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2020 – today
- 2025
[c58]Andrea Colombo, Teodoro Baldazzi, Luigi Bellomarini, Emanuel Sallinger, Stefano Ceri:
Template-based Explainable Inference over High-Stakes Financial Knowledge Graphs. EDBT 2025: 503-515- 2024
- [c57]Teodoro Baldazzi, Luigi Bellomarini, Stefano Ceri, Andrea Colombo, Andrea Gentili, Emanuel Sallinger, Paolo Atzeni:
Explaining Enterprise Knowledge Graphs with Large Language Models and Ontological Reasoning. Tannen's Festschrift 2024: 1:1-1:20 - [c56]Andrea Colombo, Teodoro Baldazzi, Luigi Bellomarini, Andrea Gentili, Emanuel Sallinger:
LLM-based DatalogMTL Modelling of MiCAR-compliant Crypto-Assets Markets. Datalog 2024: 17-22 - [c55]Luigi Bellomarini, Marco Favorito, Eleonora Laurenza, Markus Nissl, Emanuel Sallinger:
Towards FATEful Smart Contracts. DLT 2024 - [c54]Teodoro Baldazzi, Luigi Bellomarini, Stefano Ceri, Andrea Colombo, Andrea Gentili, Emanuel Sallinger:
"Please, Vadalog, tell me why": Interactive Explanation of Datalog-based Reasoning. EDBT 2024: 834-837 - [c53]Teodoro Baldazzi
, Luigi Bellomarini, Marco Favorito, Emanuel Sallinger:
Ontological Reasoning over Shy and Warded Datalog+/- for Streaming-Based Architectures. PADL 2024: 169-185 - [c52]Teodoro Baldazzi, Davide Benedetto, Luigi Bellomarini, Emanuel Sallinger, Adriano Vlad:
Softening Ontological Reasoning with Large Language Models. RuleML+RR (Companion) 2024 - [c51]Luigi Bellomarini, Anna Bernasconi, Stefano Ceri, Alessia Gagliardi, Davide Magnanimi, Davide Martinenghi:
Towards a Standard for Triggers in Property Graphs. SEBD 2024: 70-79 - [c50]Stefano Ceri, Anna Bernasconi, Alessia Gagliardi, Davide Martinenghi, Luigi Bellomarini, Davide Magnanimi:
PG-Triggers: Triggers for Property Graphs. SIGMOD Conference Companion 2024: 373-385 - 2023
- [j12]Luigi Bellomarini, Marco Benedetti, Andrea Gentili, Davide Magnanimi, Emanuel Sallinger:
KG-Roar: Interactive Datalog-based Reasoning on Virtual Knowledge Graphs. Proc. VLDB Endow. 16(12): 4014-4017 (2023) - [j11]Luigi Bellomarini, Eleonora Laurenza, Emanuel Sallinger, Evgeny Sherkhonov:
Swift Markov Logic for Probabilistic Reasoning on Knowledge Graphs. Theory Pract. Log. Program. 23(3): 507-534 (2023) - [c49]Luigi Bellomarini, Andrea Gentili, Eleonora Laurenza, Emanuel Sallinger:
Model-Independent Design of Knowledge Graphs (short paper). AMW 2023 - [c48]Andrea Colombo, Luigi Bellomarini, Stefano Ceri, Eleonora Laurenza:
Smart Derivative Contracts in DatalogMTL. EDBT 2023: 773-781 - [c47]Teodoro Baldazzi, Luigi Bellomarini, Emanuel Sallinger:
Reasoning over Financial Scenarios with the Vadalog System. EDBT 2023: 782-791 - [c46]Davide Magnanimi, Luigi Bellomarini, Stefano Ceri, Davide Martinenghi:
Reactive Company Control in Company Knowledge Graphs. ICDE 2023: 3336-3348 - [c45]Teodoro Baldazzi, Luigi Bellomarini, Stefano Ceri, Andrea Colombo, Andrea Gentili, Emanuel Sallinger:
Fine-Tuning Large Enterprise Language Models via Ontological Reasoning. RuleML+RR 2023: 86-94 - [c44]Davide Magnanimi, Stefano Ceri, Luigi Bellomarini, Davide Martinenghi:
