Digital Open Marketplace Ecosystem 4.0

Leistungen

Semantic API container component, final version

This deliverable will provide an implemented and tested Semantic API container component to be used in the Data Connector implementation.

Reference Data Connector and B2B data connectors

Data Connectors are enablers of semantic data exchange on the DOME 4.0 platform. This deliverable will provide a reference data connector as an orchestrated container service of containers.

Data transaction and clearing system

The deliverable includes the software design specification and implementation for a service for the automated and clearing and tracking of all data transactions facilitated by DOME 4.0 in accordance with policies established to protect the participant’s data privacy. The specification and a first integrated prototype of the software service will be delivered as an internal deliverable by M18 with continuous improvements and a final release by M30. The software design and development is carried out in accordance to the specification of D1.1.

Data sovereignty and provenance system

The deliverable includes the software design specification and implementation for a service to track data sovereignty and provenance of data entities in DOME 4.0 facilitated transactions. The specification and a first integrated prototype of the software service will be delivered as an internal deliverable by M18 with continuous improvements and a final release by M30. The software design and development is carried out in accordance to the specification of D1.1.

Ecosystem information model ontology

A common language for collaborative distributed brokering, identity, provenance, and data sovereignty is required for the DOME 4.0, and this task will deliver an information model and an ontology to define this common language.

Semantic data exchange ontology

The semantic exchange of data between data providers and data consumers requires an ontology that will be developed and delivered in this task.

Onboarding Services

Tools that guide users through common usage scenarios available on the DOME 4.0 web platform.

Semantic broker service

This deliverable will implement and test the broker service used to semantically match data consumers, data providers and service providers.

CUDS specification and reference implementation

The existing Common Universal Data Structures (CUDS, https://github.com/simphony/osp-core, implemented in Python) is extended to support multiple features needed for large scale efficient semantic data exchange across geographical locations and platforms in a secure manner. The delivery will consist of an up-dated data structure specification for CUDS and extended with reference implementations for the languages and platforms needed by the showcases, i.e. a C and JavaScript implementation.

Technical requirements for data tools and services

The report will include an analysis of what tools and services are needed to address the needs of the core platform and the success stories as well as their individual technical requirements The report will also include shared requirements by the tools and services for the core platform architecture and services All requirements must be evaluated towards their significance of enabling success stories and their necessity to enable compliance with FAIR data principles and prioritized accordingly using the MoSCoW method

Community Building Plan: Industrial & Partner Networks, Standardisation Bodies

Report describing the community building plan for industrial partner networks standardisation bodies

Progress Report of the interactions with other relevant initiatives, v2

Second report on the progress of collaboration and interactions with other active and relevant data platform initiatives and associations.

Report on data availability, data structure, and data requirements for each showcase

This report documents the showcase data sources needed and their availability

Standards and best practices Report

Report on best practices, standards and technologies and how other parties use them.

Progress Report of the interactions with other relevant initiatives, v1

First report on the progress of collaboration and interactions with other active and relevant data platform initiatives and associations.

Cooperation Report with NMBP-39-2020-CSA

Report on the coordination activities with the NMBP-39-2020-CSA consortium.

Veröffentlichungen

Universal Digital Twin - A Dynamic Knowledge Graph

Autoren: Jethro Akroyd; Sebastian Mosbach; Amit Bhave; Markus Kraft
Veröffentlicht in: Data-Centric Engineering, Ausgabe 06 September 2021, 2021, ISSN 2632-6736
Herausgeber: Cambridge University Press (CUP)
DOI: 10.17863/cam.75218

Query-based Industrial Analytics over Knowledge Graphs with Ontology Reshaping

Autoren: Zhuoxun Zheng, Baifan Zhou, Dongzhuoran Zhou, Gong Cheng, Ernesto Jiménez-Ruiz, Ahmet Soylu, Evgeny Kharlamov
Veröffentlicht in: SemIIM 2022 Workshop, 2022
Herausgeber: SemIIM 2022 Workshop

Scaling ML Analytics with Knowledge Graphs: A Bosch Welding Case

Autoren: Baifan Zhou, Dongzhuoran Zhou, Jieying Chen, Yulia Svetachova, Gong Cheng, Evgeny Kharlamov
Veröffentlicht in: IJCKG'21: The 10th International Joint Conference on Knowledge Graphs, 2021, ISBN 978-1-4503-9565-6
Herausgeber: Association for Computing Machinery New York NY United States
DOI: 10.5281/zenodo.6797515

Enhancing Knowledge Graph Generation with Ontology Reshaping – Bosch Case

Autoren: Dongzhuoran Zhou, Baifan Zhou, Zhuoxun Zheng, Egor V. Kostylev2, Gong Cheng, Ernesto Jiménez-Ruiz, Ahmet Soylu, Evgeny Kharlamov
Veröffentlicht in: SemIIM 2022 Workshop, 2022
Herausgeber: SemIIM 2022 Workshop

Towards Generalized Welding Ontology in line with ISO and Knowledge Graph Construction

Autoren: Muhammad Yahya, Baifan Zhou, Zhuoxun Zheng, Dongzhuoran Zhou, John G. Breslin, Muhammad Intizar Ali, Evgeny Kharlamov
Veröffentlicht in: SemIIM 2022 Workshop, 2022
Herausgeber: SemIIM 2022 Workshop

ACORDAR: A Test Collection for Ad Hoc Content-Based (RDF) Dataset Retrieval

Autoren: Tengteng Lin, Qiaosheng Chen, Gong Cheng, Ahmet Soylu, Basil Ell, Ruoqi Zhao, Qing Shi, Xiaxia Wang, Yu Gu, Evgeny Kharlamov
Veröffentlicht in: SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2022, ISBN 9781450387323
Herausgeber: Association for Computing Machinery New York, NY, USA
DOI: 10.1145/3477495.3531729

The Data Value Quest: A Holistic Semantic Approach at Bosch

Autoren: Baifan Zhou, Zhuoxun Zheng, Dongzhuoran Zhou, Gong Cheng, Ernesto Jiménez-Ruiz, Trung-Kien Tran, Daria Stepanova, Mohamed H. Gad-Elrab, Nikolay Nikolov, Ahmet Soylu, Evgeny Kharlamov
Veröffentlicht in: SemIIM 2022 Workshop, 2022
Herausgeber: SemIIM 2022 Workshop

Leistungen

Veröffentlichungen

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