Semantic Micro-Front-End Approach to Enterprise Knowledge Graph Applications Development

Milorad Tosic, Milorad Tosic, Nenad Petrovic, Olivera Tosic

2023

Abstract

Industry 4.0 has been mainly driven by IoT devices and artificial intelligence developments rising heterogeneity of the data acquired by sensing devices as well as data from existing legacy systems (such as ERP) the crucial for digital transformation. Until recently, migration of enterprise applications to Cloud has been considered the only viable long-term solution. However, after hidden infrastructure costs of the Cloud-only based approach have been discovered, a number of businesses have begun considering hybrid Cloud-Edge architectures where Micro-Services Architectures (MSA) on backend are complemented with Micro-Font-End (MFE) applications. However, the architecture must be very carefully optimized in order to avoid high risks and costs due to increased system’s complexity. In this paper, a semantic-driven approach based on Enterprise Knowledge Graph (EKG) and ontologies with their automated mapping is introduced in order to manage the complexity. Ontologies are adopted for automated, low-code approach to composition and deployment of MFE components targeting enterprise productivity applications. MFE applications generated this way are built upon Semantic Micro Services backend that can transparently be distributed between Cloud and Edge. Our approach is illustrated on the case study for semantic annotation of manufacturing area which utilizes a shared marketplace component for IoT-based indoor positioning.

Paper Citation

in Harvard Style

Tosic M., Petrovic N. and Tosic O. (2023). Semantic Micro-Front-End Approach to Enterprise Knowledge Graph Applications Development. In Proceedings of the 19th International Conference on Web Information Systems and Technologies - Volume 1: WEBIST; ISBN 978-989-758-672-9, SciTePress, pages 488-495. DOI: 10.5220/0012236200003584

in Bibtex Style

@conference{webist23,
author={Milorad Tosic and Nenad Petrovic and Olivera Tosic},
title={Semantic Micro-Front-End Approach to Enterprise Knowledge Graph Applications Development},
booktitle={Proceedings of the 19th International Conference on Web Information Systems and Technologies - Volume 1: WEBIST},
year={2023},
pages={488-495},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0012236200003584},
isbn={978-989-758-672-9},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 19th International Conference on Web Information Systems and Technologies - Volume 1: WEBIST
TI - Semantic Micro-Front-End Approach to Enterprise Knowledge Graph Applications Development
SN - 978-989-758-672-9
AU - Tosic M.
AU - Petrovic N.
AU - Tosic O.
PY - 2023
SP - 488
EP - 495
DO - 10.5220/0012236200003584
PB - SciTePress