The Company Control Problem, Reactively. SEBD 2023: 326-334 - [i10]Teodoro Baldazzi, Luigi Bellomarini, Stefano Ceri, Andrea Colombo, Andrea Gentili, Emanuel Sallinger:
Fine-tuning Large Enterprise Language Models via Ontological Reasoning. CoRR abs/2306.10723 (2023) - [i9]Teodoro Baldazzi, Luigi Bellomarini, Marco Favorito, Emanuel Sallinger:
Ontological Reasoning over Shy and Warded Datalog+/- for Streaming-based Architectures (technical report). CoRR abs/2311.12236 (2023) - 2022
- [j10]Luigi Bellomarini, Lorenzo Bencivelli, Claudia Biancotti, Livia Blasi, Francesco Paolo Conteduca, Andrea Gentili, Rosario Laurendi, Davide Magnanimi, Michele Savini Zangrandi, Flavia Tonelli, Stefano Ceri, Davide Benedetto, Markus Nissl, Emanuel Sallinger:
Reasoning on company takeovers: From tactic to strategy. Data Knowl. Eng. 141: 102073 (2022) - [j9]Luigi Bellomarini, Ruslan R. Fayzrakhmanov, Georg Gottlob, Andrey Kravchenko, Eleonora Laurenza, Yavor Nenov, Stéphane Reissfelder, Emanuel Sallinger, Evgeny Sherkhonov, Sahar Vahdati, Lianlong Wu:
Data science with Vadalog: Knowledge Graphs with machine learning and reasoning in practice. Future Gener. Comput. Syst. 129: 407-422 (2022) - [j8]Luigi Bellomarini, Davide Benedetto, Georg Gottlob, Emanuel Sallinger:
Vadalog: A modern architecture for automated reasoning with large knowledge graphs. Inf. Syst. 105: 101528 (2022) - [j7]Luigi Bellomarini, Davide Benedetto, Matteo Brandetti, Emanuel Sallinger:
Exploiting the Power of Equality-generating Dependencies in Ontological Reasoning. Proc. VLDB Endow. 15(13): 3976-3988 (2022) - [c43]Teodoro Baldazzi, Davide Benedetto, Matteo Brandetti, Adriano Vlad, Luigi Bellomarini, Emanuel Sallinger:
Datalog-based Reasoning with Heuristics over Knowledge Graphs. Datalog 2022: 114-126 - [c42]Teodoro Baldazzi, Davide Benedetto, Matteo Brandetti, Adriano Vlad, Luigi Bellomarini:
Heuristic-based Reasoning on Financial Knowledge Graphs. EDBT/ICDT Workshops 2022 - [c41]Luigi Bellomarini, Andrea Gentili, Eleonora Laurenza, Emanuel Sallinger:
Model-Independent Design of Knowledge Graphs - Lessons Learnt From Complex Financial Graphs. EDBT 2022: 2:524-2:526 - [c40]Mattia Scaccia, Ilaria Stocchi, Luigi Bellomarini:
Neurosymbolic Reasoning: Building Neural Networks Using Datalog. EDBT/ICDT Workshops 2022 - [c39]Adriano Vlad, Sahar Vahdati, Mojtaba Nayyeri, Luigi Bellomarini, Emanuel Sallinger:
Towards Hybrid Logic-based and Embedding-based Reasoning on Financial Knowledge Graphs. EDBT/ICDT Workshops 2022 - [c38]Luigi Bellomarini, Markus Nissl, Emanuel Sallinger:
iTemporal: An Extensible Generator of Temporal Benchmarks. ICDE 2022: 2021-2033 - [c37]Teodoro Baldazzi, Luigi Bellomarini, Marco Favorito, Emanuel Sallinger:
On the Relationship between Shy and Warded Datalog+/-. KR 2022 - [c36]Tommaso Alfonsi, Luigi Bellomarini, Anna Bernasconi, Stefano Ceri:
Expressing Biological Problems with Logical Reasoning Languages. RuleML+RR (Companion) 2022 - [c35]Paolo Atzeni, Teodoro Baldazzi, Luigi Bellomarini, Emanuel Sallinger:
iWarded: A Versatile Generator to Benchmark Warded Datalog+/- Reasoning. RuleML+RR 2022: 113-129 - [c34]Luigi Bellomarini, Livia Blasi, Markus Nissl, Emanuel Sallinger:
