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A LRAAM-based Partial Order Function for Ontology Matching in the Context of Service Discovery

Topics: Business Process Management and Web Services; Cloud Brokering; Internet of Services; Microservices: Atomation Deployment and Management, Resource Allocation Elasticity, Service State and Resilience; Semantic and Service Web; Service Discovery; Service-oriented Architecture; Web Services

Authors: Hendrik Ludolph 1 ; Peter Kropf 1 and Gilbert Babin 2

Affiliations: 1 University of Neuchâtel, Switzerland ; 2 HEC Montréal, Canada

Keyword(s): Ontology Matching, Neural Network, Service, Integration.

Abstract: The demand for Software as a Service is heavily increasing in the era of Cloud. With this demand comes a proliferation of third-party service offerings to fulfill it. It thus becomes crucial for organizations to find and select the right services to be integrated into their existing tool landscapes. Ideally, this is done automatically and continuously. The objective is to always provide the best possible support to changing business needs. In this paper, we explore an artificial neural network implementation, an LRAAM, as the specific oracle to control the selection process. We implemented a proof of concept and conducted experiments to explore the validity of the approach. We show that our implementation of the LRAAM performs correctly under specific parameters. We also identify limitations in using LRAAM in this context.

CC BY-NC-ND 4.0

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Paper citation in several formats:
Ludolph, H.; Kropf, P. and Babin, G. (2017). A LRAAM-based Partial Order Function for Ontology Matching in the Context of Service Discovery. In Proceedings of the 7th International Conference on Cloud Computing and Services Science - CLOSER; ISBN 978-989-758-243-1; ISSN 2184-5042, SciTePress, pages 421-431. DOI: 10.5220/0006294904210431

@conference{closer17,
author={Hendrik Ludolph. and Peter Kropf. and Gilbert Babin.},
title={A LRAAM-based Partial Order Function for Ontology Matching in the Context of Service Discovery},
booktitle={Proceedings of the 7th International Conference on Cloud Computing and Services Science - CLOSER},
year={2017},
pages={421-431},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006294904210431},
isbn={978-989-758-243-1},
issn={2184-5042},
}

TY - CONF

JO - Proceedings of the 7th International Conference on Cloud Computing and Services Science - CLOSER
TI - A LRAAM-based Partial Order Function for Ontology Matching in the Context of Service Discovery
SN - 978-989-758-243-1
IS - 2184-5042
AU - Ludolph, H.
AU - Kropf, P.
AU - Babin, G.
PY - 2017
SP - 421
EP - 431
DO - 10.5220/0006294904210431
PB - SciTePress

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