Logisch und Physikalisch Optimierte Semantic Web Datenbank-Engine (LUPOSDATE)
Funded by:
- DFG
Runtime:
- 2007 - 2011
Project Coordinator:
Research Associate:
Motivation
The vision of the Semantic Web compared to conventional database management systems and web applications is to incorporate the meaning of the symbol into the machine processing of symbols so that error rates from incorrectly mapped data and services can be reduced when data and services are automatically integrated . There are currently significant efforts in the World Wide Web Consortium (W3C), in industry and in research, to further develop the Semantic Web, both in terms of the specifications of essential formats and languages as well as the underlying technologies and products.
Goals and Procedure
Semantic Web applications often still have major performance problems because logical and physical optimizations for Semantic Web data and queries have not yet been sufficiently researched and applied in productive systems. Furthermore, the concept of ontology in connection with database technologies has not yet been sufficiently researched.
Innovation and Prospects
The aim of this project is to research logical and physical optimizations for Semantic Web data and languages with regard to the concrete specifics of Semantic Web data and languages, so that the performance of Semantic Web applications is improved. In particular, the concept of ontology and its implications for the optimized evaluation of Semantic Web queries will be examined in more detail.
Project Partners
- Institute of Information Systems (IFIS), University of Lübeck
Link to Project Details
Publications
2023
Quantum Machine Learning: Foundation, New Techniques, and Opportunities for Database Research, in Proceedings of ACM SIGMOD/PODS International Conference on Management of Data (SIGMOD) , 2023.
| Datei: | 3555041.3589404 |
| Bibtex: | @inproceedings{SIGMOD23Tutorial,
author = {Tobias Winker and Sven Groppe and Valter Uotila and Zhengtong Yan and Jiaheng Lu and Maja Franz and Wolfgang Mauerer},
title = {Quantum Machine Learning: Foundation, New Techniques, and Opportunities for Database Research},
booktitle = {Proceedings of ACM SIGMOD/PODS International Conference on Management of Data (SIGMOD)},
location = {Seattle metropolitan area, Washington, USA},
year = {2023},
pages = {},
url = {https://doi.org/10.1145/3555041.3589404}
} |
Renewal of the Major Fields of New-Generation Computing, New Gener. Comput. , pp. 1 - 2, 2023.
| Datei: | s00354-023-00206-5 |
Third International Workshop on Big Data in Emergent Distributed Environments (BiDEDE), in Companion of the 2023 International Conference on Management of Data (SIGMOD), Seattle, WA, USA , 2023.
| Datei: | 3555041.3590821 |
Using Machine Learning and Routing Protocols for Optimizing Distributed SPARQL Queries in Collaboration, Computers , vol. 12, no. 10, 2023.
| Datei: | computers12100210 |
| Bibtex: | @article{Warnke2023UsingMLDistributed,
author = {Benjamin Warnke and Stefan Fischer and Sven Groppe},
title = {Using Machine Learning and Routing Protocols for Optimizing Distributed SPARQL Queries in Collaboration},
journal = {Computers},
volume = {12},
year = {2023},
number = {10},
url = {https://doi.org/10.3390/computers12100210}
} |
Variables are a Curse in Software Vulnerability Prediction, in The 34th International Conference on Database and Expert Systems Applications (DEXA), Panang, Malaysia , 2023.
| Datei: | 978-3-031-39847-6_41 |
2022
A SPARQL Benchmark for Distributed Databases in IoT Environments, in Big Data in Emergent Distributed Environments (BiDEDE'22), Philadelphia, PA, USA , 2022.
| Datei: | 3530050.3532929 |
A Survey on Covid-19 Knowledge Graphs and their Data Sources, in Proceedings of the EAI International Conference on Intelligent Systems and Machine Learning (EAI ICISML 2022) , 2022.
| Datei: | 978-3-031-35078-8_13 |
| Bibtex: | @inproceedings{Khorashadizadeh22Covid19,
author = {Hanieh Khorashadizadeh and Sanju Tiwari and Sven Groppe},
title = {A Survey on Covid-19 Knowledge Graphs and their Data Sources},
year = {2022},
booktitle = {Proceedings of the EAI International Conference on Intelligent Systems and Machine Learning (EAI ICISML 2022)},
location = {Hyderabad, India},
url = {https://doi.org/10.1007/978-3-031-35078-8_13}
} |
Accelerated Parallel Hybrid GPU/CPU Hash Table Queries with String Keys, in The 33rd International Conference on Database and Expert Systems Applications (DEXA), Vienna, Austria , 2022.