The Temporal Vadalog System. RuleML+RR 2022: 130-145 - [c33]Teodoro Baldazzi, Luigi Bellomarini, Markus Gerschberger, Aditya Jami, Davide Magnanimi, Markus Nissl, Aleksandar Pavlovic, Emanuel Sallinger:
Vadalog: Overview, Extensions and Business Applications. RW 2022: 161-198 - [c32]Teodoro Baldazzi, Luigi Bellomarini, Emanuel Sallinger, Paolo Atzeni:
Reasoning in Warded Datalog+/- with Harmful Joins. SEBD 2022: 292-299 - [c31]Luigi Bellomarini, Davide Benedetto, Emanuel Sallinger:
An Overview of Vadalog: a System for Reasoning over Large Knowledge Graphs. SEBD 2022: 300-308 - [i8]Teodoro Baldazzi, Luigi Bellomarini, Marco Favorito, Emanuel Sallinger:
On the Relationship between Shy and Warded Datalog+/-. CoRR abs/2202.06285 (2022) - [i7]Luigi Bellomarini, Eleonora Laurenza, Emanuel Sallinger, Evgeny Sherkhonov:
Swift Markov Logic for Probabilistic Reasoning on Knowledge Graphs. CoRR abs/2210.00283 (2022) - 2021
- [c30]Luigi Bellomarini, Livia Blasi, Rosario Laurendi, Emanuel Sallinger:
Financial Data Exchange with Statistical Confidentiality: A Reasoning-based Approach. EDBT 2021: 558-569 - [c29]Andrea Gulino, Stefano Ceri, Georg Gottlob, Emanuel Sallinger, Luigi Bellomarini:
Distributed Company Control in Company Shareholding Graphs. ICDE 2021: 2637-2648 - [c28]Luigi Bellomarini, Livia Blasi, Rosario Laurendi, Emanuel Sallinger:
A Reasoning Approach to Financial Data Exchange with Statistical Confidentiality. PKDD/ECML Workshops (2) 2021: 226-231 - [c27]Teodoro Baldazzi, Luigi Bellomarini, Emanuel Sallinger, Paolo Atzeni:
Eliminating Harmful Joins in Warded Datalog+/-. RuleML+RR 2021: 267-275 - [c26]Luigi Bellomarini, Giuseppe Galano, Markus Nissl, Emanuel Sallinger:
Rule-based Blockchain Knowledge Graphs: Declarative AI for Solving Industrial Blockchain Challenges. RuleML+RR (Supplement) 2021 - [c25]Luigi Bellomarini, Markus Nissl, Emanuel Sallinger:
Monotonic Aggregation for Temporal Datalog. RuleML+RR (Supplement) 2021 - [i6]Teodoro Baldazzi, Luigi Bellomarini, Emanuel Sallinger, Paolo Atzeni:
iWarded: A System for Benchmarking Datalog+/- Reasoning (technical report). CoRR abs/2103.08588 (2021) - [i5]Luigi Bellomarini, Emanuel Sallinger:
Harmless but Useful: Beyond Separable Equality Constraints in Datalog+/-. CoRR abs/2105.11147 (2021) - [i4]Luigi Bellomarini, Markus Nissl, Emanuel Sallinger:
Query Evaluation in DatalogMTL - Taming Infinite Query Results. CoRR abs/2109.10691 (2021) - 2020
- [c24]Paolo Atzeni, Luigi Bellomarini, Davide Benedetto, Emanuel Sallinger:
Traversing Knowledge Graphs with Good Old (and New) Joins. KR4L@ECAI 2020: 3-9 - [c23]Paolo Atzeni, Luigi Bellomarini, Michela Iezzi, Emanuel Sallinger, Adriano Vlad:
Augmenting Logic-based Knowledge Graphs: The Case of Company Graphs. KR4L@ECAI 2020: 22-27 - [c22]Luigi Bellomarini, Markus Nissl, Emanuel Sallinger:
Blockchains as Knowledge Graphs - Blockchains for Knowledge Graphs (Vision Paper). KR4L@ECAI 2020: 43-51 - [c21]Paolo Atzeni, Luigi Bellomarini, Michela Iezzi, Emanuel Sallinger, Adriano Vlad:
