Towards a Blockchain-Based Crowdsourcing Method for Robotic Ontology Evolution

Alharbi, W; Hussain, FK

Towards a Blockchain-Based Crowdsourcing Method for Robotic Ontology Evolution

Alharbi, W Hussain, FK

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Publisher:: Springer Nature
Publication Type:: Chapter
Citation:: Lecture Notes on Data Engineering and Communications Technologies, 2023, 176, pp. 21-29
Issue Date:: 2023-01-01

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Field	Value	Language
dc.contributor.author	Alharbi, W
dc.contributor.author	Hussain, FK
dc.date.accessioned	2023-11-14T03:36:33Z
dc.date.available	2023-11-14T03:36:33Z
dc.date.issued	2023-01-01
dc.identifier.citation	Lecture Notes on Data Engineering and Communications Technologies, 2023, 176, pp. 21-29
dc.identifier.isbn	9783031357336
dc.identifier.uri	http://hdl.handle.net/10453/173393
dc.description.abstract	All domain knowledge may change over time due to the addition or updating of new concepts, rules or requirements, especially when the domain is in its infancy such as robotics. This mandates the need to evolve the corresponding ontologies. In this paper, we propose a new blockchain-based robotic ontology evolution method using a crowdsourcing approach. The proposed method integrates the use of a crowdsourcing approach to allow a crowd of robotic experts to evolve the ontology and then use blockchain as a storage mechanism to store and manage the different versions of the ontology. We aim to solve some of the issues emanating from the methods proposed in the literature, such as preventing manipulation in ontologies, accessing different versions of ontologies, and involving a good number of domain experts in proposing changes and seeking their approval.
dc.language	en
dc.publisher	Springer Nature
dc.relation.ispartof	Lecture Notes on Data Engineering and Communications Technologies
dc.relation.ispartofseries	Lecture Notes on Data Engineering and Communications Technologies
dc.relation.isbasedon	10.1007/978-3-031-35734-3_3
dc.rights	info:eu-repo/semantics/closedAccess
dc.title	Towards a Blockchain-Based Crowdsourcing Method for Robotic Ontology Evolution
dc.type	Chapter
utslib.citation.volume	176
pubs.organisational-group	/University of Technology Sydney
pubs.organisational-group	/University of Technology Sydney/Faculty of Engineering and Information Technology
pubs.organisational-group	/University of Technology Sydney/Strength - AAII - Australian Artificial Intelligence Institute
pubs.organisational-group	/University of Technology Sydney/Faculty of Engineering and Information Technology/School of Computer Science
utslib.copyright.status	closed_access	*
dc.date.updated	2023-11-14T03:36:32Z
pubs.publication-status	Published
pubs.volume	176

Abstract:

All domain knowledge may change over time due to the addition or updating of new concepts, rules or requirements, especially when the domain is in its infancy such as robotics. This mandates the need to evolve the corresponding ontologies. In this paper, we propose a new blockchain-based robotic ontology evolution method using a crowdsourcing approach. The proposed method integrates the use of a crowdsourcing approach to allow a crowd of robotic experts to evolve the ontology and then use blockchain as a storage mechanism to store and manage the different versions of the ontology. We aim to solve some of the issues emanating from the methods proposed in the literature, such as preventing manipulation in ontologies, accessing different versions of ontologies, and involving a good number of domain experts in proposing changes and seeking their approval.

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http://hdl.handle.net/10453/173393