Cyberentity and its consistency in the cyber-physical-social-thinking hyperspace

Dhelim, Sahraoui; Ning, Huansheng; Shan, Cui; Ma, Jun; Huang, Runhe; Wang, Kevin I‐Kai

doi:10.1016/j.compeleceng.2019.106506

Cited by 25 publications

(8 citation statements)

References 18 publications

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“…Hybrid personality filtering has been proven as an effective method that leverages the advantages of personality filtering and personality matching methods. [57], [92] used a hybrid personality filtering approach for friend recommendation, where personality filtering is used to find users with similar ratings and personality matching is used to filter the item space (since it is a friend recommendation system, the items represent potential friends). Similarly, [86] also used hybrid personality filtering for a game recommendation, where personality filtering is used to determine user with similar game ratings, and personality matching is used to attribute personality to games.…”

Section: Hybrid Personality Filtering Methodsmentioning

confidence: 99%

A Survey on Personality-Aware Recommendation Systems

Dhelim,

Aung,

Bouras

et al. 2021

Preprint

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With the emergence of personality computing as a new research field related to artificial intelligence and personality psychology, we have witnessed an unprecedented proliferation of personality-aware recommendation systems. Unlike conventional recommendation systems, these new systems solve traditional problems such as the cold start and data sparsity problems. This survey aims to study and systematically classify personalityaware recommendation systems. To the best of our knowledge, this survey is the first that focuses on personality-aware recommendation systems. We explore the different design choices of personality-aware recommendation systems, by comparing their personality modeling methods, as well as their recommendation techniques. Furthermore, we present the commonly used datasets and point out some of the challenges of personality-aware recommendation systems.

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Section: Hybrid Personality Filtering Methodsmentioning

confidence: 99%

A Survey on Personality-Aware Recommendation Systems

Dhelim,

Aung,

Bouras

et al. 2021

Preprint

Self Cite

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“…As the users navigate and teleport in virtual worlds represented by their avatars, this requires the seamless mapping of users in the physical world and their counterparts in the virtual universe. The concept of physical-cyber mapping is not unique feature of Metaverse, it has been used in many other technologies, such as Cyber-Physical-Systems [17], Digital Twin [18], Human-in-the-loop [19], and many other technologies, which will be inseparable with Metaverse. However, the Metaverse extends that to larger scale by mapping and simulating all our daily life activities to the cyberspace, and enriching such mapping with an immerse and interactive user experience.…”

Section: A Architecturementioning

confidence: 99%

Edge-enabled Metaverse: The Convergence of Metaverse and Mobile Edge Computing

dhelim¹,

Kechadi²,

Chen³

et al. 2022

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The Metaverse is a virtual environment where users are represented by avatars to navigate a virtual world, which has strong links with the physical one. State-of-the-art Metaverse architectures rely on a cloud-based approach for avatar physics emulation and graphics rendering computation. Such centralized design is unfavorable as it suffers from several drawbacks caused by the long latency required for cloud access, such as low quality visualization. To solve this issue, in this paper, we propose a Fog-Edge hybrid computing architecture for Metaverse applications that leverage an edge-enabled distributed computing paradigm, which makes use of edge devices computing power to fulfil the required computational cost for heavy tasks such as collision detection in virtual universe and computation of 3D physics in virtual simulation. The computational cost related to an entity in the Metaverse such as collision detection or physics emulation are performed at the end-device of the associated physical entity. To prove the effectiveness of the proposed architecture, we simulate a distributed social metaverse application. Simulation results shows that the proposed architecture can reduce the latency by 50\% when compared with the legacy cloud-based Metaverse applications.

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“…The things/entities, varying in properties and types, which can be observed using our consciousness and senses, are primarily known in conventional spaces (physical, social, thinking space) and accordingly conjugated in cyberspace. These entities have life cycles and are temporal (Dhelim et al , 2020). The cyber existence is not merely a virtual abstraction of information and data as it includes physical space, social space, information space.…”

Section: Ontological Existence Of Space and Entitiesmentioning

confidence: 99%

Cyber-physical-social-information-thinking hyperspace: a manifold of cyberspatial entities

Kademi

Koltuksuz

2021

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PurposeThis paper aims to establish a theoretic framework to provide a fundamental understanding of cyberspatial objects, their existence and their identification scheme while providing a connection between cyber-enabled spaces and cyberspace. It develops an avenue to quantify general philosophical and theoretical questions, precisely, inherently spatial basis that produces an unprecedented space–time continuum, in which cyber-enabled relations evolve.Design/methodology/approachMultidisciplinary theoretical approaches are needed to describe complex systems, which in this paper are integrated in a quest for the principles underlying the structural organization and dynamics of cyberspace. A theoretic framework is presented, and the spatial conception of cyber-enabled physical, social, information and thinking spaces and entities existence are provided.FindingsWith spatial objects and spatial properties, cyberspace is inherently spatial. Its basic constructs are founded on its spatial qualities and producing radical space–time compression, cyber-enabled spaces in which dynamic relations develop and thrive. The cyberspatial object operations are primarily built on foundations that depend on physical space and other spatial metaphors. Information space, basically missing in the literature, is an important part of cyberspace.Research limitations/implicationsThis work suggested a novel analytical approach to describing cyberspace from broader perspectives and fields. Due to the novelty and divergence of cyber concepts, an interdisciplinary study and methodology are needed. Thus, more research toward theoretical direction could help many of the practical implementations of concepts.Practical implicationsThe research is of particular significance in cyberspatial mechanics to describe the dynamics and behavior of cyber physical systems. For example, object-based analysis functions like spatial query, node pattern analysis, cluster analysis, spatial similarity analysis and location modeling.Originality/valueComplementing the existing literature and defining information space to the research sphere, a theoretical framework providing a fundamental understanding of cyberspatial objects and the general cyberspace foundation has been proposed, resulting in a formalized concept of existence, interactions and applications and services, with respect to philosophy, science and technology, respectively.

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Cyberentity and its consistency in the cyber-physical-social-thinking hyperspace

Cited by 25 publications

References 18 publications

A Survey on Personality-Aware Recommendation Systems

A Survey on Personality-Aware Recommendation Systems

Edge-enabled Metaverse: The Convergence of Metaverse and Mobile Edge Computing

Cyber-physical-social-information-thinking hyperspace: a manifold of cyberspatial entities

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