Weaving Enterprise Knowledge Graphs: The Case of Company Ownership Graphs. EDBT 2020: 555-566 - [c20]Luigi Bellomarini, Davide Magnanimi, Markus Nissl, Emanuel Sallinger:
Neither in the Programs Nor in the Data: Mining the Hidden Financial Knowledge with Knowledge Graphs and Reasoning. MIDAS@PKDD/ECML 2020: 119-134 - [c19]Luigi Bellomarini, Eleonora Laurenza, Emanuel Sallinger, Evgeny Sherkhonov:
Reasoning Under Uncertainty in Knowledge Graphs. RuleML+RR 2020: 131-139 - [c18]Luigi Bellomarini, Eleonora Laurenza, Emanuel Sallinger:
Rule-based Anti-Money Laundering in Financial Intelligence Units: Experience and Vision. RuleML+RR (Supplement) 2020: 133-144 - [c17]Luigi Bellomarini, Marco Benedetti, Stefano Ceri, Andrea Gentili, Rosario Laurendi, Davide Magnanimi, Markus Nissl, Emanuel Sallinger:
Reasoning on Company Takeovers during the COVID-19 Crisis with Knowledge Graphs. RuleML+RR (Supplement) 2020: 145-156 - [p2]Luigi Bellomarini, Emanuel Sallinger, Sahar Vahdati:
Knowledge Graphs: The Layered Perspective. Knowledge Graphs and Big Data Processing 2020: 20-34 - [p1]Luigi Bellomarini, Emanuel Sallinger, Sahar Vahdati:
Reasoning in Knowledge Graphs: An Embeddings Spotlight. Knowledge Graphs and Big Data Processing 2020: 87-101 - [i3]Luigi Bellomarini, Marco Benedetti, Andrea Gentili, Rosario Laurendi, Davide Magnanimi, Antonio Muci, Emanuel Sallinger:
COVID-19 and Company Knowledge Graphs: Assessing Golden Powers and Economic Impact of Selective Lockdown via AI Reasoning. CoRR abs/2004.10119 (2020)
2010 – 2019
- 2019
- [j6]Nikolaos Konstantinou, Edward Abel, Luigi Bellomarini, Alex Bogatu, Cristina Civili, Endri Irfanie, Martin Koehler, Lacramioara Mazilu, Emanuel Sallinger, Alvaro A. A. Fernandes, Georg Gottlob, John A. Keane, Norman W. Paton:
VADA: an architecture for end user informed data preparation. J. Big Data 6: 74 (2019) - [j5]Paolo Atzeni, Luigi Bellomarini, Paolo Papotti, Riccardo Torlone:
Meta-Mappings for Schema Mapping Reuse. Proc. VLDB Endow. 12(5): 557-569 (2019) - [c16]Luigi Bellomarini, Georg Gottlob, Emanuel Sallinger:
Datalog-based Reasoning for Knowledge Graphs. AMW 2019 - [c15]Luigi Bellomarini, Daniele Fakhoury, Georg Gottlob, Emanuel Sallinger:
Knowledge Graphs and Enterprise AI: The Promise of an Enabling Technology. ICDE 2019: 26-37 - [c14]Paolo Atzeni, Luigi Bellomarini, Paolo Papotti, Riccardo Torlone:
GAIA: A Framework for Schema Mapping Reuse (extended abstract). SEBD 2019 - 2018
- [j4]Paolo Atzeni, Luigi Bellomarini, Francesca Bugiotti, Marco De Leonardis:
Executable schema mappings for statistical data processing. Distributed Parallel Databases 36(2): 265-300 (2018) - [j3]Luigi Bellomarini, Emanuel Sallinger, Georg Gottlob:
The Vadalog System: Datalog-based Reasoning for Knowledge Graphs. Proc. VLDB Endow. 11(9): 975-987 (2018) - [c13]Luigi Bellomarini, Georg Gottlob, Andreas Pieris, Emanuel Sallinger:
The Vadalog System: Swift Logic for Big Data and Enterprise Knowledge Graphs. AMW 2018 - [c12]Luigi Bellomarini, Ruslan R. Fayzrakhmanov, Georg Gottlob, Andrey Kravchenko, Eleonora Laurenza, Yavor Nenov, Stéphane Reissfelder, Emanuel Sallinger, Evgeny Sherkhonov, Lianlong Wu:
