An Improved Model of Virtual Classroom using Information Fusion and NS-DBSCAN

α
Mohshina Sultana
Mohshina Sultana
σ
Ferdaus Anam Jibon
Ferdaus Anam Jibon
ρ
Dr. Md. Abul Kashem
Dr. Md. Abul Kashem
σ International University of Business Agriculture and Technology

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An Improved Model of Virtual Classroom using Information Fusion and NS-DBSCAN

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Abstract

Virtual classroom is a latest concept of learning platform. It provides an environment by incorporating internet technology where teachers, students, researchers and interested people can interact, collaborate, communicate and explain their thoughts and views in well organized, technical and pedagogical procedure. Regarding present global context, the virtual classrooms is a popular technology. Very reknown e-learning platforms are Blackboard, Schoology, Moodle (Modular Object-Oriented Dynamic Learning Environment), Canvas and google classroom. In this thesis, we propose an efficient model of virtual classroom to enhance the facility of current e-learning system. To develop the model of virtual classroom, the thesis integrates the policy of cloud computing with information fusion (IF) technique for providing a ubiquitous learning capacity from an e-learning platform. In our proposed model, Density Based Spatial Clustering of Application with Noise (DBSCAN) algorithm is used for separating different layers of data to reduce time complexity and enhance data security. Here we also demonstrate the complete architecture of cloud based e-learning process through our proposed virtual classroom.

References

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Funding

No external funding was declared for this work.

Conflict of Interest

The authors declare no conflict of interest.

Ethical Approval

No ethics committee approval was required for this article type.

Data Availability

Not applicable for this article.

How to Cite This Article

Mohshina Sultana. 2020. \u201cAn Improved Model of Virtual Classroom using Information Fusion and NS-DBSCAN\u201d. Global Journal of Computer Science and Technology - G: Interdisciplinary GJCST-G Volume 20 (GJCST Volume 20 Issue G5): .

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Issue Cover
GJCST Volume 20 Issue G5
Pg. 27- 33
Journal Specifications

Crossref Journal DOI 10.17406/gjcst

Print ISSN 0975-4350

e-ISSN 0975-4172

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GJCST-G Classification: K.3.1
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v1.2

Issue date

October 21, 2020

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en
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Virtual classroom is a latest concept of learning platform. It provides an environment by incorporating internet technology where teachers, students, researchers and interested people can interact, collaborate, communicate and explain their thoughts and views in well organized, technical and pedagogical procedure. Regarding present global context, the virtual classrooms is a popular technology. Very reknown e-learning platforms are Blackboard, Schoology, Moodle (Modular Object-Oriented Dynamic Learning Environment), Canvas and google classroom. In this thesis, we propose an efficient model of virtual classroom to enhance the facility of current e-learning system. To develop the model of virtual classroom, the thesis integrates the policy of cloud computing with information fusion (IF) technique for providing a ubiquitous learning capacity from an e-learning platform. In our proposed model, Density Based Spatial Clustering of Application with Noise (DBSCAN) algorithm is used for separating different layers of data to reduce time complexity and enhance data security. Here we also demonstrate the complete architecture of cloud based e-learning process through our proposed virtual classroom.

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An Improved Model of Virtual Classroom using Information Fusion and NS-DBSCAN

Mohshina Sultana
Mohshina Sultana
Ferdaus Anam Jibon
Ferdaus Anam Jibon International University of Business Agriculture and Technology
Dr. Md. Abul Kashem
Dr. Md. Abul Kashem

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