl.de/entities/document/10.4230/TGDK.1.1.6},
URN = {urn:nbn:de:0030-drops-194801},
doi = {10.4230/TGDK.1.1.6},
annote = {Keywords: Order relation, data science, relational theory of measurement, metric learning, general algebra, lattices, factorization, approximations and heuristics, factor analysis, visualization, browsing, explainability}
}
@Article{wu_et_al:TGDK.1.1.7,
author = {Wu, Hong and Wang, Zhe and Wang, Kewen and Omran, Pouya Ghiasnezhad and Li, Jiangmeng},
title = {{Rule Learning over Knowledge Graphs: A Review}},
journal = {Transactions on Graph Data and Knowledge},
pages = {7:1--7:23},
ISSN = {2942-7517},
year = {2023},
volume = {1},
number = {1},
publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
address = {Dagstuhl, Germany},
URL = {https://drops.dagstuhl.de/entities/document/10.4230/TGDK.1.1.7},
URN = {urn:nbn:de:0030-drops-194813},
doi = {10.4230/TGDK.1.1.7},
annote = {Keywords: Rule learning, Knowledge graphs, Link prediction}
}
@Article{damato_et_al:TGDK.1.1.8,
author = {d'Amato, Claudia and Mahon, Louis and Monnin, Pierre and Stamou, Giorgos},
title = {{Machine Learning and Knowledge Graphs: Existing Gaps and Future Research Challenges}},
journal = {Transactions on Graph Data and Knowledge},
pages = {8:1--8:35},
year = {2023},
volume = {1},
number = {1},
publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
address = {Dagstuhl, Germany},
URL = {https://drops.dagstuhl.de/entities/document/10.4230/TGDK.1.1.8},
URN = {urn:nbn:de:0030-drops-194824},
doi = {10.4230/TGDK.1.1.8},
annote = {Keywords: Graph-based Learning, Knowledge Graph Embeddings, Large Language Models, Explainable AI, Knowledge Graph Completion \& Curation}
}
@Article{ibanez_et_al:TGDK.1.1.9,
author = {Ib\'{a}\~{n}ez, Luis-Daniel and Domingue, John and Kirrane, Sabrina and Seneviratne, Oshani and Third, Aisling and Vidal, Maria-Esther},
title = {{Trust, Accountability, and Autonomy in Knowledge Graph-Based AI for Self-Determination}},
journal = {Transactions on Graph Data and Knowledge},
pages = {9:1--9:32},
ISSN = {2942-7517},
year = {2023},
volume = {1},
number = {1},
publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
address = {Dagstuhl, Germany},
URL = {https://drops.dagstuhl.de/entities/document/10.4230/TGDK.1.1.9},
URN = {urn:nbn:de:0030-drops-194839},
doi = {10.4230/TGDK.1.1.9},
annote = {Keywords: Trust, Accountability, Autonomy, AI, Knowledge Graphs}
}
@Article{kaffee_et_al:TGDK.1.1.10,
author = {Kaffee, Lucie-Aim\'{e}e and Biswas, Russa and Keet, C. Maria and Vakaj, Edlira Kalemi and de Melo, Gerard},
title = {{Multilingual Knowledge Graphs and Low-Resource Languages: A Review}},
journal = {Transactions on Graph Data and Knowledge},
pages = {10:1--10:19},
ISSN = {2942-7517},
year = {2023},
volume = {1},
number = {1},
publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
address = {Dagstuhl, Germany},
URL = {https://drops.dagstuhl.de/entities/document/10.4230/TGDK.1.1.10},
URN = {urn:nbn:de:0030-drops-194845},
doi = {10.4230/TGDK.1.1.10},
annote = {Keywords: knowledge graphs, multilingual, low-resource languages, review}
}
@Article{polleres_et_al:TGDK.1.1.11,
author = {Polleres, Axel and Pernisch, Romana and Bonifati, Angela and Dell'Aglio, Daniele and Dobriy, Daniil and Dumbrava, Stefania and Etcheverry, Lorena and Ferranti, Nicolas and Hose, Katja and Jim\'{e}nez-Ruiz, Ernesto and Lissandrini, Matteo and Scherp, Ansgar and Tommasini, Riccardo and Wachs, Johannes},
title = {{How Does Knowledge Evolve in Open Knowledge Graphs?}},
journal = {Transactions on Graph Data and Knowledge},
pages = {11:1--11:59},
year = {2023},
volume = {1},
number = {1},
publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
address = {Dagstuhl, Germany},
URL = {https://drops.dagstuhl.de/entities/document/10.4230/TGDK.1.1.11},
URN = {urn:nbn:de:0030-drops-194855},
doi = {10.4230/TGDK.1.1.11},
annote = {Keywords: KG evolution, temporal KG, versioned KG, dynamic KG}
}
@Article{scherp_et_al:TGDK.1.1.12,
author = {Scherp, Ansgar and Richerby, David and Blume, Till and Cochez, Michael and Rau, Jannik},
title = {{Structural Summarization of Semantic Graphs Using Quotients}},
journal = {Transactions on Graph Data and Knowledge},
pages = {12:1--12:25},
ISSN = {2942-7517},
year = {2023},
volume = {1},
number = {1},
publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
address = {Dagstuhl, Germany},
URL = {https://drops.dagstuhl.de/entities/document/10.4230/TGDK.1.1.12},
URN = {urn:nbn:de:0030-drops-194862},
doi = {10.4230/TGDK.1.1.12},
annote = {Keywords: graph summarization, quotients, stratified bisimulation}
}
@Article{calbimonte_et_al:TGDK.1.1.13,
author = {Calbimonte, Jean-Paul and Ciortea, Andrei and Kampik, Timotheus and Mayer, Simon and Payne, Terry R. and Tamma, Valentina and Zimmermann, Antoine},
title = {{Autonomy in the Age of Knowledge Graphs: Vision and Challenges}},
journal = {Transactions on Graph Data and Knowledge},
pages = {13:1--13:22},
ISSN = {2942-7517},
year = {2023},
volume = {1},
number = {1},
publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
address = {Dagstuhl, Germany},
URL = {https://drops.dagstuhl.de/entities/document/10.4230/TGDK.1.1.13},
URN = {urn:nbn:de:0030-drops-194872},
doi = {10.4230/TGDK.1.1.13},
annote = {Keywords: Knowledge graphs, Autonomous Systems}
}
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