Data Science with Vadalog: Bridging Machine Learning and Reasoning. MEDI 2018: 3-21 - [c11]Luigi Bellomarini, Georg Gottlob, Andreas Pieris, Emanuel Sallinger:
Vadalog: A Language and System for Knowledge Graphs. RuleML+RR 2018: 3-8 - [c10]Luigi Bellomarini, Georg Gottlob, Andreas Pieris, Emanuel Sallinger:
Swift Logic for Big Data and Knowledge Graphs - Overview of Requirements, Language, and System. SOFSEM 2018: 3-16 - [i2]Luigi Bellomarini, Georg Gottlob, Emanuel Sallinger:
The Vadalog System: Datalog-based Reasoning for Knowledge Graphs. CoRR abs/1807.08709 (2018) - [i1]Luigi Bellomarini, Ruslan R. Fayzrakhmanov, Georg Gottlob, Andrey Kravchenko, Eleonora Laurenza, Yavor Nenov, Stéphane Reissfelder, Emanuel Sallinger, Evgeny Sherkhonov, Lianlong Wu:
Data Science with Vadalog: Bridging Machine Learning and Reasoning. CoRR abs/1807.08712 (2018) - 2017
- [c9]Luigi Bellomarini, Georg Gottlob, Andreas Pieris, Emanuel Sallinger:
Swift Logic for Big Data and Knowledge Graphs. IJCAI 2017: 2-10 - 2016
- [c8]Paolo Atzeni, Luigi Bellomarini, Eleonora Laurenza, Marco Lippi:
SAMIZDATA: A Scale-independent Data Management System for Time Series. CAiSE Industry Track 2016 - 2015
- [c7]Luigi Bellomarini, Paolo Atzeni, Luca Cabibbo:
Data integration with Many Heterogeneous Sources and Dynamic Target Schemas (Extended Abstract). AMW 2015 - [c6]Luigi Bellomarini, Paolo Atzeni, Marco De Leonardis, Fabio Sorà:
Handling high-dimensional data in statistical compilation: a relational approach. SEBD 2015: 72-79 - 2013
- [c5]Paolo Atzeni, Luigi Bellomarini, Francesca Bugiotti:
EXLEngine: executable schema mappings for statistical data processing. EDBT 2013: 672-682 - 2012
- [j2]Paolo Atzeni, Luigi Bellomarini, Francesca Bugiotti, Fabrizio Celli, Giorgio Gianforme:
A runtime approach to model-generic translation of schema and data. Inf. Syst. 37(3): 269-287 (2012)
2000 – 2009
- 2009
- [j1]Paolo Atzeni, Luigi Bellomarini, Francesca Bugiotti, Giorgio Gianforme:
MISM: A Platform for Model-Independent Solutions to Model Management Problems. J. Data Semant. 14: 133-161 (2009) - [c4]Paolo Atzeni, Luigi Bellomarini, Francesca Bugiotti, Giorgio Gianforme:
A runtime approach to model-independent schema and data translation. EDBT 2009: 275-286 - [c3]Paolo Atzeni, Luigi Bellomarini, Francesca Bugiotti, Giorgio Gianforme:
A runtime approach to model-independent schema and data translation. SEBD 2009: 245-252 - 2008
- [c2]Paolo Atzeni, Luigi Bellomarini, Francesca Bugiotti, Giorgio Gianforme:
From Schema and Model Translation to a Model Management System. BNCOD 2008: 227-240 - [c1]Paolo Atzeni, Luigi Bellomarini, Francesca Bugiotti, Giorgio Gianforme:
A platform for model-independent solutions to model management problems. SEBD 2008: 310-317
Coauthor Index
[c58] [c57] [c56] [c55] [c54] [c53] [c52] [j12] [j11] [c49] [c47] [c45] [i10] [i9] [j10] [j9] [j8] [j7] [c43] [c41] [c39] [c38] [c37] [c35] [c34] [c33] [c32] [c31] [i8] [i7] [c30] [c29] [c28] [c27] [c26] [c25] [i6] [i5] [i4] [c24] [c23] [c22] [c21] [c20] [c19] [c18] [c17] [p2] [p1] [i3] [j6] [c16] [c15] [j3] [c13] [c12] [c11] [c10] [i2] [i1] [c9]
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