| Datei: | 978-3-031-12426-6_15 |
| Bibtex: | @inproceedings{Groth2022GPUTable,
title = {Accelerated Parallel Hybrid GPU/CPU Hash Table Queries with String Keys},
author = {Tobias Groth and Sven Groppe and Thilo Pionteck and Martin Koppehel and Franz Valdiek},
booktitle = {The 33rd International Conference on Database and Expert Systems Applications (DEXA), Vienna, Austria},
url = {https://doi.org/10.1007/978-3-031-12426-6_15},
year = {2022},
note = {This paper received the Norman Revell Best Paper Award}
} |
Artificial Intelligence in Global Epidemics, Part 2, New Generation Computing (NGCO) , vol. 40, no. 4, 2022. Springer Science and Business Media {LLC}.
| Datei: | s00354-022-00196-w |
| Bibtex: | @article{Hura2022AIPart2,
author = {Gurdeep Singh Hura and Sven Groppe and Sarika Jain and Le Gruenwald},
title = {Artificial Intelligence in Global Epidemics, Part 2},
journal = {New Generation Computing (NGCO)},
year = {2022},
volume = {40},
number = {4},
url = {https://doi.org/10.1007/s00354-022-00196-w},
publisher = {Springer Science and Business Media {LLC}}
} |
BiDEDE '22: Proceedings of the International Workshop on Big Data in Emergent Distributed Environments., .... Association for Computing Machinery (ACM), 2022.
| ISBN: | 978-1-4503-9346-1 |
| Datei: | 3530050 |
BiDEDE'22: Second International Workshop on Big Data in Emergent Distributed Environments, in Proceedings of the 2022 International Conference on Management of Data (SIGMOD) , New York, NY, USA: Association for Computing Machinery, 2022. pp. 2542–2543.
| ISBN: | 9781450392495 |
| Datei: | 3514221.3524072 |
Contributions to the 6th Workshop on Very Large Internet of Things (VLIoT 2022), Open Journal of Internet Of Things (OJIOT) , vol. 8, no. 1, pp. 1--6, 2022. RonPub.
| Datei: | OJIOT_2022v8i1n01e_VLIOT2022.html |
| Bibtex: | @article{OJIOT_2022v8i1n01e_VLIOT2022,
title = {Contributions to the 6th Workshop on Very Large Internet of Things (VLIoT 2022)},
author = {Sven Groppe and Sanju Tiwari and Shui Yu},
journal = {Open Journal of Internet Of Things (OJIOT)},
year = {2022},
volume = {8},
number = {1},
pages = {1--6},
url = {https://www.ronpub.com/ojiot/OJIOT_2022v8i1n01e_VLIOT2022.html},
publisher = {RonPub}
} |
Deep Learning-Based Classification of Customer Communications of a German Utility Company, in International Semantic Intelligence Conference (ISIC 2022), online , 2022.
| Datei: | 978-981-19-7126-6_16 |
Enhancing Data Quality and Process Optimization for Smart Manufacturing Lines in Industry 4.0 Scenarios, in Proceedings of The International Workshop on Big Data in Emergent Distributed Environments (BiDEDE'22) , 2022.
| Datei: | 3530050.3532928 |
| Bibtex: | @inproceedings{Paasche22Enhancing,
author = {Simon Paasche and Sven Groppe},
title = {Enhancing Data Quality and Process Optimization for Smart Manufacturing Lines in Industry 4.0 Scenarios},
year = {2022},
url = {https://doi.org/10.1145/3530050.3532928},
booktitle = {Proceedings of The International Workshop on Big Data in Emergent Distributed Environments (BiDEDE '22)},
location = {Philadelphia, Pennsylvania, USA}
} |
Generating SPARQL-Constraints for Consistency Checking in Industry 4.0 Scenarios, Open Journal of Internet Of Things (OJIOT) , vol. 8, no. 1, pp. 80--90, 2022. RonPub.
