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Open AccessJournal ArticleDOI

The Four Dimensions of Social Network Analysis: An Overview of Research Methods, Applications, and Software Tools

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TLDR
This work proposes the definition of four different dimensions, namely Pattern & Knowledge discovery, Information Fusion & Integration, Scalability, and Visualization, which are used to define a set of new metrics (termed degrees) in order to evaluate the different software tools and frameworks of SNA.
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This article is published in Information Fusion.The article was published on 2020-11-01 and is currently open access. It has received 134 citations till now. The article focuses on the topics: Social network analysis & Application domain.

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A Metaverse: Taxonomy, Components, Applications, and Open Challenges

- 01 Jan 2022 - 
TL;DR: In this article , the authors divide the concepts and essential techniques necessary for realizing the Metaverse into three components (i.e., hardware, software, and contents) rather than marketing or hardware approach to conduct a comprehensive analysis.
Journal ArticleDOI

A Metaverse: Taxonomy, Components, Applications, and Open Challenges

TL;DR: This paper divides the concepts and essential techniques necessary for realizing the Metaverse into three components (i.e., hardware, software, and contents) and three approaches and describes essential methods based on three components and techniques to Metaverse’s representative Ready Player One, Roblox, and Facebook research in the domain of films, games, and studies.
Journal ArticleDOI

Lies Kill, Facts Save: Detecting COVID-19 Misinformation in Twitter

TL;DR: The credibility of information shared on Twitter pertaining the COVID-19 pandemic is analyzed and an ensemble-learning-based framework for verifying the credibility of a vast number of tweets is proposed, revealing high accuracy in detecting credible and non-credible tweets containing CO VID-19 information.
Journal ArticleDOI

The fractal dimension of complex networks: A review

TL;DR: Various network covering algorithms, which form the basis for obtaining fractal dimension, are being reviewed and the different dimensions used to describe the fractal property of networks and their applications are discussed.
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User OCEAN Personality Model Construction Method Using a BP Neural Network

TL;DR: A mapping model between the probability of the user’s text topic and their OCEAN personality model is established to predict the latter, and the results show that the present approach improves the efficiency and accuracy of such a prediction.
References
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Proceedings ArticleDOI

ImageNet: A large-scale hierarchical image database

TL;DR: A new database called “ImageNet” is introduced, a large-scale ontology of images built upon the backbone of the WordNet structure, much larger in scale and diversity and much more accurate than the current image datasets.
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Collective dynamics of small-world networks

TL;DR: Simple models of networks that can be tuned through this middle ground: regular networks ‘rewired’ to introduce increasing amounts of disorder are explored, finding that these systems can be highly clustered, like regular lattices, yet have small characteristic path lengths, like random graphs.
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The Strength of Weak Ties

TL;DR: In this paper, it is argued that the degree of overlap of two individuals' friendship networks varies directly with the strength of their tie to one another, and the impact of this principle on diffusion of influence and information, mobility opportunity, and community organization is explored.
Journal ArticleDOI

Emergence of Scaling in Random Networks

TL;DR: A model based on these two ingredients reproduces the observed stationary scale-free distributions, which indicates that the development of large networks is governed by robust self-organizing phenomena that go beyond the particulars of the individual systems.
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Cytoscape: A Software Environment for Integrated Models of Biomolecular Interaction Networks

TL;DR: Several case studies of Cytoscape plug-ins are surveyed, including a search for interaction pathways correlating with changes in gene expression, a study of protein complexes involved in cellular recovery to DNA damage, inference of a combined physical/functional interaction network for Halobacterium, and an interface to detailed stochastic/kinetic gene regulatory models.
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