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

Tobias Winker, Sven Groppe, Valter Uotila, Zhengtong Yan, Jiaheng Lu, Maja Franz, and Wolfgang Mauerer,
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: 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}
}
Sven Groppe,
Renewal of the Major Fields of New-Generation Computing, New Gener. Comput. , pp. 1 - 2, 2023.
Datei: s00354-023-00206-5
Sven Groppe, Le Gruenwald, and Ching-Hsien Hsu,
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
Benjamin Warnke, Stefan Fischer, and Sven Groppe,
Using Machine Learning and Routing Protocols for Optimizing Distributed SPARQL Queries in Collaboration, Computers , vol. 12, no. 10, 2023.
Datei: computers12100210
Bibtex: 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}
}
Jinghua Groppe, Sven Groppe, and Ralf Möller,
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

Benjamin Warnke, Johann Mantler, Sven Groppe, Yuri Cotrado Sehgelmeble, and Stefan Fischer,
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
Hanieh Khorashadizadeh, Sanju Tiwari, and Sven Groppe,
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: 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}
}
Tobias Groth, Sven Groppe, Thilo Pionteck, Martin Koppehel, and Franz Valdiek,
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: 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}
}
Gurdeep Singh Hura, Sven Groppe, Sarika Jain, and Le Gruenwald,
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: 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}}
}
Sven Groppe, Le Gruenwald, and Ching-Hsien Hsu,
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
Sven Groppe, Le Gruenwald, and Ching-Hsien Hsu,
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
Sven Groppe, Sanju Tiwari, and Shui Yu,
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: 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}
}
Jinghua Groppe, Rene Schlichting, Sven Groppe, and Ralf Möller,
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
Simon Paasche, and Sven Groppe,
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: 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}
}
Simon Paasche, and Sven Groppe,
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: 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}
}
Sarika Jain, Sven Groppe, and Nandana Mihindukulasooriya,
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
Sven Groppe, Jinghua Groppe, Umut Çalıkyılmaz, Tobias Winker, and Le Gruenwald,
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
Sven Groppe, Sanju Tiwari, Hanieh Khorashadizadeh, Jinghua Groppe, Tobias Groth, Farah Benamara, and Soror Sahri,
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
Julian Hans, and Sven Groppe,
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: 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}
}
Benjamin Warnke, Yuri Cotrado Sehgelmeble, Johann Mantler, Sven Groppe, and Stefan Fischer,
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
Sven Groppe, Jinghua Groppe, and Tobias Groth,
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

Rafal Lokuciejewski, Dominik Schüssele, Florian Wilhelm, and Sven Groppe,
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: 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}
}
Gurdeep Singh Hura, Sven Groppe, Sarika Jain, and Le Gruenwald,
Artificial Intelligence in Global Epidemics, Part 1, New Generation Computing , vol. 39, no. 3-4, 2021.
Datei: s00354-021-00138-y
Bibtex: 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}
}
Sven Groppe, and Lina Hartung,
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
Sven Groppe, Le Gruenwald, and Ching-Hsien Hsu,
BiDEDE '21: Proceedings of the International Workshop on Big Data in Emergent Distributed Environments., .... Association for Computing Machinery (ACM), 2021.
ISBN:9781450384650
Datei: 3460866