Details
| Original language | English |
|---|---|
| Title of host publication | ESWC 2023 Workshops and Tutorials Joint Proceedings |
| Number of pages | 5 |
| Publication status | Published - 2023 |
| Event | Joint of the 20th European Semantic Web Conference - Workshops and Tutorials, ESWC-JP 2023 - Hersonissos, Greece Duration: 28 May 2023 → 29 May 2023 |
Publication series
| Name | CEUR Workshop Proceedings |
|---|---|
| Publisher | CEUR Workshop Proceedings |
| Volume | 3443 |
| ISSN (Print) | 1613-0073 |
Abstract
In recent years, knowledge graphs (KGs) have gained more and more importance. As a consequence of that, the number of publicly accessible KGs is increasing. Due to their adoption in many areas, KGs are used in numerous different applications. However, these knowledge graph applications are not developed by the data owners and they might collect data from several linked KGs. It is therefore essential that systems accessing KGs are certified, i.e., each component is certified for a specific use by an entity or agency. In addition, a trace of the performed operations and used data is needed in order to verify that all requirements were met, e.g., some data cannot be transferred from the source to any other component due to privacy restrictions. This work describes the vision of certified distributed querying in the context of an analytics platform. Challenges for such systems are identified and discussed.
Keywords
- Access Control, Certification, Distributed Query, Privacy
ASJC Scopus subject areas
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ESWC 2023 Workshops and Tutorials Joint Proceedings. 2023. (CEUR Workshop Proceedings; Vol. 3443).
Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
}
TY - GEN
T1 - Towards Certified Distributed Query Processing
AU - Rohde, Philipp D.
AU - Vidal, Maria Esther
PY - 2023
Y1 - 2023
N2 - In recent years, knowledge graphs (KGs) have gained more and more importance. As a consequence of that, the number of publicly accessible KGs is increasing. Due to their adoption in many areas, KGs are used in numerous different applications. However, these knowledge graph applications are not developed by the data owners and they might collect data from several linked KGs. It is therefore essential that systems accessing KGs are certified, i.e., each component is certified for a specific use by an entity or agency. In addition, a trace of the performed operations and used data is needed in order to verify that all requirements were met, e.g., some data cannot be transferred from the source to any other component due to privacy restrictions. This work describes the vision of certified distributed querying in the context of an analytics platform. Challenges for such systems are identified and discussed.
AB - In recent years, knowledge graphs (KGs) have gained more and more importance. As a consequence of that, the number of publicly accessible KGs is increasing. Due to their adoption in many areas, KGs are used in numerous different applications. However, these knowledge graph applications are not developed by the data owners and they might collect data from several linked KGs. It is therefore essential that systems accessing KGs are certified, i.e., each component is certified for a specific use by an entity or agency. In addition, a trace of the performed operations and used data is needed in order to verify that all requirements were met, e.g., some data cannot be transferred from the source to any other component due to privacy restrictions. This work describes the vision of certified distributed querying in the context of an analytics platform. Challenges for such systems are identified and discussed.
KW - Access Control
KW - Certification
KW - Distributed Query
KW - Privacy
UR - http://www.scopus.com/inward/record.url?scp=85168705048&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:85168705048
T3 - CEUR Workshop Proceedings
BT - ESWC 2023 Workshops and Tutorials Joint Proceedings
T2 - Joint of the 20th European Semantic Web Conference - Workshops and Tutorials, ESWC-JP 2023
Y2 - 28 May 2023 through 29 May 2023
ER -