Ontology-based knowledge representation for industrial megaprojects analytics using linked data and the semantic web

Zangeneh, Pouya; McCabe, Brenda

doi:10.1016/j.aei.2020.101164

Cited by 41 publications

(23 citation statements)

References 71 publications

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“…However, such benefits are not necessarily seen outside of a research setting. That scenario can change in the future because of advances of the fourth Industrial Revolution (i.e., Industry 4.0), which benefits from sentient devices responsible for communicating with each other and with other servers, mostly through services 64‐68 . Giustozzi et al 64 argued that the data obtained from such sensors/devices should be interpreted not only considering the actual information (i.e., the data), but also its context (i.e., the metadata).…”

Section: Discussion Of Resultsmentioning

confidence: 99%

Design of frameworks for self‐adaptive service‐oriented applications: A systematic analysis

et al. 2021

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Self‐adaptive service‐oriented Applications (Self‐Apps) must be able to understand themselves or the environment in which they are executed, and propose solutions to meet changing conditions. The development of these applications is not a trivial task, since it encompasses issues from different research areas. Despite the importance of frameworks for Self‐Apps, there is a lack of comprehensive analysis of how the design of such applications is performed, and regarding the standardization of concepts and coverage of minimum requirements for Self‐Apps. The main contribution of this article is to present this comprehensive analysis, providing the state of the art for this subject. This analysis was built through a Systematic Mapping Study, based on a total of 65 studies, from which we identify the main attributes for Quality of Service (QoS), search strategies, and service management strategies employed in the design of frameworks for Self‐Apps. The main aspects of requirements involved in the design of Self‐Apps were pointed out to stakeholders. For example, these applications must implement a method for evaluation of QoS based on metrics. We also put forward the S‐Frame, a modular solution that brings together the main features for the design of Self‐Apps, and describe the main challenges concerning these applications.

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Section: Discussion Of Resultsmentioning

confidence: 99%

Design of frameworks for self‐adaptive service‐oriented applications: A systematic analysis

et al. 2021

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“…RDF triples can be utilised to extend a graph between unique data instances, collect general data, and express semantics, attributes, and hierarchies [41]. Another principle uses URI (Uniform Resource Identifier) to link data by creating triple sentences with subjects, predicates, and objects [42]. Figure 7 shows a visualised example.…”

Section: Semantic Modelling Ontologies and Description Methods Of Manufacturing Systemsmentioning

confidence: 99%

“…e Uniform Project Ontology utilizes linked data and the Semantic Web in order to represent knowledge about megaprojects to facilitate data processing and utilisation through their entire lifecycle [42]. e purpose of a recently published modular domain ontology is to describe the cyber and physical aspects of automation systems that support simultaneous engineering [12].…”

Section: Ontology-based Analysis and Solutions In Manufacturingmentioning

confidence: 99%

Ontology-Based Analysis of Manufacturing Processes: Lessons Learned from the Case Study of Wire Harness Production

2021

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Effective information management is critical for the development of manufacturing processes. This paper aims to provide an overview of ontologies that can be utilized in building Industry 4.0 applications. The main contributions of the work are that it highlights ontologies that are suitable for manufacturing management and recommends the multilayer-network-based interpretation and analysis of ontology-based databases. This article not only serves as a reference for engineers and researchers on ontologies but also presents a reproducible industrial case study that describes the ontology-based model of a wire harness assembly manufacturing process.

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“…for a hospital they relate to clinical management) and infrastructural management may pose a threat to the project's efficiency. According to Zangeneh and McCabe (2020), ontology for project knowledge representation facilitates data collection, processing, and utilisation for megaprojects.…”

Section: Background Of the Ppp/pfi Collaboration Problemmentioning

confidence: 99%

“…Although PPP schemes may appear promising, many of them fail (Jiang et al, 2018;Wu et al, 2012). Empirical studies underline that besides their worldwide dispersion, a series of strategic objectives are incrementally exposed within their augmenting implementation due to multiple and diverse factors and uncertainties affecting them (Koppenjan, 2005;Zangeneh and McCabe, 2020). Therefore, there is a need to bridge this research gap with a conceptual approach that supports objective PPP operation and structural flexibility necessary to adapt to each country's legal and business environment (Dewulf and Garvin, 2020;Koopmann, 2019;Pantelias and Zhang, 2010).…”

Section: Introductionmentioning

confidence: 99%

Designing successful business strategies for private public partnerships: an ontological approach

Papagiannis

Gazzola

Slavata

et al. 2021

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Purpose The purpose of this paper is to present an innovative approach for the strategic design of public–private partnerships (PPP) and private finance initiatives (PFI) based on ontology. Design/methodology/approach Adopting a historic approach, it introduces a posteriori knowledge, deriving from the scheme’s stakeholders at the construction and implementation phase of PPPs. Continuous failures of these collaboration schemes and initiatives underline the necessity for a novel project structure. The conceptual argument is based both on empirical and epistemological approaches. It integrates the value-added (VA) of the ontological theory in the PPP/PFI business strategy. Findings The research emphasises contemporary design gaps of their current structure and proposes an ontological redesign. The proposed redesign produces a conceptually innovative scheme, which enhances the VA business strategies and their objectives to the structure of these collaborating schemes. Practical implications The ontological design of this paper is useful for academics and business consultants around the world and especially in Europe for the successful growth and development of such dynamic collaborations. Originality/value Enterprise ontology bridges conceptual and structural gaps of strategic objectives, which are primarily responsible for the failures of PPP collaboration.

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Ontology-based knowledge representation for industrial megaprojects analytics using linked data and the semantic web

Cited by 41 publications

References 71 publications

Design of frameworks for self‐adaptive service‐oriented applications: A systematic analysis

Design of frameworks for self‐adaptive service‐oriented applications: A systematic analysis

Ontology-Based Analysis of Manufacturing Processes: Lessons Learned from the Case Study of Wire Harness Production

Designing successful business strategies for private public partnerships: an ontological approach

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