| Datei: | OJIOT_2022v8i1n08_Paasche.html |
| Bibtex: | @article{OJIOT_2022v8i1n08_Paasche,
title = {Generating SPARQL-Constraints for Consistency Checking in Industry 4.0 Scenarios},
author = {Simon Paasche and Sven Groppe},
journal = {Open Journal of Internet Of Things (OJIOT)},
year = {2022},
volume = {8},
number = {1},
pages = {80--90},
url = {https://www.ronpub.com/ojiot/OJIOT_2022v8i1n08_Paasche.html},
publisher = {RonPub}
} |
Proceedings of the Workshop on Advances in Computational Intelligence, its Concepts \& Applications (ACI 2022) co-located with International Semantic Intelligence Conference (ISIC 2022), Georgia Southern University, Savannah, United States., .... CEUR-WS.org, 2022.
| Datei: | Vol-3283 |
Quantum Data Management and Quantum Machine Learning for Data Management: State-of-the-Art and Open Challenges, in Proceedings of the EAI International Conference on Intelligent Systems and Machine Learning (EAI ICISML 2022) , 2022.
| Datei: | 978-3-031-35081-8_20 |
Short Analysis of the Impact of COVID-19 Ontologies, in International Semantic Intelligence Conference (ISIC 2022), online , 2022.
| Datei: | 978-981-19-7126-6_17 |
Silq2Qiskit - Developing a quantum language source-to-source translator, in Proceedings of the 5th International Conference on Computer Science and Software Engineering (CSSE 2022) , 2022.
| Datei: | 3569966.3570114 |
| Bibtex: | @inproceedings{Hans2022Silq2Qiskit,
title = {Silq2Qiskit - Developing a quantum language source-to-source translator},
author = {Julian Hans and Sven Groppe},
booktitle = {Proceedings of the 5th International Conference on Computer Science and Software Engineering (CSSE 2022)},
location = {Guilin, China},
year = {2022},
url = {https://doi.org/10.1145/3569966.3570114}
} |
SIMORA: SIMulating Open Routing protocols for Application interoperability on edge devices, in 6th IEEE International Conference on Fog and Edge Computing (ICFEC22), Taormina (Messina), Italy , 2022.
| Datei: | ICFEC54809.2022.00013 |
Tools, Languages, Methodologies for Representing Semantics on the Web of Things, Shikha Mehta and Sanju Tiwari and Patrick Siarry and M.A Jabbar, Eds. ISTE SCIENCE PUBLISHING Ltd, 2022.
| Datei: | c01.xhtml |
2021
A Platform for Interactive Data Science with Apache Spark for On-premises Infrastructure, in Proceedings of the 11th International Conference on Cloud Computing and Services Science (CLOSER) , SciTePress, 2021. pp. 65-76.
| ISBN: | 978-989-758-510-4 |
| Datei: | 0010447500650076 |
| Bibtex: | @inproceedings{Lokuciejewski21Platform,
author = {Rafal Lokuciejewski and Dominik Schüssele and Florian Wilhelm and Sven Groppe},
title = {A Platform for Interactive Data Science with Apache Spark for On-premises Infrastructure},
booktitle = {Proceedings of the 11th International Conference on Cloud Computing and Services Science (CLOSER)},
year = {2021},
pages = {65-76},
publisher={SciTePress},
url = {https://doi.org/10.5220/0010447500650076},
isbn = {978-989-758-510-4}
} |
Artificial Intelligence in Global Epidemics, Part 1, New Generation Computing , vol. 39, no. 3-4, 2021.
| Datei: | s00354-021-00138-y |
| Bibtex: | @article{Hura2021AI,
author={Gurdeep Singh Hura and Sven Groppe and Sarika Jain and Le Gruenwald},
title={Artificial Intelligence in Global Epidemics, Part 1},
journal={New Generation Computing},
volume = {39},
number = {3-4},
year={2021},
url={https://doi.org/10.1007/s00354-021-00138-y}
} |
Automatically Generating Citation Graphs (and Variants) for Systematic Reviews, Open Journal of Information Systems (OJIS) , vol. 8, no. 1, pp. 1--25, 2021. RonPub.
| Datei: | OJIS_2021v8i1n01_Groppe.html |
BiDEDE '21: Proceedings of the International Workshop on Big Data in Emergent Distributed Environments., .... Association for Computing Machinery (ACM), 2021.
| ISBN: | 9781450384650 |
| Datei: | 3460866 |

