Preprint Article Version 1 Preserved in Portico This version is not peer-reviewed

Collaborative Intelligence in a Decentralized Environment CIDE

Version 1 : Received: 13 November 2023 / Approved: 14 November 2023 / Online: 14 November 2023 (11:57:14 CET)

How to cite: El-Asfour, H.; Adhnouss, F.M.A.; McIsaac, K.; Al Wahaishi, A.; ALBASEER, S.S.H.S. Collaborative Intelligence in a Decentralized Environment CIDE. Preprints 2023, 2023110914. https://doi.org/10.20944/preprints202311.0914.v1 El-Asfour, H.; Adhnouss, F.M.A.; McIsaac, K.; Al Wahaishi, A.; ALBASEER, S.S.H.S. Collaborative Intelligence in a Decentralized Environment CIDE. Preprints 2023, 2023110914. https://doi.org/10.20944/preprints202311.0914.v1

Abstract

Numerous companies frequently engage in collaborative cooperation to exchange intelligence rather than resorting to competing strategies to achieve higher levels of intelligence. \textit{Intelligence} is essential in determining \textit{collaborative intelligence} . Intelligence can be discerned by a range of behaviors and actions that go beyond the mere individual observable activity. Collaborative intelligence is often defined as the combined actions of individuals (such as humans and machines) working towards a common goal. It encompasses more than just behaviour and includes other crucial elements such as the sharing of intelligence. The ontological view concerns the system's understanding and representation of information, data, and the fundamental reality it aims to capture and manage. This paper aims to expand upon our previous research on Intelligence in decentralized environments. The methodology utilized in this paper involves employing an ontological view to derive intelligence, encompassing its various forms, such as data, information, and knowledge. The paper explores the fundamental significance of intelligence and semantic integration in supporting the collaborative intelligence framework. Semantic integration is crucial to establishing a shared understanding of individuals' data, information, and concepts. It is fundamental in facilitating effective communication, intelligence sharing, and decision-making within a collaborative environment.

Keywords

Intelligence; Collaborative intelligence, Decentralized Environment; Classification of environment

Subject

Computer Science and Mathematics, Artificial Intelligence and Machine Learning

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